2024-08-20T21:56:23.9224480Z Current runner version: '2.319.1'
2024-08-20T21:56:23.9227750Z Runner name: 'i-06e5b7cff9149e560'
2024-08-20T21:56:23.9228170Z Runner group name: 'Default'
2024-08-20T21:56:23.9228720Z Machine name: 'ip-10-0-3-253'
2024-08-20T21:56:23.9237670Z Testing runner upgrade compatibility
2024-08-20T21:56:24.1657190Z ##[group]GITHUB_TOKEN Permissions
2024-08-20T21:56:24.1658450Z Actions: read
2024-08-20T21:56:24.1658810Z Attestations: read
2024-08-20T21:56:24.1659150Z Checks: read
2024-08-20T21:56:24.1659500Z Contents: read
2024-08-20T21:56:24.1659840Z Deployments: read
2024-08-20T21:56:24.1660180Z Discussions: read
2024-08-20T21:56:24.1660530Z Issues: read
2024-08-20T21:56:24.1660860Z Metadata: read
2024-08-20T21:56:24.1661200Z Packages: read
2024-08-20T21:56:24.1661550Z Pages: read
2024-08-20T21:56:24.1661890Z PullRequests: read
2024-08-20T21:56:24.1662270Z RepositoryProjects: read
2024-08-20T21:56:24.1662690Z SecurityEvents: read
2024-08-20T21:56:24.1663050Z Statuses: read
2024-08-20T21:56:24.1674170Z ##[endgroup]
2024-08-20T21:56:24.1676100Z Secret source: Actions
2024-08-20T21:56:24.1676530Z Prepare workflow directory
2024-08-20T21:56:24.3318970Z Prepare all required actions
2024-08-20T21:56:24.3420470Z Getting action download info
2024-08-20T21:56:24.5353630Z Download action repository 'malfet/checkout@silent-checkout' (SHA:e07af140b3ccefc05679e3755b9db68f4ee4589c)
2024-08-20T21:56:24.7574400Z Download action repository 'pytorch/test-infra@main' (SHA:0c3a2634aaa2f638c8f640e743f03d696ce1191f)
2024-08-20T21:56:25.4740700Z Getting action download info
2024-08-20T21:56:25.6267530Z Download action repository 'actions/cache@v3' (SHA:e12d46a63a90f2fae62d114769bbf2a179198b5c)
2024-08-20T21:56:25.9714850Z Uses: pytorch/pytorch/.github/workflows/_mac-test-mps.yml@refs/tags/ciflow/trunk/133712 (40ec5f6ddd9787aca0449b24128343ff4c4a88b3)
2024-08-20T21:56:25.9716140Z ##[group] Inputs
2024-08-20T21:56:25.9716350Z   build-environment: macos-py3-arm64
2024-08-20T21:56:25.9716640Z   sync-tag: macos-py3-arm64-mps-test
2024-08-20T21:56:25.9716900Z   python-version: 3.9.12
2024-08-20T21:56:25.9717450Z   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" },
]}

2024-08-20T21:56:25.9718030Z ##[endgroup]
2024-08-20T21:56:25.9718420Z Complete job name: macos-py3-arm64-mps / test (mps, 1, 1, macos-m1-13)
2024-08-20T21:56:26.0166890Z ##[group]Run sysctl machdep.cpu.brand_string kern.osproductversion
2024-08-20T21:56:26.0167380Z sysctl machdep.cpu.brand_string kern.osproductversion
2024-08-20T21:56:26.0195390Z shell: /bin/bash -e {0}
2024-08-20T21:56:26.0195580Z ##[endgroup]
2024-08-20T21:56:26.0622110Z machdep.cpu.brand_string: Apple M1
2024-08-20T21:56:26.0622500Z kern.osproductversion: 13.2.1
2024-08-20T21:56:26.0800920Z ##[group]Run malfet/checkout@silent-checkout
2024-08-20T21:56:26.0801200Z with:
2024-08-20T21:56:26.0801380Z   ref: 40ec5f6ddd9787aca0449b24128343ff4c4a88b3
2024-08-20T21:56:26.0801640Z   quiet-checkout: true
2024-08-20T21:56:26.0801860Z   repository: pytorch/pytorch
2024-08-20T21:56:26.0802160Z   token: ***
2024-08-20T21:56:26.0802320Z   ssh-strict: true
2024-08-20T21:56:26.0802490Z   persist-credentials: true
2024-08-20T21:56:26.0802690Z   clean: true
2024-08-20T21:56:26.0802860Z   sparse-checkout-cone-mode: true
2024-08-20T21:56:26.0803070Z   fetch-depth: 1
2024-08-20T21:56:26.0803230Z   lfs: false
2024-08-20T21:56:26.0803380Z   submodules: false
2024-08-20T21:56:26.0803550Z   set-safe-directory: true
2024-08-20T21:56:26.0803740Z ##[endgroup]
2024-08-20T21:56:26.1681630Z Syncing repository: pytorch/pytorch
2024-08-20T21:56:26.1682770Z ##[group]Getting Git version info
2024-08-20T21:56:26.1683290Z Working directory is '/Users/ec2-user/runner/_work/pytorch/pytorch'
2024-08-20T21:56:26.1683900Z [command]/usr/bin/git version
2024-08-20T21:56:26.1703130Z git version 2.37.1 (Apple Git-137.1)
2024-08-20T21:56:26.1717130Z ##[endgroup]
2024-08-20T21:56:26.1726330Z Temporarily overriding HOME='/Users/ec2-user/runner/_work/_temp/158952ac-597a-42e9-943b-fdf3270b04dc' before making global git config changes
2024-08-20T21:56:26.1727930Z Adding repository directory to the temporary git global config as a safe directory
2024-08-20T21:56:26.1728670Z [command]/usr/bin/git config --global --add safe.directory /Users/ec2-user/runner/_work/pytorch/pytorch
2024-08-20T21:56:26.1788830Z [command]/usr/bin/git config --local --get remote.origin.url
2024-08-20T21:56:26.1834800Z https://github.com/pytorch/pytorch
2024-08-20T21:56:26.1842950Z ##[group]Removing previously created refs, to avoid conflicts
2024-08-20T21:56:26.1844790Z [command]/usr/bin/git rev-parse --symbolic-full-name --verify --quiet HEAD
2024-08-20T21:56:26.1891060Z HEAD
2024-08-20T21:56:26.2334130Z ##[endgroup]
2024-08-20T21:56:26.2356540Z [command]/usr/bin/git submodule status
2024-08-20T21:56:26.2418360Z -7e1e1fe3858c63c251c637ae41a20de425dde96f android/libs/fbjni
2024-08-20T21:56:26.2419070Z -4dfe081cf6bcd15db339cf2680b9281b8451eeb3 third_party/FP16
2024-08-20T21:56:26.2419580Z -b408327ac2a15ec3e43352421954f5b1967701d1 third_party/FXdiv
2024-08-20T21:56:26.2420070Z -c07e3a0400713d546e0dea2d5466dd22ea389c73 third_party/NNPACK
2024-08-20T21:56:26.2420550Z -e170594ac7cf1dac584da473d4ca9301087090c1 third_party/NVTX
2024-08-20T21:56:26.2421090Z -a6bfc237255a6bac1513f7c1ebde6d8aed6b5191 third_party/VulkanMemoryAllocator
2024-08-20T21:56:26.2421650Z -fcbf55af6cf28a4627bcd1f703ab7ad843f0f3a2 third_party/XNNPACK
2024-08-20T21:56:26.2422150Z -0d98dba29d66e93259db7daa53a9327df767a415 third_party/benchmark
2024-08-20T21:56:26.2422660Z -3b6597bba913d51161383657829b7e644e59c006 third_party/cpp-httplib
2024-08-20T21:56:26.2423130Z -3c8b1533ac03dd6531ab6e7b9245d488f13a82a5 third_party/cpuinfo
2024-08-20T21:56:26.2423630Z -23511ba176243f27b3b275da1fb3814ea805a171 third_party/cudnn_frontend
2024-08-20T21:56:26.2424140Z -bbe579a9e3beb6ea6626d9227ec32d0dae119a49 third_party/cutlass
2024-08-20T21:56:26.2424600Z -3147391d946bb4b6c68edd901f2add6ac1f31f8c third_party/eigen
2024-08-20T21:56:26.2425080Z -dbc3157bf256f1339b3fa1fef2be89ac4078be0e third_party/fbgemm
2024-08-20T21:56:26.2425560Z -01834de25e4bf3975a9a00e816292b1ad0fe184b third_party/flatbuffers
2024-08-20T21:56:26.2426020Z -0c9fce2ffefecfdce794e1859584e25877b7b592 third_party/fmt
2024-08-20T21:56:26.2426510Z -3fb5c176c17c765a3492cd2f0321b0dab712f350 third_party/gemmlowp/gemmlowp
2024-08-20T21:56:26.2427010Z -5354032ea08eadd7fc4456477f7f7c6308818509 third_party/gloo
2024-08-20T21:56:26.2427450Z -e2239ee6043f73722e7aa812a459f54a28552929 third_party/googletest
2024-08-20T21:56:26.2427910Z -55ca0191687aaf19aca5cdb7881c791e3bea442b third_party/ideep
2024-08-20T21:56:26.2428360Z -5b8a7d7422611c3a0d799fb5fc5dd4abfae35b42 third_party/ittapi
2024-08-20T21:56:26.2429280Z -d9753139d181b9ff42872465aac0e5d3018be415 third_party/kineto
2024-08-20T21:56:26.2429770Z -b66e3214d8a104669c2ec05ae91ebc26a8f5ab78 third_party/mimalloc
2024-08-20T21:56:26.2430260Z -ab2b89c4c339bd7f816fbc114a4b05d386b66290 third_party/nccl/nccl
2024-08-20T21:56:26.2430740Z -87cda1d6646592ac5866dc703c8e1839046a6806 third_party/nlohmann
2024-08-20T21:56:26.2431240Z -3bf92c03a9f27eba3bda1e5b9e63ea20ec213557 third_party/onnx
2024-08-20T21:56:26.2431760Z -a799f4aed9c94b765dcdaabaeab7d5e7e2310878 third_party/opentelemetry-cpp
2024-08-20T21:56:26.2432280Z -9d3ab05a7fffbc71a492bc6a17be034e83e8f0fe third_party/pocketfft
2024-08-20T21:56:26.2432750Z -d1eca4e4b421cd2997495c4b4e65cea6be4e9b8a third_party/protobuf
2024-08-20T21:56:26.2433210Z -072586a71b55b7f8c584153d223e95687148a900 third_party/psimd
2024-08-20T21:56:26.2433680Z -4fe0e1e183925bf8cfa6aae24237e724a96479b8 third_party/pthreadpool
2024-08-20T21:56:26.2434150Z -941f45bcb51457884fa1afd6e24a67377d70f75c third_party/pybind11
2024-08-20T21:56:26.2434650Z -f45429b087dd7d5bc78bb40dc7cf06425c252d67 third_party/python-peachpy
2024-08-20T21:56:26.2435150Z -60e76d2bce17d278b439d9da17177c8f957a9e9b third_party/sleef
2024-08-20T21:56:26.2435610Z -52791a2fd214b2a9dc5759d36725909c1daa7f2e third_party/tensorpipe
2024-08-20T21:56:26.2440700Z ##[group]Cleaning the repository
2024-08-20T21:56:26.2441310Z [command]/usr/bin/git clean -ffdx
2024-08-20T21:56:26.8184820Z Removing .additional_ci_files/
2024-08-20T21:56:26.8185150Z Removing .pytest_cache/
2024-08-20T21:56:26.8185410Z Removing build/
2024-08-20T21:56:26.8185800Z Removing dist/
2024-08-20T21:56:26.8200390Z Removing test/.pytorch-disabled-tests.json
2024-08-20T21:56:26.8200700Z Removing test/__pycache__/
2024-08-20T21:56:26.8200960Z Removing test/test-reports/
2024-08-20T21:56:26.8201180Z Removing tools/__pycache__/
2024-08-20T21:56:26.8201410Z Removing tools/stats/__pycache__/
2024-08-20T21:56:26.8201670Z Removing tools/testing/__pycache__/
2024-08-20T21:56:26.8201990Z Removing tools/testing/target_determination/__pycache__/
2024-08-20T21:56:26.8202420Z Removing tools/testing/target_determination/heuristics/__pycache__/
2024-08-20T21:56:26.8203490Z [command]/usr/bin/git reset --hard HEAD
2024-08-20T21:56:27.2909570Z HEAD is now at ccc0aa69c [ONNX] Remove torch.onnx._export (#133824)
2024-08-20T21:56:27.2919980Z ##[endgroup]
2024-08-20T21:56:27.2920340Z ##[group]Disabling automatic garbage collection
2024-08-20T21:56:27.2920830Z [command]/usr/bin/git config --local gc.auto 0
2024-08-20T21:56:27.2988060Z ##[endgroup]
2024-08-20T21:56:27.2988410Z ##[group]Setting up auth
2024-08-20T21:56:27.2988930Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand
2024-08-20T21:56:27.3047730Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :"
2024-08-20T21:56:27.3518410Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader
2024-08-20T21:56:27.3588380Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :"
2024-08-20T21:56:27.4047140Z [command]/usr/bin/git config --local http.https://github.com/.extraheader AUTHORIZATION: basic ***
2024-08-20T21:56:27.4117690Z ##[endgroup]
2024-08-20T21:56:27.4118080Z ##[group]Fetching the repository
2024-08-20T21:56:27.4118980Z [command]/usr/bin/git -c protocol.version=2 fetch --no-tags --prune --progress --no-recurse-submodules --quiet --depth=1 origin 40ec5f6ddd9787aca0449b24128343ff4c4a88b3
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2024-08-20T21:56:27.6588660Z remote: Counting objects:  81% (9191/11346)        
2024-08-20T21:56:27.6589540Z remote: Counting objects:  82% (9304/11346)        
2024-08-20T21:56:27.6590430Z remote: Counting objects:  83% (9418/11346)        
2024-08-20T21:56:27.6591300Z remote: Counting objects:  84% (9531/11346)        
2024-08-20T21:56:27.6592200Z remote: Counting objects:  85% (9645/11346)        
2024-08-20T21:56:27.6593070Z remote: Counting objects:  86% (9758/11346)        
2024-08-20T21:56:27.6593960Z remote: Counting objects:  87% (9872/11346)        
2024-08-20T21:56:27.6594820Z remote: Counting objects:  88% (9985/11346)        
2024-08-20T21:56:27.6595720Z remote: Counting objects:  89% (10098/11346)        
2024-08-20T21:56:27.6596650Z remote: Counting objects:  90% (10212/11346)        
2024-08-20T21:56:27.6597550Z remote: Counting objects:  91% (10325/11346)        
2024-08-20T21:56:27.6598480Z remote: Counting objects:  92% (10439/11346)        
2024-08-20T21:56:27.6599390Z remote: Counting objects:  93% (10552/11346)        
2024-08-20T21:56:27.6600290Z remote: Counting objects:  94% (10666/11346)        
2024-08-20T21:56:27.6601180Z remote: Counting objects:  95% (10779/11346)        
2024-08-20T21:56:27.6602080Z remote: Counting objects:  96% (10893/11346)        
2024-08-20T21:56:27.6602980Z remote: Counting objects:  97% (11006/11346)        
2024-08-20T21:56:27.6603870Z remote: Counting objects:  98% (11120/11346)        
2024-08-20T21:56:27.6604800Z remote: Counting objects:  99% (11233/11346)        
2024-08-20T21:56:27.6605690Z remote: Counting objects: 100% (11346/11346)        
2024-08-20T21:56:27.6606670Z remote: Counting objects: 100% (11346/11346), done.        
2024-08-20T21:56:27.6607700Z remote: Compressing objects:   0% (1/9822)        
2024-08-20T21:56:27.6845690Z remote: Compressing objects:   1% (99/9822)        
2024-08-20T21:56:27.7592970Z remote: Compressing objects:   2% (197/9822)        
2024-08-20T21:56:27.7949140Z remote: Compressing objects:   3% (295/9822)        
2024-08-20T21:56:27.8296220Z remote: Compressing objects:   4% (393/9822)        
2024-08-20T21:56:27.8838710Z remote: Compressing objects:   5% (492/9822)        
2024-08-20T21:56:27.9454240Z remote: Compressing objects:   6% (590/9822)        
2024-08-20T21:56:28.0364510Z remote: Compressing objects:   7% (688/9822)        
2024-08-20T21:56:28.0860800Z remote: Compressing objects:   8% (786/9822)        
2024-08-20T21:56:28.1310370Z remote: Compressing objects:   9% (884/9822)        
2024-08-20T21:56:28.1715140Z remote: Compressing objects:  10% (983/9822)        
2024-08-20T21:56:28.2132330Z remote: Compressing objects:  11% (1081/9822)        
2024-08-20T21:56:28.2556410Z remote: Compressing objects:  12% (1179/9822)        
2024-08-20T21:56:28.3518250Z remote: Compressing objects:  13% (1277/9822)        
2024-08-20T21:56:28.3976400Z remote: Compressing objects:  14% (1376/9822)        
2024-08-20T21:56:28.4483070Z remote: Compressing objects:  15% (1474/9822)        
2024-08-20T21:56:28.5103130Z remote: Compressing objects:  16% (1572/9822)        
2024-08-20T21:56:28.5413350Z remote: Compressing objects:  17% (1670/9822)        
2024-08-20T21:56:28.6182260Z remote: Compressing objects:  18% (1768/9822)        
2024-08-20T21:56:28.6509410Z remote: Compressing objects:  19% (1867/9822)        
2024-08-20T21:56:28.6802060Z remote: Compressing objects:  19% (1926/9822)        
2024-08-20T21:56:28.7334000Z remote: Compressing objects:  20% (1965/9822)        
2024-08-20T21:56:28.7797290Z remote: Compressing objects:  21% (2063/9822)        
2024-08-20T21:56:28.8387350Z remote: Compressing objects:  22% (2161/9822)        
2024-08-20T21:56:28.9064510Z remote: Compressing objects:  23% (2260/9822)        
2024-08-20T21:56:28.9506400Z remote: Compressing objects:  24% (2358/9822)        
2024-08-20T21:56:29.0226420Z remote: Compressing objects:  25% (2456/9822)        
2024-08-20T21:56:29.0635760Z remote: Compressing objects:  26% (2554/9822)        
2024-08-20T21:56:29.1065480Z remote: Compressing objects:  27% (2652/9822)        
2024-08-20T21:56:29.1571980Z remote: Compressing objects:  28% (2751/9822)        
2024-08-20T21:56:29.2063870Z remote: Compressing objects:  29% (2849/9822)        
2024-08-20T21:56:29.2688010Z remote: Compressing objects:  30% (2947/9822)        
2024-08-20T21:56:29.2783030Z remote: Compressing objects:  31% (3045/9822)        
2024-08-20T21:56:29.2869380Z remote: Compressing objects:  32% (3144/9822)        
2024-08-20T21:56:29.3121550Z remote: Compressing objects:  33% (3242/9822)        
2024-08-20T21:56:29.3271040Z remote: Compressing objects:  34% (3340/9822)        
2024-08-20T21:56:29.3529450Z remote: Compressing objects:  35% (3438/9822)        
2024-08-20T21:56:29.3567190Z remote: Compressing objects:  36% (3536/9822)        
2024-08-20T21:56:29.3656360Z remote: Compressing objects:  37% (3635/9822)        
2024-08-20T21:56:29.3906610Z remote: Compressing objects:  38% (3733/9822)        
2024-08-20T21:56:29.4132420Z remote: Compressing objects:  39% (3831/9822)        
2024-08-20T21:56:29.4359180Z remote: Compressing objects:  40% (3929/9822)        
2024-08-20T21:56:29.4669620Z remote: Compressing objects:  41% (4028/9822)        
2024-08-20T21:56:29.5107000Z remote: Compressing objects:  42% (4126/9822)        
2024-08-20T21:56:29.5465020Z remote: Compressing objects:  43% (4224/9822)        
2024-08-20T21:56:29.5758090Z remote: Compressing objects:  44% (4322/9822)        
2024-08-20T21:56:29.6223020Z remote: Compressing objects:  45% (4420/9822)        
2024-08-20T21:56:29.6512030Z remote: Compressing objects:  46% (4519/9822)        
2024-08-20T21:56:29.6660330Z remote: Compressing objects:  46% (4585/9822)        
2024-08-20T21:56:29.7071440Z remote: Compressing objects:  47% (4617/9822)        
2024-08-20T21:56:29.7417990Z remote: Compressing objects:  48% (4715/9822)        
2024-08-20T21:56:29.7766270Z remote: Compressing objects:  49% (4813/9822)        
2024-08-20T21:56:29.8348740Z remote: Compressing objects:  50% (4911/9822)        
2024-08-20T21:56:29.8694270Z remote: Compressing objects:  51% (5010/9822)        
2024-08-20T21:56:29.8924010Z remote: Compressing objects:  52% (5108/9822)        
2024-08-20T21:56:29.9180270Z remote: Compressing objects:  53% (5206/9822)        
2024-08-20T21:56:29.9406150Z remote: Compressing objects:  54% (5304/9822)        
2024-08-20T21:56:29.9873700Z remote: Compressing objects:  55% (5403/9822)        
2024-08-20T21:56:30.0125210Z remote: Compressing objects:  56% (5501/9822)        
2024-08-20T21:56:30.0468050Z remote: Compressing objects:  57% (5599/9822)        
2024-08-20T21:56:30.0942380Z remote: Compressing objects:  58% (5697/9822)        
2024-08-20T21:56:30.1034770Z remote: Compressing objects:  59% (5795/9822)        
2024-08-20T21:56:30.1204410Z remote: Compressing objects:  60% (5894/9822)        
2024-08-20T21:56:30.1404100Z remote: Compressing objects:  61% (5992/9822)        
2024-08-20T21:56:30.1847220Z remote: Compressing objects:  62% (6090/9822)        
2024-08-20T21:56:30.2030090Z remote: Compressing objects:  63% (6188/9822)        
2024-08-20T21:56:30.2120860Z remote: Compressing objects:  64% (6287/9822)        
2024-08-20T21:56:30.2148370Z remote: Compressing objects:  65% (6385/9822)        
2024-08-20T21:56:30.2211890Z remote: Compressing objects:  66% (6483/9822)        
2024-08-20T21:56:30.2334620Z remote: Compressing objects:  67% (6581/9822)        
2024-08-20T21:56:30.2393360Z remote: Compressing objects:  68% (6679/9822)        
2024-08-20T21:56:30.2495710Z remote: Compressing objects:  69% (6778/9822)        
2024-08-20T21:56:30.2618930Z remote: Compressing objects:  70% (6876/9822)        
2024-08-20T21:56:30.2774690Z remote: Compressing objects:  71% (6974/9822)        
2024-08-20T21:56:30.2883390Z remote: Compressing objects:  72% (7072/9822)        
2024-08-20T21:56:30.2987420Z remote: Compressing objects:  73% (7171/9822)        
2024-08-20T21:56:30.3088200Z remote: Compressing objects:  74% (7269/9822)        
2024-08-20T21:56:30.3247300Z remote: Compressing objects:  75% (7367/9822)        
2024-08-20T21:56:30.3354580Z remote: Compressing objects:  76% (7465/9822)        
2024-08-20T21:56:30.3485480Z remote: Compressing objects:  77% (7563/9822)        
2024-08-20T21:56:30.3615990Z remote: Compressing objects:  78% (7662/9822)        
2024-08-20T21:56:30.3741020Z remote: Compressing objects:  79% (7760/9822)        
2024-08-20T21:56:30.3893320Z remote: Compressing objects:  80% (7858/9822)        
2024-08-20T21:56:30.4062150Z remote: Compressing objects:  81% (7956/9822)        
2024-08-20T21:56:30.4211600Z remote: Compressing objects:  82% (8055/9822)        
2024-08-20T21:56:30.4360920Z remote: Compressing objects:  83% (8153/9822)        
2024-08-20T21:56:30.4538870Z remote: Compressing objects:  84% (8251/9822)        
2024-08-20T21:56:30.4685310Z remote: Compressing objects:  85% (8349/9822)        
2024-08-20T21:56:30.4847510Z remote: Compressing objects:  86% (8447/9822)        
2024-08-20T21:56:30.4967110Z remote: Compressing objects:  87% (8546/9822)        
2024-08-20T21:56:30.5082070Z remote: Compressing objects:  88% (8644/9822)        
2024-08-20T21:56:30.5229820Z remote: Compressing objects:  89% (8742/9822)        
2024-08-20T21:56:30.5285830Z remote: Compressing objects:  90% (8840/9822)        
2024-08-20T21:56:30.5306970Z remote: Compressing objects:  91% (8939/9822)        
2024-08-20T21:56:30.5329810Z remote: Compressing objects:  92% (9037/9822)        
2024-08-20T21:56:30.5361670Z remote: Compressing objects:  93% (9135/9822)        
2024-08-20T21:56:30.5373630Z remote: Compressing objects:  94% (9233/9822)        
2024-08-20T21:56:30.5391540Z remote: Compressing objects:  95% (9331/9822)        
2024-08-20T21:56:30.5409540Z remote: Compressing objects:  96% (9430/9822)        
2024-08-20T21:56:30.5433260Z remote: Compressing objects:  97% (9528/9822)        
2024-08-20T21:56:30.5452190Z remote: Compressing objects:  98% (9626/9822)        
2024-08-20T21:56:30.5465710Z remote: Compressing objects:  99% (9724/9822)        
2024-08-20T21:56:30.5466970Z remote: Compressing objects: 100% (9822/9822)        
2024-08-20T21:56:30.5468180Z remote: Compressing objects: 100% (9822/9822), done.        
2024-08-20T21:56:33.9410290Z remote: Total 11346 (delta 1506), reused 4767 (delta 1235), pack-reused 0 (from 0)        
2024-08-20T21:56:34.2349680Z ##[endgroup]
2024-08-20T21:56:34.2350320Z ##[group]Determining the checkout info
2024-08-20T21:56:34.2350710Z ##[endgroup]
2024-08-20T21:56:34.2351020Z ##[group]Checking out the ref
2024-08-20T21:56:34.2352480Z [command]/usr/bin/git checkout --quiet --force 40ec5f6ddd9787aca0449b24128343ff4c4a88b3
2024-08-20T21:56:34.3049680Z ##[endgroup]
2024-08-20T21:56:34.3077460Z [command]/usr/bin/git log -1 --format='%H'
2024-08-20T21:56:34.3090690Z '40ec5f6ddd9787aca0449b24128343ff4c4a88b3'
2024-08-20T21:56:34.3147470Z ##[group]Run git clean -fxd
2024-08-20T21:56:34.3147690Z git clean -fxd
2024-08-20T21:56:34.3166430Z shell: /bin/bash -e {0}
2024-08-20T21:56:34.3166630Z ##[endgroup]
2024-08-20T21:56:34.3825170Z Prepare all required actions
2024-08-20T21:56:34.3825490Z Getting action download info
2024-08-20T21:56:34.5931180Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6)
2024-08-20T21:56:34.8541020Z Download action repository 'actions/download-artifact@v3' (SHA:9bc31d5ccc31df68ecc42ccf4149144866c47d8a)
2024-08-20T21:56:35.0728730Z ##[group]Run ./.github/actions/download-build-artifacts
2024-08-20T21:56:35.0729030Z with:
2024-08-20T21:56:35.0729200Z   name: macos-py3-arm64
2024-08-20T21:56:35.0729410Z   use-gha: true
2024-08-20T21:56:35.0729580Z   s3-bucket: gha-artifacts
2024-08-20T21:56:35.0729780Z ##[endgroup]
2024-08-20T21:56:35.0881140Z ##[group]Run actions/download-artifact@v3
2024-08-20T21:56:35.0881390Z with:
2024-08-20T21:56:35.0881540Z   name: macos-py3-arm64
2024-08-20T21:56:35.0881730Z ##[endgroup]
2024-08-20T21:56:35.1516140Z Starting download for macos-py3-arm64
2024-08-20T21:56:35.5068390Z Directory structure has been setup for the artifact
2024-08-20T21:56:35.5071950Z Total number of files that will be downloaded: 1
2024-08-20T21:56:36.5106850Z Total file count: 1 ---- Processed file #0 (0.0%)
2024-08-20T21:56:37.5128200Z Total file count: 1 ---- Processed file #0 (0.0%)
2024-08-20T21:56:38.5123450Z Total file count: 1 ---- Processed file #0 (0.0%)
2024-08-20T21:56:38.8388410Z Artifact macos-py3-arm64 was downloaded to /Users/ec2-user/runner/_work/pytorch/pytorch
2024-08-20T21:56:38.8398600Z Artifact download has finished successfully
2024-08-20T21:56:38.8505110Z ##[group]Run unzip -o artifacts.zip
2024-08-20T21:56:38.8505630Z unzip -o artifacts.zip
2024-08-20T21:56:38.8549680Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T21:56:38.8550300Z ##[endgroup]
2024-08-20T21:56:38.9043750Z Archive:  artifacts.zip
2024-08-20T21:56:38.9044120Z    creating: dist/
2024-08-20T21:56:39.2904230Z   inflating: dist/torch-2.5.0a0+git40ec5f6-cp39-cp39-macosx_11_0_arm64.whl  
2024-08-20T21:56:39.3022840Z   inflating: build/.ninja_log        
2024-08-20T21:56:39.3482150Z   inflating: build/compile_commands.json  
2024-08-20T21:56:39.3482490Z    creating: .additional_ci_files/
2024-08-20T21:56:39.3535470Z   inflating: .additional_ci_files/test-times.json  
2024-08-20T21:56:39.3767450Z   inflating: .additional_ci_files/test-class-times.json  
2024-08-20T21:56:39.3790190Z ##[group]Run rm artifacts.zip
2024-08-20T21:56:39.3790450Z rm artifacts.zip
2024-08-20T21:56:39.3809570Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T21:56:39.3809870Z ##[endgroup]
2024-08-20T21:56:39.4183510Z ##[group]Run df -H
2024-08-20T21:56:39.4183770Z df -H
2024-08-20T21:56:39.4203030Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T21:56:39.4203370Z ##[endgroup]
2024-08-20T21:56:39.4520300Z Filesystem       Size   Used  Avail Capacity iused      ifree %iused  Mounted on
2024-08-20T21:56:39.4520940Z /dev/disk5s2s1   107G   8.9G    79G    11%  349475  768001640    0%   /
2024-08-20T21:56:39.4521440Z devfs            222k   222k     0B   100%     752          0  100%   /dev
2024-08-20T21:56:39.4522150Z /dev/disk5s5     107G   1.1G    79G     2%       1  768001640    0%   /System/Volumes/VM
2024-08-20T21:56:39.4522740Z /dev/disk5s3     107G   4.8G    79G     6%     822  768001640    0%   /System/Volumes/Preboot
2024-08-20T21:56:39.4523300Z /dev/disk1s2     524M   6.3M   411M     2%       1    4015960    0%   /System/Volumes/xarts
2024-08-20T21:56:39.4523850Z /dev/disk1s1     524M    54M   411M    12%      53    4015960    0%   /System/Volumes/iSCPreboot
2024-08-20T21:56:39.4524410Z /dev/disk1s3     524M   631k   411M     1%      51    4015960    0%   /System/Volumes/Hardware
2024-08-20T21:56:39.4524950Z /dev/disk5s1     107G    13G    79G    15%  912982  768001640    0%   /System/Volumes/Data
2024-08-20T21:56:39.4525440Z /dev/disk3s5     245G   781M   228G     1%   15337 2223284720    0%   /Volumes/Data
2024-08-20T21:56:39.4526300Z map auto_home      0B     0B     0B   100%       0          0  100%   /System/Volumes/Data/home
2024-08-20T21:56:39.4527140Z /dev/disk3s4     245G   197k   228G     1%      17 2223284720    0%   /private/tmp/tmp-mount-bHof20
2024-08-20T21:56:39.4674220Z ##[group]Run pytorch/test-infra/.github/actions/setup-miniconda@main
2024-08-20T21:56:39.4674710Z with:
2024-08-20T21:56:39.4674860Z   python-version: 3.9.12
2024-08-20T21:56:39.4675140Z   environment-file: .github/requirements/conda-env-macOS-ARM64
2024-08-20T21:56:39.4675570Z   pip-requirements-file: .github/requirements/pip-requirements-macOS.txt
2024-08-20T21:56:39.4675920Z   miniconda-version: 23.1.0-1
2024-08-20T21:56:39.4676110Z ##[endgroup]
2024-08-20T21:56:39.4695140Z ##[group]Run echo "today=$(/bin/date -u '+%Y%m%d')d" >> "${GITHUB_OUTPUT}"
2024-08-20T21:56:39.4695580Z echo "today=$(/bin/date -u '+%Y%m%d')d" >> "${GITHUB_OUTPUT}"
2024-08-20T21:56:39.4714320Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T21:56:39.4714610Z ##[endgroup]
2024-08-20T21:56:39.5109280Z ##[group]Run actions/cache@v3
2024-08-20T21:56:39.5109500Z with:
2024-08-20T21:56:39.5109690Z   path: /Users/ec2-user/runner/_work/_temp/miniconda
2024-08-20T21:56:39.5110020Z   key: miniconda-macOS-ARM64-3.9.12-20240820d
2024-08-20T21:56:39.5110320Z   enableCrossOsArchive: false
2024-08-20T21:56:39.5110560Z   fail-on-cache-miss: false
2024-08-20T21:56:39.5110760Z   lookup-only: false
2024-08-20T21:56:39.5110930Z ##[endgroup]
2024-08-20T21:56:41.1463060Z Received 50331648 of 221567725 (22.7%), 48.0 MBs/sec
2024-08-20T21:56:42.1492570Z Received 167772160 of 221567725 (75.7%), 79.8 MBs/sec
2024-08-20T21:56:43.1516570Z Received 221567725 of 221567725 (100.0%), 70.3 MBs/sec
2024-08-20T21:56:43.4216610Z Cache Size: ~211 MB (221567725 B)
2024-08-20T21:56:43.4242780Z [command]/usr/bin/tar -xf /Users/ec2-user/runner/_work/_temp/a3142b40-5d43-4790-baa7-7e614e777286/cache.tzst -P -C /Users/ec2-user/runner/_work/pytorch/pytorch --use-compress-program unzstd
2024-08-20T21:56:51.5227270Z Cache restored successfully
2024-08-20T21:56:51.5322220Z Cache restored from key: miniconda-macOS-ARM64-3.9.12-20240820d
2024-08-20T21:56:51.5383100Z ##[group]Run set -x
2024-08-20T21:56:51.5383310Z set -x
2024-08-20T21:56:51.5383470Z 
2024-08-20T21:56:51.5383700Z MINICONDA_INSTALL_PATH="${RUNNER_TEMP}/miniconda"
2024-08-20T21:56:51.5384130Z echo "${MINICONDA_INSTALL_PATH}/bin" >> $GITHUB_PATH
2024-08-20T21:56:51.5384680Z # NB: GITHUB_PATH has a lower priority than PATH, so also set the path
2024-08-20T21:56:51.5385130Z # here to make sure that the correct conda is used
2024-08-20T21:56:51.5385420Z {
2024-08-20T21:56:51.5385650Z   echo "PATH=${MINICONDA_INSTALL_PATH}/bin:${PATH}"
2024-08-20T21:56:51.5386020Z   echo "CONDA_EXE=${MINICONDA_INSTALL_PATH}/bin/conda";
2024-08-20T21:56:51.5386330Z } >> "${GITHUB_ENV}"
2024-08-20T21:56:51.5752440Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T21:56:51.5752770Z ##[endgroup]
2024-08-20T21:56:51.6114950Z + MINICONDA_INSTALL_PATH=/Users/ec2-user/runner/_work/_temp/miniconda
2024-08-20T21:56:51.6127970Z + echo /Users/ec2-user/runner/_work/_temp/miniconda/bin
2024-08-20T21:56:51.6129180Z + 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
2024-08-20T21:56:51.6130360Z + echo CONDA_EXE=/Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T21:56:51.8338810Z ##[group]Run actions/cache@v3
2024-08-20T21:56:51.8339150Z with:
2024-08-20T21:56:51.8339510Z   path: /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12
2024-08-20T21:56:51.8340820Z   key: miniconda-env-macOS-ARM64-3.9.12-20240820d-d2e9511d9e56638ec6d1acb510f1a8c378c9d02010984f84aaf470a85ac03b75-d928ce85d96572125883da7a0b83c3de4e02ba911d05f6bbdea36d6e00ab41f0
2024-08-20T21:56:51.8342000Z   enableCrossOsArchive: false
2024-08-20T21:56:51.8342340Z   fail-on-cache-miss: false
2024-08-20T21:56:51.8342640Z   lookup-only: false
2024-08-20T21:56:51.8342920Z env:
2024-08-20T21:56:51.8344590Z   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
2024-08-20T21:56:51.8346230Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T21:56:51.8346730Z ##[endgroup]
2024-08-20T21:56:53.4217750Z Received 58720256 of 229342514 (25.6%), 55.9 MBs/sec
2024-08-20T21:56:54.4242010Z Received 163577856 of 229342514 (71.3%), 77.8 MBs/sec
2024-08-20T21:56:55.3609600Z Cache Size: ~219 MB (229342514 B)
2024-08-20T21:56:55.3711530Z [command]/usr/bin/tar -xf /Users/ec2-user/runner/_work/_temp/5c8670ed-bfee-46f7-a953-3dea8b41dc16/cache.tzst -P -C /Users/ec2-user/runner/_work/pytorch/pytorch --use-compress-program unzstd
2024-08-20T21:56:55.4265140Z Received 229342514 of 229342514 (100.0%), 72.7 MBs/sec
2024-08-20T21:57:05.2561490Z Cache restored successfully
2024-08-20T21:57:05.2707230Z Cache restored from key: miniconda-env-macOS-ARM64-3.9.12-20240820d-d2e9511d9e56638ec6d1acb510f1a8c378c9d02010984f84aaf470a85ac03b75-d928ce85d96572125883da7a0b83c3de4e02ba911d05f6bbdea36d6e00ab41f0
2024-08-20T21:57:05.2797380Z ##[group]Run set -x
2024-08-20T21:57:05.2797630Z set -x
2024-08-20T21:57:05.2797810Z 
2024-08-20T21:57:05.2798120Z # Print the conda we are using here in case we need debugging information
2024-08-20T21:57:05.2798520Z CONDA_RUNTIME=$(which conda)
2024-08-20T21:57:05.2798780Z "${CONDA_RUNTIME}" --version
2024-08-20T21:57:05.2799020Z 
2024-08-20T21:57:05.2799440Z # https://docs.conda.io/projects/conda-build/en/stable/user-guide/environment-variables.html
2024-08-20T21:57:05.2800050Z CONDA_PREFIX="${RUNNER_TEMP}/conda_environment_${GITHUB_RUN_ID}"
2024-08-20T21:57:05.2800440Z "${CONDA_RUNTIME}" create \
2024-08-20T21:57:05.2800700Z   --yes --quiet \
2024-08-20T21:57:05.2800930Z   --prefix "${CONDA_PREFIX}" \
2024-08-20T21:57:05.2801220Z   --clone "${CONDA_BASE_ENV}"
2024-08-20T21:57:05.2801450Z 
2024-08-20T21:57:05.2801640Z set +e
2024-08-20T21:57:05.2802020Z # NB: Cloning sometimes doesn't copied pip dependencies (untracked files) over. If this
2024-08-20T21:57:05.2802670Z # happens, let's attempt to install the pip requirements directly on top of the cloned
2024-08-20T21:57:05.2803240Z # environment. This is to make sure that no dependency is missing.
2024-08-20T21:57:05.2803830Z UNTRACKED_FILES_COUNT=$("${CONDA_RUNTIME}" package -p "${CONDA_PREFIX}" -u | grep -v "^#" | wc -l | xargs)
2024-08-20T21:57:05.2804270Z set -e
2024-08-20T21:57:05.2804430Z 
2024-08-20T21:57:05.2804740Z if [[ -z "${UNTRACKED_FILES_COUNT}" ]] || [[ "${UNTRACKED_FILES_COUNT}" == "0" ]]; then
2024-08-20T21:57:05.2805190Z   if [[ -f "${PIP_REQUIREMENTS_FILE}" ]]; then
2024-08-20T21:57:05.2805670Z     # NB: Force reinstall and don't use the cache, as the installation would still fail
2024-08-20T21:57:05.2806200Z     # when reporting that all requirements have been satisfied
2024-08-20T21:57:05.2806930Z     "${CONDA_RUNTIME}" run -p "${CONDA_PREFIX}" --no-capture-output python3 -mpip install --ignore-installed --no-cache-dir -r "${PIP_REQUIREMENTS_FILE}"
2024-08-20T21:57:05.2807610Z   elif [[ -n "${PIP_REQUIREMENTS_FILE}" ]]; then
2024-08-20T21:57:05.2808190Z     echo "::warning::Specified pip requirements file (${PIP_REQUIREMENTS_FILE}) not found, not going to include it"
2024-08-20T21:57:05.2808730Z   fi
2024-08-20T21:57:05.2808880Z fi
2024-08-20T21:57:05.2809060Z 
2024-08-20T21:57:05.2809430Z # Keep exporting CONDA_PREFIX under CONDA_ENV because the latter could be used elsewhere
2024-08-20T21:57:05.2809960Z echo "CONDA_ENV=${CONDA_PREFIX}" >> "${GITHUB_ENV}"
2024-08-20T21:57:05.2810260Z 
2024-08-20T21:57:05.2810710Z echo "CONDA_PREFIX=${CONDA_PREFIX}" >> "${GITHUB_ENV}"
2024-08-20T21:57:05.2811250Z echo "CONDA_RUN=${CONDA_RUNTIME} run -p ${CONDA_PREFIX} --no-capture-output" >> "${GITHUB_ENV}"
2024-08-20T21:57:05.2811900Z if [[ "${PYTHON_VERSION}" == "3.11" ]]; then
2024-08-20T21:57:05.2812340Z   # TODO: Remove me, when more packages will be available on default channel
2024-08-20T21:57:05.2812990Z   echo "CONDA_INSTALL=${CONDA_RUNTIME} install --yes --quiet -p ${CONDA_PREFIX} -c pytorch-nightly" >> "${GITHUB_ENV}"
2024-08-20T21:57:05.2813480Z else
2024-08-20T21:57:05.2813840Z   echo "CONDA_INSTALL=${CONDA_RUNTIME} install --yes --quiet -p ${CONDA_PREFIX}" >> "${GITHUB_ENV}"
2024-08-20T21:57:05.2814280Z fi
2024-08-20T21:57:05.2836760Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T21:57:05.2837060Z env:
2024-08-20T21:57:05.2837850Z   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
2024-08-20T21:57:05.2838820Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T21:57:05.2839170Z   PYTHON_VERSION: 3.9.12
2024-08-20T21:57:05.2839480Z   CONDA_BASE_ENV: /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12
2024-08-20T21:57:05.2839950Z   PIP_REQUIREMENTS_FILE: .github/requirements/pip-requirements-macOS.txt
2024-08-20T21:57:05.2840300Z ##[endgroup]
2024-08-20T21:57:05.3178670Z ++ which conda
2024-08-20T21:57:05.3392680Z + CONDA_RUNTIME=/Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T21:57:05.3398080Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda --version
2024-08-20T21:57:07.7514450Z conda 23.1.0
2024-08-20T21:57:07.7966020Z + CONDA_PREFIX=/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T21:57:07.7967540Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda create --yes --quiet --prefix /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --clone /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12
2024-08-20T21:57:11.5735170Z Source:      /Users/ec2-user/runner/_work/_temp/conda-python-3.9.12
2024-08-20T21:57:11.5735830Z Destination: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T21:57:11.5736240Z Packages: 59
2024-08-20T21:57:11.5736490Z Files: 15748
2024-08-20T21:57:11.8844860Z Preparing transaction: ...working... done
2024-08-20T21:57:15.5394670Z Verifying transaction: ...working... done
2024-08-20T21:57:19.4985130Z Executing transaction: ...working... done
2024-08-20T21:57:19.6045420Z + set +e
2024-08-20T21:57:19.6054570Z ++ /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda package -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 -u
2024-08-20T21:57:19.6055440Z ++ grep -v '^#'
2024-08-20T21:57:19.6055740Z ++ wc -l
2024-08-20T21:57:19.6055920Z ++ xargs
2024-08-20T21:57:20.2154080Z + UNTRACKED_FILES_COUNT=15748
2024-08-20T21:57:20.2155470Z + set -e
2024-08-20T21:57:20.2157420Z + [[ -z 15748 ]]
2024-08-20T21:57:20.2157820Z + [[ 15748 == \0 ]]
2024-08-20T21:57:20.2158420Z + echo CONDA_ENV=/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T21:57:20.2159370Z + echo CONDA_PREFIX=/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T21:57:20.2170210Z + echo 'CONDA_RUN=/Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output'
2024-08-20T21:57:20.2184900Z + [[ 3.9.12 == \3\.\1\1 ]]
2024-08-20T21:57:20.2186220Z + echo 'CONDA_INSTALL=/Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961'
2024-08-20T21:57:20.2207250Z ##[group]Run CONDA_RUNTIME=$(which conda)
2024-08-20T21:57:20.2207540Z CONDA_RUNTIME=$(which conda)
2024-08-20T21:57:20.2207790Z 
2024-08-20T21:57:20.2207970Z set -euxo pipefail
2024-08-20T21:57:20.2208430Z "${CONDA_RUNTIME}" config --set channel_priority false
2024-08-20T21:57:20.2229780Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T21:57:20.2230060Z env:
2024-08-20T21:57:20.2230840Z   PATH: /Users/ec2-user/runner/_work/_temp/miniconda/bin:/opt/homebrew/Caskroom/miniconda/base/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin:/usr/bin:/bin:/usr/sbin:/sbin
2024-08-20T21:57:20.2231790Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T21:57:20.2232240Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T21:57:20.2232720Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T21:57:20.2233490Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T21:57:20.2234510Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T21:57:20.2235130Z ##[endgroup]
2024-08-20T21:57:20.2581060Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda config --set channel_priority false
2024-08-20T21:57:20.4836370Z ##[group]Run # shellcheck disable=SC1090
2024-08-20T21:57:20.4836730Z # shellcheck disable=SC1090
2024-08-20T21:57:20.4836980Z set -ex
2024-08-20T21:57:20.4837170Z 
2024-08-20T21:57:20.4837350Z if [[ -n "$CONDA_ENV" ]]; then
2024-08-20T21:57:20.4837670Z   # Use binaries under conda environment
2024-08-20T21:57:20.4837990Z   export PATH="$CONDA_ENV/bin":$PATH
2024-08-20T21:57:20.4838260Z fi
2024-08-20T21:57:20.4838420Z 
2024-08-20T21:57:20.4838680Z # Print out some information about the test environment
2024-08-20T21:57:20.4839020Z which conda
2024-08-20T21:57:20.4839230Z conda --version
2024-08-20T21:57:20.4839470Z ${CONDA_RUN} which python3
2024-08-20T21:57:20.4839760Z ${CONDA_RUN} python3 --version
2024-08-20T21:57:20.4840040Z ${CONDA_RUN} which python
2024-08-20T21:57:20.4840310Z ${CONDA_RUN} python --version
2024-08-20T21:57:20.4840610Z 
2024-08-20T21:57:20.4840910Z ${CONDA_RUN} python3 -mpip install --no-index --no-deps dist/*.whl
2024-08-20T21:57:20.4841270Z 
2024-08-20T21:57:20.4841430Z set +e
2024-08-20T21:57:20.4841620Z pushd "${RUNNER_TEMP}"
2024-08-20T21:57:20.4842060Z # Install pip dependencies if they are not found. This is to mitigate a peculiar
2024-08-20T21:57:20.4842510Z # flaky missing dependencies on MacOS
2024-08-20T21:57:20.4842830Z ${CONDA_RUN} python3 -c "import torch"
2024-08-20T21:57:20.4843110Z RC=$?
2024-08-20T21:57:20.4850380Z popd
2024-08-20T21:57:20.4850580Z 
2024-08-20T21:57:20.4850770Z if [ "${RC}" -ne 0 ]; then
2024-08-20T21:57:20.4851210Z   ${CONDA_RUN} python3 -mpip install --ignore-installed -r "${PIP_REQUIREMENTS_FILE}"
2024-08-20T21:57:20.4851650Z fi
2024-08-20T21:57:20.4851810Z set -e
2024-08-20T21:57:20.4851980Z 
2024-08-20T21:57:20.4852230Z ${CONDA_RUN} python3 test/run_test.py --mps --verbose
2024-08-20T21:57:20.4877200Z shell: /bin/bash -e {0}
2024-08-20T21:57:20.4877390Z env:
2024-08-20T21:57:20.4878180Z   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
2024-08-20T21:57:20.4879120Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T21:57:20.4879580Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T21:57:20.4880070Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T21:57:20.4880830Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T21:57:20.4882040Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T21:57:20.4882660Z   GIT_DEFAULT_BRANCH: main
2024-08-20T21:57:20.4882890Z   BUILD_ENVIRONMENT: macos-py3-arm64
2024-08-20T21:57:20.4883120Z   TEST_CONFIG: mps
2024-08-20T21:57:20.4883320Z   ENV_NAME: conda-test-env-10479310961
2024-08-20T21:57:20.4883550Z   PY_VERS: 3.9
2024-08-20T21:57:20.4883710Z   PR_BODY: 
2024-08-20T21:57:20.4883880Z   CONTINUE_THROUGH_ERROR: False
2024-08-20T21:57:20.4884100Z   VERBOSE_TEST_LOGS: False
2024-08-20T21:57:20.4884310Z   TEST_SHOWLOCALS: False
2024-08-20T21:57:20.4884500Z   NO_TEST_TIMEOUT: False
2024-08-20T21:57:20.4884690Z   NO_TD: False
2024-08-20T21:57:20.4884970Z   PIP_REQUIREMENTS_FILE: .github/requirements/pip-requirements-macOS.txt
2024-08-20T21:57:20.4885340Z   REENABLED_ISSUES: 
2024-08-20T21:57:20.4885530Z ##[endgroup]
2024-08-20T21:57:20.5228290Z + [[ -n /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 ]]
2024-08-20T21:57:20.5242200Z + export PATH=/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/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
2024-08-20T21:57:20.5243470Z /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T21:57:20.5257460Z + PATH=/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/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
2024-08-20T21:57:20.5276520Z + which conda
2024-08-20T21:57:20.5278060Z + conda --version
2024-08-20T21:57:20.7102890Z conda 23.1.0
2024-08-20T21:57:20.7428000Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output which python3
2024-08-20T21:57:21.3190390Z /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3
2024-08-20T21:57:21.3534490Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output python3 --version
2024-08-20T21:57:22.0269900Z Python 3.9.12
2024-08-20T21:57:22.0675800Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output which python
2024-08-20T21:57:22.6483200Z /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python
2024-08-20T21:57:22.6832700Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output python --version
2024-08-20T21:57:23.2580010Z Python 3.9.12
2024-08-20T21:57:23.3038410Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output python3 -mpip install --no-index --no-deps dist/torch-2.5.0a0+git40ec5f6-cp39-cp39-macosx_11_0_arm64.whl
2024-08-20T21:57:25.9893590Z Processing ./dist/torch-2.5.0a0+git40ec5f6-cp39-cp39-macosx_11_0_arm64.whl
2024-08-20T21:57:26.0633010Z Installing collected packages: torch
2024-08-20T21:57:31.1884340Z Successfully installed torch-2.5.0a0+git40ec5f6
2024-08-20T21:57:31.2490140Z + set +e
2024-08-20T21:57:31.2490410Z ~/runner/_work/_temp ~/runner/_work/pytorch/pytorch
2024-08-20T21:57:31.2491380Z + pushd /Users/ec2-user/runner/_work/_temp
2024-08-20T21:57:31.2492310Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output python3 -c 'import torch'
2024-08-20T21:57:35.2970490Z + RC=0
2024-08-20T21:57:35.2970770Z ~/runner/_work/pytorch/pytorch
2024-08-20T21:57:35.3070400Z + popd
2024-08-20T21:57:35.3170650Z + '[' 0 -ne 0 ']'
2024-08-20T21:57:35.3270750Z + set -e
2024-08-20T21:57:35.3371560Z + /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output python3 test/run_test.py --mps --verbose
2024-08-20T21:57:37.4232170Z ##[warning] Gathered no stats from artifacts for macos-py3-arm64 build env and mps test config. Using default build env and mps test config instead.
2024-08-20T21:57:37.4449120Z ##[warning] Gathered no stats from artifacts for macos-py3-arm64 build env and mps test config. Using default build env and mps test config instead.
2024-08-20T21:57:37.4455750Z Running all tests
2024-08-20T21:57:37.4472460Z Running parallel tests on 3 processes
2024-08-20T21:57:37.4473010Z Name: tests to run (est. time: 24.94min)
2024-08-20T21:57:37.4473290Z   Serial tests (0):
2024-08-20T21:57:37.4473500Z   Parallel tests (8):
2024-08-20T21:57:37.4474480Z     test_metal 1/1
2024-08-20T21:57:37.4474700Z     test_modules 1/2
2024-08-20T21:57:37.4475470Z     test_modules 2/2
2024-08-20T21:57:37.4475680Z     test_mps 1/5
2024-08-20T21:57:37.4476310Z     test_mps 2/5
2024-08-20T21:57:37.4476500Z     test_mps 3/5
2024-08-20T21:57:37.4476680Z     test_mps 4/5
2024-08-20T21:57:37.4476850Z     test_mps 5/5
2024-08-20T21:57:37.4477070Z Name: excluded (est. time: 0.0min)
2024-08-20T21:57:37.4477360Z   Serial tests (0):
2024-08-20T21:57:37.4477560Z   Parallel tests (0):
2024-08-20T21:57:37.5097510Z No TD results found
2024-08-20T21:57:37.5098940Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /Users/ec2-user/runner/_work/pytorch/pytorch/test/.pytorch-disabled-tests.json
2024-08-20T21:57:37.5100020Z Ignoring disabled issues:  ['']
2024-08-20T21:57:37.5186400Z Running test_metal 1/1 ... [2024-08-20 21:57:37.517117]
2024-08-20T21:57:37.5191860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:57:37.5234350Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/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'] ... [2024-08-20 21:57:37.517747]
2024-08-20T21:57:39.2756240Z 
2024-08-20T21:57:39.2757260Z test_metal 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_metal_1.1_39e69c87a883e6cd_.log
2024-08-20T21:57:39.2758140Z Running 0 items in this shard:
2024-08-20T21:57:39.2762830Z 
2024-08-20T21:57:39.2763430Z Running test_modules 1/2 ... [2024-08-20 21:57:39.276189]
2024-08-20T21:57:39.2763890Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:57:39.2767440Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/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'] ... [2024-08-20 21:57:39.276540]
2024-08-20T21:57:47.7236010Z 
2024-08-20T21:57:47.7336930Z test_modules 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_1.2_c73aa2a6956a4e66_.log
2024-08-20T21:57:47.7436390Z Running 0 items in this shard:
2024-08-20T21:57:47.7536420Z 
2024-08-20T21:57:47.7636900Z Running test_modules 2/2 ... [2024-08-20 21:57:47.723938]
2024-08-20T21:57:47.7736870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:57:47.7838140Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/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'] ... [2024-08-20 21:57:47.724220]
2024-08-20T21:57:50.5468770Z 
2024-08-20T21:57:50.5569660Z test_modules 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_2.2_db9a7f5a88a50106_.log
2024-08-20T21:57:50.5669250Z Running 0 items in this shard:
2024-08-20T21:57:50.5769300Z 
2024-08-20T21:57:50.5870010Z Running test_mps 1/5 ... [2024-08-20 21:57:50.547178]
2024-08-20T21:57:50.5970180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:57:50.6071570Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=1', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-08-20 21:57:50.547432]
2024-08-20T21:57:54.0121870Z 
2024-08-20T21:57:54.0124580Z test_mps 1/5 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_1.5_a9e1c22e6ad64e23_.log
2024-08-20T21:57:54.0135340Z Running 1 items in this shard: test/test_mps.py::TestMPS::test_default_mps_generator
2024-08-20T21:57:54.0135750Z 
2024-08-20T21:57:54.0135960Z Running test_mps 2/5 ... [2024-08-20 21:57:54.012509]
2024-08-20T21:57:54.0136340Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:57:54.0138240Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=2', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-08-20 21:57:54.012771]
2024-08-20T21:57:57.6974280Z 
2024-08-20T21:57:57.6984760Z test_mps 2/5 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_2.5_8418de94106fc5d9_.log
2024-08-20T21:57:57.6985700Z Running 1 items in this shard: test/test_mps.py::TestMPS::test_mps_allocator_module
2024-08-20T21:57:57.6986100Z 
2024-08-20T21:57:57.6986310Z Running test_mps 3/5 ... [2024-08-20 21:57:57.697809]
2024-08-20T21:57:57.6986720Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:57:57.6988240Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-08-20 21:57:57.698106]
2024-08-20T21:58:01.1260090Z 
2024-08-20T21:58:01.1264390Z test_mps 3/5 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_3.5_f04c51e86cb8ed2b_.log
2024-08-20T21:58:01.1265060Z Running 0 items in this shard:
2024-08-20T21:58:01.1268570Z 
2024-08-20T21:58:01.1269370Z Running test_mps 4/5 ... [2024-08-20 21:58:01.126342]
2024-08-20T21:58:01.1269710Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:58:01.1271030Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=4', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-08-20 21:58:01.126619]
2024-08-20T21:58:04.4887110Z 
2024-08-20T21:58:04.4897620Z test_mps 4/5 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_4.5_6c2b39b944f9ae35_.log
2024-08-20T21:58:04.4923230Z Running 0 items in this shard:
2024-08-20T21:58:04.4937370Z 
2024-08-20T21:58:04.4940910Z Running test_mps 5/5 ... [2024-08-20 21:58:04.488992]
2024-08-20T21:58:04.4941260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:58:04.4942470Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3', '-bb', 'test_mps.py', '-m', 'serial', '--shard-id=5', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-08-20 21:58:04.489239]
2024-08-20T21:58:07.9063960Z 
2024-08-20T21:58:07.9065000Z test_mps 5/5 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_5.5_fd7e9825484bbad8_.log
2024-08-20T21:58:07.9065790Z Running 0 items in this shard:
2024-08-20T21:58:07.9066520Z 
2024-08-20T21:58:07.9095900Z Running test_metal 1/1 ... [2024-08-20 21:58:07.909444]
2024-08-20T21:58:07.9096350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:58:07.9096840Z Running test_modules 1/2 ... [2024-08-20 21:58:07.909597]
2024-08-20T21:58:07.9097270Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:58:07.9100170Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/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'] ... [2024-08-20 21:58:07.909830]
2024-08-20T21:58:07.9101760Z Running test_modules 2/2 ... [2024-08-20 21:58:07.909834]
2024-08-20T21:58:07.9102220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:58:07.9103900Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/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'] ... [2024-08-20 21:58:07.909966]
2024-08-20T21:58:07.9107140Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/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'] ... [2024-08-20 21:58:07.910224]
2024-08-20T21:58:10.3481900Z 
2024-08-20T21:58:10.3482890Z test_metal 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_metal_1.1_1d9f905888ba2b55_.log
2024-08-20T21:58:10.3483730Z Running 1 items in this shard: test/test_metal.py::TestMetalRewritePass::test_conv
2024-08-20T21:58:10.3484090Z 
2024-08-20T21:58:11.8598680Z Running test_mps 1/5 ... [2024-08-20 21:58:11.859617]
2024-08-20T21:58:11.8599630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T21:58:11.8601980Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3', '-bb', 'test_mps.py', '-m', 'not serial', '--shard-id=1', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-08-20 21:58:11.859894]
2024-08-20T22:01:29.4105800Z 
2024-08-20T22:01:29.4107320Z test_mps 1/5 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_1.5_11846e7a7e3d8c8a_.log
2024-08-20T22:01:29.4523390Z Running 1234 items in this shard: test/test_mps.py::MPSReluTest::testNumbersCPU, test/test_mps.py::MatmulTest::test_vector_x_vector, test/test_mps.py::MPSLeakyReluTest::testNpLeakyRelu, test/test_mps.py::TestMPS::testNumbersGPU, test/test_mps.py::TestMPS::test_activation_checkpoint_does_not_error, test/test_mps.py::TestMPS::test_addcdiv_transpose, test/test_mps.py::TestMPS::test_addcmul, test/test_mps.py::TestMPS::test_addr, test/test_mps.py::TestMPS::test_bce_loss_always_nonnegative, test/test_mps.py::TestMPS::test_bce_with_logits_broadcasts_pos_weights, test/test_mps.py::TestMPS::test_bce_with_logits_with_pos_weight_has_correct_grad_at_zero, test/test_mps.py::TestMPS::test_bincount_reduction, test/test_mps.py::TestMPS::test_cast_mps_to_cpu, test/test_mps.py::TestMPS::test_cat2, test/test_mps.py::TestMPS::test_cdist_norm, test/test_mps.py::TestMPS::test_conv_raises_error, test/test_mps.py::TestMPS::test_conv_transpose2d, test/test_mps.py::TestMPS::test_copy_broadcasting, test/test_mps.py::TestMPS::test_cumsum_all_dtypes, test/test_mps.py::TestMPS::test_exp, test/test_mps.py::TestMPS::test_exponential_1, test/test_mps.py::TestMPS::test_gelu_simple, test/test_mps.py::TestMPS::test_gelu_tanh, test/test_mps.py::TestMPS::test_hardswish, test/test_mps.py::TestMPS::test_index_64bit, test/test_mps.py::TestMPS::test_index_select, test/test_mps.py::TestMPS::test_index_storage_offset, test/test_mps.py::TestMPS::test_is_nonzero, test/test_mps.py::TestMPS::test_le_scalar, test/test_mps.py::TestMPS::test_linspace, test/test_mps.py::TestMPS::test_local_scalar_dense_mps, test/test_mps.py::TestMPS::test_log_two, test/test_mps.py::TestMPS::test_median_int16, test/test_mps.py::TestMPS::test_mm, test/test_mps.py::TestMPS::test_mps_generator, test/test_mps.py::TestMPS::test_nansum, test/test_mps.py::TestMPS::test_norm, test/test_mps.py::TestMPS::test_reciprocal, test/test_mps.py::TestMPS::test_repeat, test/test_mps.py::TestMPS::test_scatter_add, test/test_mps.py::TestMPS::test_scatter_add_scalar, test/test_mps.py::TestMPS::test_slice_of_slice, test/test_mps.py::TestMPS::test_sqrt, test/test_mps.py::TestMPS::test_std, test/test_mps.py::TestMPS::test_tanh, test/test_mps.py::TestMPS::test_torch_repeat_interleave, test/test_mps.py::TestMPS::test_triu_inf, test/test_mps.py::TestMPS::test_unary_ops_storage_offset_strided, test/test_mps.py::TestMPS::test_uniform, test/test_mps.py::TestMPS::test_unique_all_dtypes, test/test_mps.py::TestMPS::test_upsample_bilinear2d, test/test_mps.py::TestMPS::test_weight_norm, test/test_mps.py::TestLogical::test_logical_and, test/test_mps.py::TestLogical::test_logical_xor, test/test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_mean_sum_backward, test/test_mps.py::TestNLLLoss::test_nll_loss_empty_tensor_reduction_mean, 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_invalid_weights, test/test_mps.py::TestNNMPS::test_conv2d_backward_collision, test/test_mps.py::TestNNMPS::test_invalid_conv1d, test/test_mps.py::TestNNMPS::test_print_non_contiguous, test/test_mps.py::TestNNMPS::test_requires_grad_, test/test_mps.py::TestSDPA::test_sdpa_mask_fp32, test/test_mps.py::TestSDPA::test_sdpa_no_mask_causal_fp16_L7_S17_NH23_HS121, test/test_mps.py::TestViewOpsMPS::test_chunk, test/test_mps.py::TestViewOpsMPS::test_contiguous, test/test_mps.py::TestViewOpsMPS::test_flatten_nonview, test/test_mps.py::TestViewOpsMPS::test_flatten_view, test/test_mps.py::TestViewOpsMPS::test_movedim_view, test/test_mps.py::TestViewOpsMPS::test_narrow, test/test_mps.py::TestViewOpsMPS::test_resize_overflow, test/test_mps.py::TestViewOpsMPS::test_split, test/test_mps.py::TestViewOpsMPS::test_t, test/test_mps.py::TestViewOpsMPS::test_unbind_view, test/test_mps.py::TestViewOpsMPS::test_view_copy, test/test_mps.py::TestConvolutionMPS::test_conv1d_channels_last, test/test_mps.py::TestConvolutionMPS::test_conv1d_contiguous, test/test_mps.py::TestAdvancedIndexing::test_bool_indices, test/test_mps.py::TestAdvancedIndexing::test_byte_mask, test/test_mps.py::TestAdvancedIndexing::test_byte_tensor_assignment, test/test_mps.py::TestAdvancedIndexing::test_indexing_get, test/test_mps.py::TestAdvancedIndexing::test_multiple_byte_mask, test/test_mps.py::TestAdvancedIndexing::test_nonzero, test/test_mps.py::TestAdvancedIndexing::test_nonzero_astuple_out, test/test_mps.py::TestAdvancedIndexing::test_setitem_scalars, test/test_mps.py::TestAdvancedIndexing::test_single_int, test/test_mps.py::TestAdvancedIndexing::test_step, test/test_mps.py::TestAdvancedIndexing::test_step_assignment, test/test_mps.py::TestRNNMPS::test_LSTM_cell_forward_input_size, test/test_mps.py::TestRNNMPS::test_lstm_backward, test/test_mps.py::TestRNNMPS::test_lstm_forward, test/test_mps.py::TestNoRegression::test_assert_close, test/test_mps.py::TestComplex::test_tensor_scalar_binops, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___getitem___cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___radd___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___rmul___cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___rpow___cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___rsub___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_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match__upsample_bilinear2d_aa_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_allclose_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_amax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_any_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_any_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_arange_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_argmin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_atan2_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_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_bernoulli_cpu_float16, 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_bucketize_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cdist_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cdouble_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_ceil_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cfloat_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_chalf_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_complex_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_conj_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_contiguous_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_corrcoef_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cosh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cummax_cpu_float16, 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test/test_mps.py::TestConsistencyCPU::test_output_match___rpow___cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match___rpow___cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match___rsub___cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match___rsub___cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match___rxor___cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match__chunk_cat_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match__chunk_cat_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match__upsample_bilinear2d_aa_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addcdiv_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_allclose_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_bool, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_int32, 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_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_uint8, 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_baddbmm_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_left_shift_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_int64, 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_broadcast_tensors_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_float16, 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_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_uint8, 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_cfloat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_inverse_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_uint8, 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_cos_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_int16, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cumulative_trapezoid_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_int64, 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_dsplit_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_int64, 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_equal_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_float16, 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_erfc_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_complex64, 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_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_exponential_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_divide_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_uint8, 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_like_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_gather_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_gather_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_gcd_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_gcd_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_geometric_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_geometric_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_geometric_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_heaviside_cpu_int16, 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_hsplit_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_igamma_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_igammac_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_copy_cpu_uint8, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_inner_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_isin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_isin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_isin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_isin_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_isinf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_isinf_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_isinf_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_isinf_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_complex64, 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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_isneginf_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_isreal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_item_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_item_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_4inputs_with_extra_args_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_cpu_complex64, 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_float32, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_kron_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_kron_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_kron_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_le_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_le_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_lgamma_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_lgamma_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cond_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cross_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cross_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_diagonal_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_diagonal_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_diagonal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_diagonal_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_diagonal_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_diagonal_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_eig_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_eigvalsh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_inv_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_ldl_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lstsq_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lu_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lu_factor_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_norm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_multi_dot_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_multi_dot_cpu_int32, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_qr_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_solve_ex_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_tensorinv_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_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_int16, 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_log10_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_log2_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_log2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_log2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_log_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_log_softmax_with_dtype_cpu_bool, 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_logaddexp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logcumsumexp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logcumsumexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_not_cpu_uint8, 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_logical_xor_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_xor_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_xor_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_logit_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_logit_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_logsumexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logsumexp_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_logsumexp_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_int32, 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_mT_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amax_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumprod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumprod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumprod_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_log_softmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logaddexp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_median_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_softmin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_var_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_matmul_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_matmul_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_matrix_exp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_dim_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_dim_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_with_dim_cpu_bool, 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_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_median_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_min_binary_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_min_binary_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_no_dim_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_no_dim_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_with_dim_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_with_dim_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_mm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_mm_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_mode_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_mode_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mode_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_mode_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_mul_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_1_cpu_float16, 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_3_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nansum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_ne_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_ne_cpu_uint8, 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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_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_w_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_w_cpu_int32, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_erfcx_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_erfcx_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i0e_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1e_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1e_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_laguerre_polynomial_l_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_laguerre_polynomial_l_cpu_int8, 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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_legendre_polynomial_p_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_legendre_polynomial_p_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_legendre_polynomial_p_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_log_ndtr_cpu_float32, 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_i0_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i1_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k1_cpu_bool, 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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k1_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtri_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtri_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k0_cpu_bool, 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_k0_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k1_cpu_uint8, 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_u_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_u_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_u_cpu_int8, 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_spherical_bessel_j0_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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_split_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_split_list_args_cpu_float32, 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_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_sqrt_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_sqrt_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_std_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_std_mean_unbiased_cpu_float16, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_int64, 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_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_float16, 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_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_complex64, 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_to_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_topk_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_topk_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_topk_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_topk_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_torch_ops_aten__safe_softmax_default_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_torch_ops_aten__safe_softmax_default_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_trace_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_trace_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_trace_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_trace_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_trace_cpu_uint8, 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_trapezoid_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_trunc_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_uniform_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_consecutive_cpu_int16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_zero__cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_zero__cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_like_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_like_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_like_cpu_float32, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___rdiv___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_add_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_atan2_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_bitwise_right_shift_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_diagonal_copy_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_div_no_rounding_mode_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_div_trunc_rounding_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_fliplr_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_flipud_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_hsplit_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_hstack_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_igammac_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_isclose_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_jiterator_binary_return_by_ref_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_le_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_log_normal_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_masked_fill_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_masked_scatter_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_hinge_embedding_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_max_pool1d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_max_pool2d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_rrelu_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_ormqr_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_polar_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_reshape_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_exponential_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_hann_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_laguerre_polynomial_l_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_shifted_chebyshev_polynomial_w_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_sub_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_triu_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_uniform_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_xlogy_mps, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_broadcast_tensors_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_item_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_permute_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_blackman_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_exponential_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_hann_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_squeeze_multiple_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_transpose_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_where_mps_float32, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_float64, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_int32, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_int64, 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_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_64_q_group_32_num_groups_2_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_32_n_64_q_group_64_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_64_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_32_k_64_n_64_mps
2024-08-20T22:01:29.4880410Z 
2024-08-20T22:01:33.2449460Z Running test_mps 2/5 ... [2024-08-20 22:01:33.244768]
2024-08-20T22:01:33.2450010Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T22:01:33.2452640Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3', '-bb', 'test_mps.py', '-m', 'not serial', '--shard-id=2', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-08-20 22:01:33.245105]
2024-08-20T22:02:01.4665300Z 
2024-08-20T22:02:01.4666100Z test_modules 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_1.2_903453b5b5c1f320_.log
2024-08-20T22:02:01.5732070Z 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
2024-08-20T22:02:01.6763000Z 
2024-08-20T22:02:02.9949550Z Running test_mps 3/5 ... [2024-08-20 22:02:02.994798]
2024-08-20T22:02:03.0031390Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T22:02:03.0108680Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3', '-bb', 'test_mps.py', '-m', 'not serial', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-08-20 22:02:02.995066]
2024-08-20T22:04:44.3916030Z 
2024-08-20T22:04:44.3924430Z test_modules 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_modules_2.2_0c8cd0e7493a04ce_.log
2024-08-20T22:04:44.5463170Z 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, 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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
2024-08-20T22:04:44.6522220Z 
2024-08-20T22:04:49.7755260Z Running test_mps 4/5 ... [2024-08-20 22:04:49.775217]
2024-08-20T22:04:49.7773370Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T22:04:49.7860540Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3', '-bb', 'test_mps.py', '-m', 'not serial', '--shard-id=4', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-08-20 22:04:49.775691]
2024-08-20T22:05:02.5706210Z 
2024-08-20T22:05:02.5707990Z test_mps 2/5 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_2.5_81a4bfa45027c2f3_.log
2024-08-20T22:05:02.6157350Z Running 1250 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::MPSLeakyReluTest::testNumbersCPU, test/test_mps.py::TestMPS::test_add_sub, test/test_mps.py::TestMPS::test_argmin_argmax, test/test_mps.py::TestMPS::test_atan2, test/test_mps.py::TestMPS::test_batch_norm_backward, test/test_mps.py::TestMPS::test_bce_with_logits_broadcasts_weights, test/test_mps.py::TestMPS::test_binops_dtype_precedence, test/test_mps.py::TestMPS::test_buffer_size_match, test/test_mps.py::TestMPS::test_cat1, test/test_mps.py::TestMPS::test_cdist_large, test/test_mps.py::TestMPS::test_cdist_large_batch, test/test_mps.py::TestMPS::test_cdist_non_contiguous, test/test_mps.py::TestMPS::test_cdist_norm_batch, test/test_mps.py::TestMPS::test_cdist_same_inputs, test/test_mps.py::TestMPS::test_clamp, test/test_mps.py::TestMPS::test_clamp_fp16_fp32, test/test_mps.py::TestMPS::test_clamp_min, test/test_mps.py::TestMPS::test_cumsum_bool, test/test_mps.py::TestMPS::test_cumsum_dim_check, test/test_mps.py::TestMPS::test_device_synchronize, test/test_mps.py::TestMPS::test_div_bugs, test/test_mps.py::TestMPS::test_embedding_dense_backward, test/test_mps.py::TestMPS::test_eq, test/test_mps.py::TestMPS::test_eq_int64, test/test_mps.py::TestMPS::test_exp1, test/test_mps.py::TestMPS::test_fill_storage_offset, test/test_mps.py::TestMPS::test_flip, test/test_mps.py::TestMPS::test_gather, test/test_mps.py::TestMPS::test_gather_scalar, test/test_mps.py::TestMPS::test_gt_scalar, test/test_mps.py::TestMPS::test_ifft, test/test_mps.py::TestMPS::test_im2col, test/test_mps.py::TestMPS::test_index_add, test/test_mps.py::TestMPS::test_index_select_scalar, test/test_mps.py::TestMPS::test_jit_save_load, test/test_mps.py::TestMPS::test_layer_norm, test/test_mps.py::TestMPS::test_layer_norm_backward, test/test_mps.py::TestMPS::test_linear1D_backward, test/test_mps.py::TestMPS::test_linear2D_no_bias_backward, test/test_mps.py::TestMPS::test_linear3D, test/test_mps.py::TestMPS::test_linear3D_no_bias_backward, test/test_mps.py::TestMPS::test_linear_1d_weight, test/test_mps.py::TestMPS::test_linear_errors, test/test_mps.py::TestMPS::test_log_softmax_large_numbers, test/test_mps.py::TestMPS::test_log_ten, test/test_mps.py::TestMPS::test_logaddexp2, test/test_mps.py::TestMPS::test_lt, test/test_mps.py::TestMPS::test_mm_large, test/test_mps.py::TestMPS::test_ne, test/test_mps.py::TestMPS::test_normal, test/test_mps.py::TestMPS::test_reduction_ops_5D, test/test_mps.py::TestMPS::test_reduction_sum_max_long_val, test/test_mps.py::TestMPS::test_remainder, test/test_mps.py::TestMPS::test_scalar_from_slice_binary, test/test_mps.py::TestMPS::test_select, test/test_mps.py::TestMPS::test_sign, test/test_mps.py::TestMPS::test_signbit, test/test_mps.py::TestMPS::test_silu, test/test_mps.py::TestMPS::test_slice_reshape, test/test_mps.py::TestMPS::test_slice_view_api_float32, test/test_mps.py::TestMPS::test_sort, test/test_mps.py::TestMPS::test_transpose_4D, test/test_mps.py::TestMPS::test_tril, test/test_mps.py::TestMPS::test_triu, test/test_mps.py::TestMPS::test_type_casting, test/test_mps.py::TestMPS::test_unfold, test/test_mps.py::TestMPS::test_unique, test/test_mps.py::TestMPS::test_unique_consecutive, test/test_mps.py::TestMPS::test_view_slice_reshape, test/test_mps.py::TestLogical::test_isin_asserts, test/test_mps.py::TestLogical::test_min_max, test/test_mps.py::TestLogical::test_min_max_nan_propagation, test/test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_none, test/test_mps.py::TestNNMPS::test_module_backcompat, test/test_mps.py::TestSDPA::test_sdpa_mask_fp16_L6_S17_NH23_HS121, test/test_mps.py::TestSDPA::test_sdpa_no_mask_causal_fp32, test/test_mps.py::TestGatherScatter::test_inplace_scatter, 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test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_allclose_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_bool, 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_angle_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_int16, 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_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_float32, 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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_float32, 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_atanh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_int16, 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_int16, 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_baddbmm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_int32, 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_bincount_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_int32, 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_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_xor_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_shapes_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_solve_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_int16, 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_complex_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_complex_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_uint8, 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_copysign_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_float32, 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_cummax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cumulative_trapezoid_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cumulative_trapezoid_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumulative_trapezoid_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_float32, 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_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_bool, 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_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft_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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_divide_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_gather_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_gather_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_gather_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_gather_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_geometric_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_geqrf_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_gradient_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_grid_sampler_2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_heaviside_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_heaviside_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_hsplit_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_hypot_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_hypot_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_igamma_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_fill_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_fill_cpu_uint8, 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_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_int32, 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_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_inner_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_inner_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_inner_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_bool, 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test/test_mps.py::TestConsistencyCPU::test_output_match_istft_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_item_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_item_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_int16, 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_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_4inputs_with_extra_args_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_4inputs_with_extra_args_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_4inputs_with_extra_args_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_return_by_ref_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_return_by_ref_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_kthvalue_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_kthvalue_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_lcm_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_lcm_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_lcm_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_le_cpu_bool, 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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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_mean_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_softmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_softmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_var_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_var_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_matmul_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_matmul_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_matrix_exp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_dim_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_float16, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_min_binary_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_with_dim_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_with_dim_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_mm_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_movedim_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_mul_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_mul_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_mul_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_mv_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_mv_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_mv_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_1_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_1_cpu_int64, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_5_cpu_float16, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmean_cpu_float16, 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_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_native_batch_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_native_dropout_backward_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_native_layer_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_new_empty_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_new_empty_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_new_full_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_new_full_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_new_full_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_new_full_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_new_zeros_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_avg_pool1d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_avg_pool3d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_max_pool2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_alpha_dropout_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_batch_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_bilinear_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_bilinear_cpu_uint8, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose1d_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose2d_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose2d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose2d_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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cosine_embedding_loss_cpu_bool, 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_similarity_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cosine_similarity_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_dropout_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_feature_alpha_dropout_with_train_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_feature_alpha_dropout_without_train_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_feature_alpha_dropout_without_train_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_feature_alpha_dropout_without_train_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_feature_alpha_dropout_without_train_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_feature_alpha_dropout_without_train_cpu_uint8, 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_float16, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_bilinear_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_l1_loss_cpu_float16, 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_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_linear_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_local_response_norm_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_margin_ranking_loss_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_pool1d_cpu_float32, 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_pool2d_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_pool3d_cpu_int16, 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_pool3d_cpu_uint8, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_mse_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_multilabel_margin_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_normalize_cpu_float16, 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_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_circular_cpu_float32, 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_replicate_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_replicate_negative_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_unshuffle_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_unshuffle_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_prelu_cpu_float16, 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_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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu_cpu_uint8, 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_scaled_dot_product_attention_cpu_float32, 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_softshrink_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_tanhshrink_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_tanhshrink_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_tanhshrink_cpu_uint8, 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_with_distance_loss_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_unfold_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_static_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_fro_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_fro_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_inf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_nuc_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_normal_in_place_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_outer_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_pinverse_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_polar_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_0_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_1_cpu_bool, 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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_3_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_4_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_put_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_put_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_rand_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_like_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_like_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_like_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_randn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_randn_like_cpu_complex64, 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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_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_prod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_prod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_prod_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_sum_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_sum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_searchsorted_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_searchsorted_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_select_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_select_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_select_scatter_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sigmoid_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_signal_windows_nuttall_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_signbit_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sinc_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_scatter_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_scatter_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_with_dtype_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_with_dtype_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_with_dtype_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_with_dtype_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sort_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sort_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sort_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_sort_cpu_uint8, 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_airy_ai_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j0_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j0_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y0_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y0_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_u_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_w_cpu_int64, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_log_ndtr_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_log_ndtr_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_log_ndtr_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_log_ndtr_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_i1_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k0_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_ndtr_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtri_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_polygamma_special_polygamma_n_0_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k1_cpu_bool, 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_int8, 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_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_w_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_zeta_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_zeta_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_zeta_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_split_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_split_list_args_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_split_list_args_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_split_list_args_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_copy_cpu_float16, 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_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_sqrt_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sqrt_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_int8, 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_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_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_svd_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_bool, 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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_trapezoid_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_indices_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_indices_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_trunc_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_trunc_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_bool, 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test/test_mps.py::TestErrorInputsMPS::test_error_inputs___rmul___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_cat_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_cauchy_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_clamp_max_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_cov_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_eq_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_exponential_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_ifftn_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_ihfft2_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_ihfftn_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_rfft_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_gt_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_heaviside_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_histogramdd_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_hypot_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_jiterator_binary_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_lcm_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_linalg_lstsq_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_linspace_tensor_overload_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_mean_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_native_layer_norm_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_ne_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_avg_pool2d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_avg_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_huber_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_triplet_margin_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_reshape_as_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_roll_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_bartlett_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_blackman_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_cosine_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_general_hamming_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_chebyshev_polynomial_u_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_t_copy_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_vdot_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_view_as_mps, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_allclose_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_linalg_tensorsolve_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_linalg_vecdot_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_ravel_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_roll_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_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_bfloat16, 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_48_q_group_64_num_groups_1_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_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_128_num_groups_2_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_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_48_q_group_128_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_48_q_group_32_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__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_64_k_64_n_64_mps, test/test_mps.py::TestLinalgMPSMPS::test_matrix_rank_mps
2024-08-20T22:05:02.6530810Z 
2024-08-20T22:05:06.0041740Z Running test_mps 5/5 ... [2024-08-20 22:05:06.003165]
2024-08-20T22:05:06.0042170Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set
2024-08-20T22:05:06.0043860Z Executing ['/Users/ec2-user/runner/_work/_temp/conda_environment_10479310961/bin/python3', '-bb', 'test_mps.py', '-m', 'not serial', '--shard-id=5', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2024-08-20 22:05:06.003607]
2024-08-20T22:05:43.5583320Z 
2024-08-20T22:05:43.5586030Z test_mps 3/5 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_3.5_e8237448acb5aa1c_.log
2024-08-20T22:05:43.5995290Z Running 1259 items in this shard: test/test_mps.py::MatmulTest::test_batched_matrix_x_broadcasted_vector, test/test_mps.py::MatmulTest::test_matrix_x_vector, test/test_mps.py::TestAvgPool::test_doubletensor_avg_pool2d_with_divisor, test/test_mps.py::TestMPS::test_addmm, test/test_mps.py::TestMPS::test_amax, test/test_mps.py::TestMPS::test_amin, test/test_mps.py::TestMPS::test_argmax, 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_bincount_simple, test/test_mps.py::TestMPS::test_cat_non_contiguous, test/test_mps.py::TestMPS::test_cdist_euclidean_large, test/test_mps.py::TestMPS::test_cdist_non_contiguous_batch, test/test_mps.py::TestMPS::test_clamp_max, test/test_mps.py::TestMPS::test_clamp_nan, test/test_mps.py::TestMPS::test_copy_storage_offset, test/test_mps.py::TestMPS::test_count_nonzero, test/test_mps.py::TestMPS::test_cpu_to_strided_mps_copy, test/test_mps.py::TestMPS::test_cross_entropy_loss, test/test_mps.py::TestMPS::test_cumsum_minus_one_axis, test/test_mps.py::TestMPS::test_divmode, test/test_mps.py::TestMPS::test_expand, test/test_mps.py::TestMPS::test_glu, test/test_mps.py::TestMPS::test_hardtanh, test/test_mps.py::TestMPS::test_interpolate, test/test_mps.py::TestMPS::test_linear2D, test/test_mps.py::TestMPS::test_linear2D_backward, test/test_mps.py::TestMPS::test_linear2D_no_bias, test/test_mps.py::TestMPS::test_linear3D_no_bias, test/test_mps.py::TestMPS::test_lt_scalar, test/test_mps.py::TestMPS::test_masked_fill, test/test_mps.py::TestMPS::test_max_el, test/test_mps.py::TestMPS::test_mean, test/test_mps.py::TestMPS::test_min_el, test/test_mps.py::TestMPS::test_mish_simple, test/test_mps.py::TestMPS::test_mps_event_module, test/test_mps.py::TestMPS::test_mps_profiler_module, test/test_mps.py::TestMPS::test_mse_loss, test/test_mps.py::TestMPS::test_multinomial, test/test_mps.py::TestMPS::test_pow, test/test_mps.py::TestMPS::test_range, test/test_mps.py::TestMPS::test_scatter_reduce, test/test_mps.py::TestMPS::test_signed_vs_unsigned_comparison, test/test_mps.py::TestMPS::test_slice_scatter, test/test_mps.py::TestMPS::test_to_casting, test/test_mps.py::TestMPS::test_transpose_2D, test/test_mps.py::TestMPS::test_transpose_3D, test/test_mps.py::TestMPS::test_unfold_scalars, test/test_mps.py::TestLogical::test_isin, test/test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_mean_backward, test/test_mps.py::TestNLLLoss::test_nll_loss_1d, test/test_mps.py::TestNNMPS::test_conv3d_backward_collision, test/test_mps.py::TestNNMPS::test_invalid_conv2d, test/test_mps.py::TestNNMPS::test_zero_grad, test/test_mps.py::TestPad::test_circular_pad, test/test_mps.py::TestPad::test_constant_pad, test/test_mps.py::TestSDPA::test_sdpa_no_mask_causal_fp16_L7_S17, test/test_mps.py::TestViewOpsMPS::test_atleast_gradient, test/test_mps.py::TestViewOpsMPS::test_basic_indexing_ellipses_view, test/test_mps.py::TestViewOpsMPS::test_chunk_view, test/test_mps.py::TestViewOpsMPS::test_contiguous_nonview, test/test_mps.py::TestViewOpsMPS::test_contiguous_self, test/test_mps.py::TestViewOpsMPS::test_reshape_as_view, test/test_mps.py::TestViewOpsMPS::test_resize_as_preserves_strides, test/test_mps.py::TestViewOpsMPS::test_squeeze_view, test/test_mps.py::TestViewOpsMPS::test_transpose_view, test/test_mps.py::TestViewOpsMPS::test_unsqueeze_view, test/test_mps.py::TestConvolutionMPS::test_conv2d_single_stride, test/test_mps.py::TestConvolutionMPS::test_grid_sample, test/test_mps.py::TestAdvancedIndexing::test_byte_mask_accumulate, test/test_mps.py::TestAdvancedIndexing::test_cpu_indices, test/test_mps.py::TestAdvancedIndexing::test_empty_ndim_index_bool, test/test_mps.py::TestAdvancedIndexing::test_index_put_with_view_indices, test/test_mps.py::TestAdvancedIndexing::test_indexing_select_corners, test/test_mps.py::TestAdvancedIndexing::test_nonzero_no_warning, test/test_mps.py::TestAdvancedIndexing::test_zero_dim_index, test/test_mps.py::TestRNNMPS::test_LSTM_cell, test/test_mps.py::TestRNNMPS::test_LSTM_cell_forward_hidden_size, test/test_mps.py::TestRNNMPS::test_RNN_cell_no_broadcasting, test/test_mps.py::TestNoRegression::test_double_error, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___getitem___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___rdiv___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match___rmod___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match__chunk_cat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match__native_batch_norm_legit_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match__segment_reduce_offsets_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_abs_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_acosh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_add_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_addbmm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_addcdiv_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_addmm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_alias_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_amin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_amin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_aminmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_aminmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_angle_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_argmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_argmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_argmin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_as_strided_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_as_strided_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_as_strided_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_as_strided_scatter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_asinh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_atleast_1d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_block_diag_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_bmm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_bmm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_cat_cpu_float32, 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test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unique_consecutive_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unsafe_chunk_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unsqueeze_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unsqueeze_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_var_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_var_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_view_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_view_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_H_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_H_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match___getitem___cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match___rand___cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match___rand___cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match___rdiv___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match___rmatmul___cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match___rmod___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match___ror___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___rpow___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___rsub___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match___rsub___cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match___rsub___cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match___rxor___cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match___rxor___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match__chunk_cat_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match__chunk_cat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match__chunk_cat_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match__native_batch_norm_legit_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match__segment_reduce_offsets_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_complex64, 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_addcdiv_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_addcdiv_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_int16, 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_arange_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_argsort_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_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_scatter_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_int8, 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_atan_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_atan_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_1d_cpu_int8, 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_atleast_2d_cpu_int64, 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_bfloat16_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_left_shift_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_left_shift_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_int16, 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_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cdist_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_float32, 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_chalf_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_int16, 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_combinations_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_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_constant_pad_nd_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_copysign_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cumulative_trapezoid_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_dist_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_uint8, 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_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_int8, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_complex64, 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_flipud_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_uint8, 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test/test_mps.py::TestConsistencyCPU::test_output_match_frexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_gather_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_gather_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_gcd_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_gcd_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_geometric_cpu_int32, 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test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_mean_cpu_int32, 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_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_isinf_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_uint8, 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test/test_mps.py::TestConsistencyCPU::test_output_match_kron_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_kron_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_lcm_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_lcm_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_le_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_lgamma_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_lgamma_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cholesky_ex_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cross_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_det_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_diagonal_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_eigh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_ldl_factor_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lstsq_grad_oriented_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lu_solve_cpu_complex64, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_power_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_rank_hermitian_cpu_complex64, 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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_multi_dot_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_pinv_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_pinv_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_pinv_hermitian_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_slogdet_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_solve_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_tensorsolve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vander_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vecdot_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vecdot_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vector_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vector_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_log2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_log_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_log_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_log_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_log_normal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_log_softmax_with_dtype_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logaddexp2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logaddexp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logcumsumexp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_not_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_not_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_or_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_or_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_logit_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_uint8, 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_long_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_lu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_lu_solve_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_lu_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mH_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amin_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumprod_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logaddexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_mean_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_median_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_normalize_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_scatter_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_softmin_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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_sum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_var_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_matmul_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_matmul_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_dim_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_with_dim_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_maximum_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_median_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_median_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_uint8, 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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_min_binary_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_min_binary_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_no_dim_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_no_dim_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_no_dim_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_no_dim_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_with_dim_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_mm_cpu_float16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_nan_to_num_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nanquantile_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nansum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_native_layer_norm_cpu_float32, 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test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv3d_cpu_float16, 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_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_dropout2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_dropout_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_elu_cpu_float16, 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_glu_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardtanh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardtanh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_huber_loss_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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_nearest-exact_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_layer_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_local_response_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_logsigmoid_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_margin_ranking_loss_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_margin_ranking_loss_cpu_int8, 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test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softmin_with_dtype_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softsign_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_tanhshrink_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_threshold_cpu_int16, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_upsample_nearest_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_static_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_static_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_inf_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_ormqr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_outer_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_pinverse_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_0_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_3_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_4_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_4_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_pow_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_pow_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_pow_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_pow_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_prod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_prod_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_put_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_put_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_qr_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_rad2deg_cpu_float16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_reciprocal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_reciprocal_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_reciprocal_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_reciprocal_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_remainder_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_renorm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_interleave_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_as_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_resize__cpu_bool, 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test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_round_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_rsqrt_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_rsub_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_scalar_tensor_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_scalar_tensor_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_add_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_amax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_mean_cpu_int16, 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_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_sum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_select_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_select_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_select_cpu_float32, 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_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_select_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_select_scatter_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_select_scatter_cpu_uint8, 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test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_64_k_32_n_64_mps, test/test_mps.py::TestLinalgMPSMPS::test_addmm_mps
2024-08-20T22:05:43.6349760Z 
2024-08-20T22:07:48.6088260Z 
2024-08-20T22:07:48.6103680Z test_mps 4/5 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_4.5_c5ba5860419b65a3_.log
2024-08-20T22:07:48.6525620Z Running 1204 items in this shard: test/test_mps.py::TestMemoryLeak::test_mps_memory_leak_detection, test/test_mps.py::MatmulTest::test_batched_matrix_x_batched_matrix, test/test_mps.py::TestMPS::test_adaptive_avg_pool2d_simple, test/test_mps.py::TestMPS::test_adaptive_max_pool2d_simple, test/test_mps.py::TestMPS::test_addcdiv, test/test_mps.py::TestMPS::test_arange, test/test_mps.py::TestMPS::test_avg_pool2d_count_include_pad, test/test_mps.py::TestMPS::test_batch_norm, 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_has_correct_grad_at_zero, test/test_mps.py::TestMPS::test_bce_with_logits_ones_in_pos_weights_are_the_same_as_none, test/test_mps.py::TestMPS::test_bce_with_logits_stability, test/test_mps.py::TestMPS::test_bernoulli, test/test_mps.py::TestMPS::test_cast_mps_to_mps, test/test_mps.py::TestMPS::test_contiguous_slice_3d, test/test_mps.py::TestMPS::test_conv2d_unit, test/test_mps.py::TestMPS::test_copy_non_contiguous, test/test_mps.py::TestMPS::test_cross, test/test_mps.py::TestMPS::test_cumprod_all_dtypes, test/test_mps.py::TestMPS::test_cumprod_minus_one_axis, test/test_mps.py::TestMPS::test_diag, test/test_mps.py::TestMPS::test_elu_strided_output, test/test_mps.py::TestMPS::test_empty_neg, test/test_mps.py::TestMPS::test_exp_strided_output, test/test_mps.py::TestMPS::test_exponential, test/test_mps.py::TestMPS::test_eye, test/test_mps.py::TestMPS::test_flatten, test/test_mps.py::TestMPS::test_from_numpy_non_contiguous, test/test_mps.py::TestMPS::test_ge, test/test_mps.py::TestMPS::test_ge_scalar, test/test_mps.py::TestMPS::test_gelu, test/test_mps.py::TestMPS::test_int_expand, test/test_mps.py::TestMPS::test_inverse, test/test_mps.py::TestMPS::test_isnan, test/test_mps.py::TestMPS::test_linalg_cross, test/test_mps.py::TestMPS::test_linalg_vector_norm, test/test_mps.py::TestMPS::test_linear_bias, test/test_mps.py::TestMPS::test_log, test/test_mps.py::TestMPS::test_log1p, test/test_mps.py::TestMPS::test_masked_fill__non_contiguous, test/test_mps.py::TestMPS::test_masked_scatter, test/test_mps.py::TestMPS::test_max_pool2d, test/test_mps.py::TestMPS::test_median, test/test_mps.py::TestMPS::test_mse_loss_strided_output, test/test_mps.py::TestMPS::test_nan_to_num, test/test_mps.py::TestMPS::test_nhwc_operation, test/test_mps.py::TestMPS::test_random, test/test_mps.py::TestMPS::test_randperm, test/test_mps.py::TestMPS::test_repeat_interleave, test/test_mps.py::TestMPS::test_repeat_interleave_simple, test/test_mps.py::TestMPS::test_rounding, test/test_mps.py::TestMPS::test_scalar_from_slice_unary, test/test_mps.py::TestMPS::test_setitem_scalar, test/test_mps.py::TestMPS::test_sigmoid, test/test_mps.py::TestMPS::test_slice_casting, test/test_mps.py::TestMPS::test_slice_view_api_bfloat16, test/test_mps.py::TestMPS::test_softplus, test/test_mps.py::TestMPS::test_stack, test/test_mps.py::TestMPS::test_stride_of_strides, test/test_mps.py::TestMPS::test_sum_backward, test/test_mps.py::TestMPS::test_transpose_inplace, test/test_mps.py::TestMPS::test_unary_ops, test/test_mps.py::TestMPS::test_upsample_nearest2d, test/test_mps.py::TestMPS::test_view_slice, test/test_mps.py::TestMPS::test_where, test/test_mps.py::TestSmoothL1Loss::test_smooth_l1_loss_reduction_sum, test/test_mps.py::TestNLLLoss::test_nll_loss_byte_target_matches_long, test/test_mps.py::TestNNMPS::test_conv_expand, test/test_mps.py::TestNNMPS::test_no_grad, test/test_mps.py::TestPad::test_constant_pad_4d_warning, test/test_mps.py::TestPad::test_constant_pad_nd_preserves_memory_format, test/test_mps.py::TestSDPA::test_sdpa_mask_fp16, test/test_mps.py::TestSDPA::test_sdpa_mask_fp16_L6, test/test_mps.py::TestSDPA::test_sdpa_no_mask_causal_fp16, test/test_mps.py::TestSDPA::test_sdpa_no_mask_no_causal_fp16, test/test_mps.py::TestSDPA::test_sdpa_no_mask_no_causal_fp32, 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test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_relu_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_softmin_with_dtype_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nn_functional_softplus_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_softsign_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_tanhshrink_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_nearest_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_norm_inf_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_norm_inf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_norm_nuc_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_normal_in_place_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_normal_in_place_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_ones_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_ones_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_ones_like_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_2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_prod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_rand_like_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_randn_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_round_decimals_0_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_rsub_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_scalar_tensor_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_add_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_reduce_amin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_reduce_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_reduce_prod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_select_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sigmoid_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_sinh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_softmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_softmax_with_dtype_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_bessel_y0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_bessel_y1_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_entr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_hermite_polynomial_he_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i0e_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_i1e_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_ndtr_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_spherical_bessel_j0_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_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_split_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_std_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_std_unbiased_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_to_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_trapezoid_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_true_divide_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_true_divide_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unflatten_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unsafe_chunk_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_var_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_var_unbiased_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_vdot_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_view_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_vstack_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_vstack_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_where_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_where_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_xlogy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_zeros_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_T_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_T_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_T_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match___getitem___cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___rand___cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match___rand___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___rand___cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match___rdiv___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___rdiv___cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match___rmatmul___cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match___rmul___cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match___rmul___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___rmul___cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match___ror___cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match___ror___cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match___ror___cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match___ror___cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match___rpow___cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match___rpow___cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match___rsub___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___rxor___cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match__batch_norm_with_update_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match__chunk_cat_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match__segment_reduce_lengths_cpu_float32, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_put_accumulate_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match__upsample_bilinear2d_aa_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_all_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_arange_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_argmax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_argmin_cpu_float16, 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_cpu_int16, 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_partial_views_cpu_float16, 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_asin_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_int64, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_3d_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bfloat16_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_left_shift_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_or_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_right_shift_cpu_int64, 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_block_diag_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_block_diag_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_byte_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cat_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cauchy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cdouble_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_ceil_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_chalf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_inverse_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_uint8, 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_clone_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_physical_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_int8, 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_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cummax_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagflat_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_bool, 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_floor_rounding_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_div_floor_rounding_cpu_int16, 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_int8, 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_complex64, 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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_div_trunc_rounding_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_dstack_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_permuted_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_float16, 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_erf_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_erfc_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_complex64, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_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_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftn_cpu_uint8, 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_ihfft2_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_float32, 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_rfft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_divide_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_divide_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fmod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fmod_cpu_uint8, 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_full_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_geometric_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_gradient_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_gt_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_heaviside_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_hsplit_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_hsplit_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_hsplit_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_imag_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_fill_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_mean_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_mean_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_inner_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_inner_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_isclose_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_isin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_isinf_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_isneginf_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_isneginf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_isneginf_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_isreal_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_isreal_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_item_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_item_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_item_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_item_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_4inputs_with_extra_args_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_return_by_ref_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_return_by_ref_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_kron_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_le_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_lgamma_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_lgamma_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cond_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cross_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cross_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cross_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_det_singular_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_diagonal_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_eigh_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_eigvalsh_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_ldl_solve_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lu_factor_ex_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_multi_dot_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_qr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_solve_ex_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_solve_triangular_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_svdvals_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_svdvals_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vander_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vander_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vecdot_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_uint8, 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_log2_cpu_bool, 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_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_log_softmax_with_dtype_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_log_softmax_with_dtype_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_logdet_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logdet_cpu_float32, 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_not_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_or_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_xor_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_logit_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_logit_cpu_int32, 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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_long_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_lt_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_lu_unpack_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_mH_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_mH_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_mH_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_mT_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_amin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_argmin_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumprod_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_cumsum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_log_softmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_mean_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_prod_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_select_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_std_cpu_uint8, 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_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_var_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_matmul_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_max_binary_cpu_float32, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_dim_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_max_reduction_no_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_maximum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_median_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_median_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_median_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_list_of_tensors_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_meshgrid_variadic_tensors_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_no_dim_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_no_dim_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_with_dim_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_float16, 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test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_alpha_dropout_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_avg_pool1d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_channel_shuffle_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_channel_shuffle_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_channel_shuffle_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv1d_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv2d_cpu_float16, 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_transpose1d_cpu_complex64, 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test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardsigmoid_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardswish_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardtanh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardtanh_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_bicubic_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_bilinear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_linear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_nearest-exact_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_nearest_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_nearest_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_trilinear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_kl_div_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_l1_loss_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_linear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_linear_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_linear_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_logsigmoid_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_margin_ranking_loss_cpu_float16, 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_pool2d_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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_pool3d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_unpool1d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_unpool2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_mse_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_multi_head_attention_forward_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_multilabel_soft_margin_loss_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_nll_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_circular_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_constant_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_constant_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_reflect_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_replicate_cpu_int16, 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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pdist_cpu_float32, 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_shuffle_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pixel_unshuffle_cpu_int64, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_poisson_nll_loss_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu6_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu6_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_relu_cpu_int64, 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_smooth_l1_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softmin_with_dtype_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softmin_with_dtype_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softmin_with_dtype_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softmin_with_dtype_cpu_uint8, 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_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softsign_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softsign_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_tanhshrink_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_threshold_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_threshold_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_threshold_cpu_int64, 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_float32, 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_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_with_distance_loss_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_triplet_margin_with_distance_loss_cpu_int64, 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_bilinear_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_upsample_bilinear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_norm_nuc_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_normal_in_place_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_normal_number_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_ormqr_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_outer_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_outer_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_outer_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_pca_lowrank_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_1_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_1_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_3_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_4_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_4_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_pow_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_pow_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_pow_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_prod_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_prod_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_put_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_put_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_qr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_rad2deg_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_like_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_randn_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_ravel_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_reciprocal_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_remainder_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_remainder_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_interleave_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_interleave_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_interleave_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_as_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_as_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_as_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_resize__cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_resize_as__cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_conj_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_conj_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_neg_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_rot90_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_rot90_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_rot90_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_round_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_round_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_round_decimals_0_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_round_decimals_3_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_round_decimals_neg_3_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_rsub_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_rsub_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_rsub_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_scalar_tensor_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_scalar_tensor_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_add_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_amax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_amax_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_amin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_amin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_mean_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_searchsorted_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_searchsorted_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_select_scatter_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_sigmoid_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sign_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sign_cpu_int16, 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_signal_windows_exponential_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_signal_windows_general_hamming_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_signbit_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_sin_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_sinc_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_sinc_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_with_dtype_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sort_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sort_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_sparse_mm_reduce_cpu_float32, 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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j0_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j0_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j1_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y0_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y0_cpu_uint8, 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_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y1_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y1_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_t_cpu_uint8, 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_u_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_v_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_erfcx_cpu_int64, 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_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_he_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i0e_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i0e_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1e_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_laguerre_polynomial_l_cpu_bool, 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_int16, 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_i1_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k0_cpu_int16, 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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtri_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtri_cpu_uint8, 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_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k1_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_scaled_modified_bessel_k1_cpu_int32, 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_bool, 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_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_zeta_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_split_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_split_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_split_cpu_float32, 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_list_args_cpu_int64, 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_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_cpu_float16, 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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_int64, 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test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_t_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_t_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_t_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_float32, 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_tensordot_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_tile_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_tile_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_to_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_to_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_to_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_topk_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_torch_ops_aten__safe_softmax_default_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_int64, 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_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_triangular_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_indices_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_true_divide_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_trunc_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_consecutive_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_chunk_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_complex64, 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_var_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_complex_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_real_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_view_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_vsplit_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_vsplit_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_where_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_xlogy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_xlogy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_xlogy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_like_cpu_uint8, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___radd___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___rand___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs___rpow___mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_amax_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_bitwise_and_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_complex_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_copysign_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_diag_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_diagonal_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_fft2_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_hfft2_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_ge_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_geometric_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_igamma_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_index_select_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_item_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_kthvalue_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_linalg_cross_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_logspace_tensor_overload_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_maximum_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_mul_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_narrow_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_embedding_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_hardtanh_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_multi_margin_loss_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_normal_in_place_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_remainder_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_renorm_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_rot90_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_scatter_add_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_general_cosine_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_hermite_polynomial_h_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_legendre_polynomial_p_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_special_shifted_chebyshev_polynomial_u_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_take_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_tril_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_vstack_mps, 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_diag_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_diff_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_equal_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_meshgrid_variadic_tensors_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_transpose1d_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_conv_transpose3d_mps_float32, 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2024-08-20T22:07:48.6852360Z 
2024-08-20T22:08:34.5769030Z 
2024-08-20T22:08:34.5770140Z test_mps 5/5 was successful, full logs can be found in artifacts with path test/test-reports/test_mps_5.5_0afc3964225b26b1_.log
2024-08-20T22:08:34.6147560Z Running 1285 items in this shard: test/test_mps.py::TestPixelShuffle::test_pixel_shuffle_unshuffle, test/test_mps.py::MPSReluTest::testNumbersGPU, test/test_mps.py::TestAvgPool::test_avg_pool2d_ceil_mode, test/test_mps.py::TestAvgPool::test_avg_pool2d_with_zero_divisor, test/test_mps.py::TestMPS::test_abs, test/test_mps.py::TestMPS::test_adaptive_avg_pool2d_output_size_one, test/test_mps.py::TestMPS::test_add_scalars, test/test_mps.py::TestMPS::test_addbmm, test/test_mps.py::TestMPS::test_all, test/test_mps.py::TestMPS::test_any, test/test_mps.py::TestMPS::test_arange_empty, test/test_mps.py::TestMPS::test_as_strided, test/test_mps.py::TestMPS::test_baddbmm, test/test_mps.py::TestMPS::test_bce_loss_size_mismatch, test/test_mps.py::TestMPS::test_bincount, test/test_mps.py::TestMPS::test_bmm, test/test_mps.py::TestMPS::test_bool_expand, test/test_mps.py::TestMPS::test_contiguous_slice_2d, test/test_mps.py::TestMPS::test_copy_large, 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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_smooth_l1_loss_cpu_float16, 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_softshrink_cpu_float32, 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_upsample_nearest_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nonzero_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_nonzero_static_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_norm_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_ormqr_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_pca_lowrank_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_permute_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_pinverse_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_positive_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_quantile_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_randint_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_randint_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_randint_like_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_randn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_reciprocal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_remainder_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_repeat_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_reshape_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_resize__cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_resize_as__cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_roll_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_roll_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_rot90_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_round_decimals_neg_3_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_rsqrt_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_rsub_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_add_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_scatter_reduce_amin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_searchsorted_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_select_scatter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sgn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_short_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_signal_windows_hamming_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_sinc_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_slice_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_hermite_polynomial_h_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_laguerre_polynomial_l_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_modified_bessel_i0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_polygamma_special_polygamma_n_0_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_shifted_chebyshev_polynomial_v_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_special_xlog1py_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_split_with_sizes_copy_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_mean_unbiased_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_svd_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_svd_lowrank_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_t_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_t_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_take_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_tanh_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_tanh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_tensor_split_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_tensordot_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_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_topk_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_transpose_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_triu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_trunc_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unbind_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unflatten_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unfold_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_uniform_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unique_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unique_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unsqueeze_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_unsqueeze_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_var_unbiased_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_view_as_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_vsplit_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_xlogy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_zeros_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_grad_match_zeros_like_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_H_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_H_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_T_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_T_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match___getitem___cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match___radd___cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match___rdiv___cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match___rdiv___cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match___rmatmul___cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match___rmatmul___cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match___rmatmul___cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match___rmul___cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match___ror___cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match___rsub___cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match__batch_norm_with_update_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match__chunk_cat_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match__chunk_cat_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match__chunk_cat_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match__native_batch_norm_legit_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match__segment_reduce_lengths_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_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match__unsafe_masked_index_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_abs_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_acos_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_acosh_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_add_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_addbmm_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addcmul_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_addmm_decomposed_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_addmv_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_addr_cpu_bool, 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_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_alias_copy_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_allclose_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_amax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_amin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_aminmax_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_angle_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_any_cpu_uint8, 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_argwhere_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_argwhere_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_partial_views_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_as_strided_scatter_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_asin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_asinh_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_atan2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_atanh_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_atleast_2d_cpu_int32, 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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_baddbmm_cpu_int64, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_bincount_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bincount_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_and_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_left_shift_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_not_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_right_shift_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_bitwise_right_shift_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_bmm_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_bool_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_tensors_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_broadcast_to_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_bucketize_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cartesian_prod_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cauchy_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_ceil_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cfloat_cpu_uint8, 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_chalf_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_char_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cholesky_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_chunk_cpu_int8, 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_max_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_max_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_clamp_min_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_clone_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_column_stack_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_combinations_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_conj_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_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_constant_pad_nd_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_contiguous_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_corrcoef_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cos_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_cosh_cpu_int16, 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_count_nonzero_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_count_nonzero_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cov_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cross_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_cummin_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cumprod_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cumsum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_cumulative_trapezoid_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_cumulative_trapezoid_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_cumulative_trapezoid_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_deg2rad_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_diag_embed_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_copy_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_diagonal_scatter_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_diff_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_digamma_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_dist_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_div_no_rounding_mode_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_dot_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_double_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_dsplit_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_einsum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_like_cpu_int16, 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_empty_strided_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_empty_strided_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_eq_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_equal_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_erf_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_erfinv_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_exp2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_exp_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_as_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_expand_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_expm1_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_eye_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft2_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fft_cpu_int32, 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_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftn_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_fftshift_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfft2_cpu_int32, 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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_hfftn_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft2_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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifft_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ifftshift_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfft_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_ihfftn_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft2_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfft_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_irfftn_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfft_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fft_rfftn_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fill_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_flatten_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_flip_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fliplr_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_flipud_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_float_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_float_power_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_divide_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_floor_divide_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmax_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_fmin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_fmod_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_fmod_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_full_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_full_like_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_gather_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_gcd_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_ge_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_geometric_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_geqrf_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_gradient_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_gradient_cpu_int8, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_half_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_heaviside_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_heaviside_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_hsplit_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_hsplit_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_hstack_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_i0_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_add_cpu_int32, 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_fill_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_fill_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_put_cpu_int32, 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_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amin_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_amin_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_mean_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_mean_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_reduce_prod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_index_select_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_inner_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_inner_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_int_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_isfinite_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_isinf_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_isnan_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_isneginf_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_isneginf_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_isposinf_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_2inputs_2outputs_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_4inputs_with_extra_args_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_binary_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_jiterator_unary_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_kron_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_kron_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_kthvalue_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_kthvalue_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_kthvalue_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_kthvalue_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_kthvalue_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_ldexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_lerp_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_lerp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_lgamma_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_lgamma_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cholesky_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cholesky_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_cross_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_det_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_det_singular_cpu_complex64, 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_eigvals_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_eigvals_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_householder_product_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_inv_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_ldl_factor_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_ldl_factor_ex_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lstsq_grad_oriented_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lu_factor_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_lu_factor_ex_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_power_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_matrix_rank_hermitian_cpu_float32, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_pinv_singular_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_pinv_singular_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_solve_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_svd_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_tensorsolve_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_linalg_vander_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_linspace_tensor_overload_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_log10_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_log1p_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_log_softmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logaddexp2_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logaddexp_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_and_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_not_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_not_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_not_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_not_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_or_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_logical_xor_cpu_bool, 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_logit_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_logspace_tensor_overload_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_logsumexp_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_logsumexp_cpu_uint8, 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test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_fill_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_logsumexp_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_mean_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_mean_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_mean_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_mean_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_normalize_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_masked_normalize_cpu_float32, 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test/test_mps.py::TestConsistencyCPU::test_output_match_min_reduction_with_dim_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_minimum_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_mm_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_mm_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_mode_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_mode_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_mode_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_movedim_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_movedim_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_movedim_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_movedim_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_msort_cpu_int32, 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_int8, 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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_1_cpu_float32, 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_3_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_mvlgamma_mvlgamma_p_5_cpu_int64, 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_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nanmedian_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nansum_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_nansum_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nansum_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_narrow_cpu_int8, 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_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_native_dropout_backward_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_native_dropout_backward_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_ne_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ne_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_neg_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_neg_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_neg_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_new_empty_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_new_empty_strided_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_new_full_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_new_ones_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_new_zeros_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nextafter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_avg_pool2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_adaptive_max_pool3d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_avg_pool2d_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_avg_pool3d_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_bilinear_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_bilinear_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_celu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv1d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv2d_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_conv_transpose1d_cpu_float32, 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_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cosine_embedding_loss_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_cross_entropy_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_embedding_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_fractional_max_pool2d_cpu_float16, 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_gaussian_nll_loss_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_grid_sample_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_group_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardtanh_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_hardtanh_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_instance_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_interpolate_bilinear_cpu_uint8, 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_trilinear_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_kl_div_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_layer_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_linear_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_linear_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_linear_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_local_response_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_margin_ranking_loss_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_pool2d_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_pool3d_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_unpool2d_grad_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_max_unpool3d_grad_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_nll_loss_cpu_float16, 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_bool, 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_constant_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_constant_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_reflect_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_reflect_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_pad_replicate_cpu_int8, 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_uint8, 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_int32, 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_poisson_nll_loss_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_prelu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_rms_norm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_rms_norm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_selu_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_silu_complex_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_silu_cpu_float16, 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_softmin_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softmin_with_dtype_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softmin_with_dtype_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softplus_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_softsign_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_tanhshrink_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_threshold_cpu_float32, 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_with_distance_loss_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_unfold_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nn_functional_upsample_nearest_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_static_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_nonzero_static_cpu_float32, 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_normal_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_normal_number_mean_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_ones_like_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_outer_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_outer_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_pca_lowrank_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_permute_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_polygamma_polygamma_n_0_cpu_int16, 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_float32, 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_uint8, 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_2_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_positive_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_pow_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_prod_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_prod_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_put_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_put_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_quantile_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_rad2deg_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_rad2deg_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_randint_cpu_float32, 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_like_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ravel_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_ravel_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_ravel_cpu_uint8, 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_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_real_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_renorm_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_interleave_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_interleave_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_interleave_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_repeat_interleave_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_as_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_as_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_as_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_reshape_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_resize__cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_resize__cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_resize_as__cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_conj_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_conj_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_resolve_neg_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_roll_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_rot90_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_rot90_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_rot90_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_round_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_round_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_rsqrt_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_rsub_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_scalar_tensor_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_scalar_tensor_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_scalar_tensor_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_add_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_amax_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_amax_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_amin_cpu_uint8, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_prod_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_prod_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_sum_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_scatter_reduce_sum_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_searchsorted_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_searchsorted_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_select_scatter_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_sgn_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_short_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sigmoid_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sigmoid_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sigmoid_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_sigmoid_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_sigmoid_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sign_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sign_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_signal_windows_hamming_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_signal_windows_hann_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_signbit_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_signbit_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_sin_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_sinc_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sinh_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_slice_scatter_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_with_dtype_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_softmax_with_dtype_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_sparse_mm_reduce_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sparse_sampled_addmm_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j0_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j1_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_j1_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y0_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y0_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_bessel_y1_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_chebyshev_polynomial_t_cpu_bool, 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_w_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_entr_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_h_cpu_int16, 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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_he_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_he_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_hermite_polynomial_he_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i0e_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i0e_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i0e_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_i1e_cpu_int16, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_laguerre_polynomial_l_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_legendre_polynomial_p_cpu_bool, 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_int16, 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_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_modified_bessel_k0_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_special_ndtr_cpu_int64, 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_float16, 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_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_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_scaled_modified_bessel_k0_cpu_uint8, 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_int64, 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_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_shifted_chebyshev_polynomial_v_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_v_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_w_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_w_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_special_shifted_chebyshev_polynomial_w_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_spherical_bessel_j0_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_spherical_bessel_j0_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_special_xlog1py_cpu_float32, 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_special_zeta_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_special_zeta_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_split_with_sizes_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_sqrt_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_sqrt_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_sqrt_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_square_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_squeeze_multiple_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_sub_cpu_float32, 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_uint8, 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_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_sum_to_size_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_svd_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_t_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_t_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_t_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_take_along_dim_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_take_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_tan_cpu_complex64, 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_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_tanh_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_tensor_split_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_tensordot_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_tile_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_tile_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_tile_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_to_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_to_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_to_sparse_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_trace_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_transpose_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_trapz_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_tril_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_triu_cpu_int64, 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_trunc_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unbind_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unflatten_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_copy_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_unfold_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_uniform_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_uniform_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_consecutive_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_consecutive_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_consecutive_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unique_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unravel_index_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unravel_index_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_chunk_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_chunk_cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsafe_split_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_unsqueeze_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_var_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_var_mean_unbiased_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_var_unbiased_cpu_float16, test/test_mps.py::TestConsistencyCPU::test_output_match_vdot_cpu_int32, test/test_mps.py::TestConsistencyCPU::test_output_match_view_as_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_view_copy_cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_view_copy_cpu_int8, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_bool, test/test_mps.py::TestConsistencyCPU::test_output_match_view_cpu_int64, test/test_mps.py::TestConsistencyCPU::test_output_match_vsplit_cpu_int16, 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_vstack_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_vstack_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_where_cpu_bool, 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_xlogy_cpu_int16, test/test_mps.py::TestConsistencyCPU::test_output_match_zero__cpu_complex64, test/test_mps.py::TestConsistencyCPU::test_output_match_zero__cpu_uint8, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_float32, test/test_mps.py::TestConsistencyCPU::test_output_match_zeros_cpu_int16, 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_T_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_as_strided_scatter_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_bitwise_or_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_dot_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_dsplit_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_eye_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_hfft_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_hfftn_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_ifft2_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_ifft_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_irfft2_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fft_irfftn_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_fmod_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_gather_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_gcd_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_gradient_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_index_add_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_ldexp_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_linalg_diagonal_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_logcumsumexp_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_logical_and_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_logical_xor_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_logspace_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_minimum_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_movedim_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_adaptive_avg_pool1d_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_adaptive_max_pool2d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_conv1d_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_gelu_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_poisson_nll_loss_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_nn_functional_rms_norm_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_pow_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_scatter_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_kaiser_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_signal_windows_nuttall_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_sum_to_size_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_unbind_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_view_copy_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_view_mps, test/test_mps.py::TestErrorInputsMPS::test_error_inputs_where_mps, 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_cross_mps_float32, test/test_mps.py::TestCommonMPS::test_numpy_ref_mps_linalg_tensorinv_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_group_norm_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_nn_functional_pdist_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_view_copy_mps_float32, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_complex64, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_float32, test/test_mps.py::TestCommonMPS::test_tensor_creation_mps_int8, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_1_n_64_q_group_128_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_48_q_group_128_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_48_q_group_256_num_groups_2_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_128_num_groups_1_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_32_n_64_q_group_32_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__int4_mm_m_64_n_48_q_group_256_num_groups_2_mps, test/test_mps.py::TestLinalgMPSMPS::test__int4_mm_m_64_n_48_q_group_64_num_groups_2_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__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_256_num_groups_2_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_32_k_32_n_32_mps, test/test_mps.py::TestLinalgMPSMPS::test__int8_mm_m_32_k_32_n_64_mps, test/test_mps.py::TestLinalgMPSMPS::test_pinv_mps
2024-08-20T22:08:34.6491030Z 
2024-08-20T22:08:34.9356720Z Running test batch 'tests to run' cost 657.49 seconds
2024-08-20T22:08:36.4656320Z ##[group]Run cat test/**/*_toprint.log || true
2024-08-20T22:08:36.4656720Z cat test/**/*_toprint.log || true
2024-08-20T22:08:36.5455250Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T22:08:36.5455610Z env:
2024-08-20T22:08:36.5483110Z   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
2024-08-20T22:08:36.5484130Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T22:08:36.5484620Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:36.5485110Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:36.5485960Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T22:08:36.5487280Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:36.5487920Z ##[endgroup]
2024-08-20T22:08:36.9382050Z cat: test/**/*_toprint.log: No such file or directory
2024-08-20T22:08:36.9423890Z Prepare all required actions
2024-08-20T22:08:36.9463830Z ##[group]Run ./.github/actions/get-workflow-job-id
2024-08-20T22:08:36.9464110Z with:
2024-08-20T22:08:36.9464700Z   github-token: ***
2024-08-20T22:08:36.9464960Z env:
2024-08-20T22:08:36.9465780Z   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
2024-08-20T22:08:36.9466750Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T22:08:36.9467380Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:36.9467870Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:36.9468660Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T22:08:36.9469730Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:36.9470360Z ##[endgroup]
2024-08-20T22:08:36.9483400Z ##[group]Run set -eux
2024-08-20T22:08:36.9483600Z set -eux
2024-08-20T22:08:36.9483970Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}"
2024-08-20T22:08:36.9507680Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T22:08:36.9507960Z env:
2024-08-20T22:08:36.9508740Z   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
2024-08-20T22:08:36.9509700Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T22:08:36.9510240Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:36.9510790Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:36.9511580Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T22:08:36.9512670Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:36.9513480Z   GITHUB_TOKEN: ***
2024-08-20T22:08:36.9513690Z ##[endgroup]
2024-08-20T22:08:36.9830410Z + python3 .github/scripts/get_workflow_job_id.py 10479310961 i-06e5b7cff9149e560
2024-08-20T22:08:38.1299540Z setting job-id=29026137616
2024-08-20T22:08:38.1331160Z setting job-name=macos-py3-arm64-mps / test (mps, 1, 1, macos-m1-13)
2024-08-20T22:08:38.1863070Z Prepare all required actions
2024-08-20T22:08:38.1863630Z Getting action download info
2024-08-20T22:08:38.2906280Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a)
2024-08-20T22:08:38.5606770Z Download action repository 'actions/upload-artifact@v3' (SHA:a8a3f3ad30e3422c9c7b888a15615d19a852ae32)
2024-08-20T22:08:38.7879490Z ##[group]Run ./.github/actions/upload-test-artifacts
2024-08-20T22:08:38.7879780Z with:
2024-08-20T22:08:38.7879930Z   use-gha: true
2024-08-20T22:08:38.7880140Z   file-suffix: test-mps-1-1-macos-m1-13_29026137616
2024-08-20T22:08:38.7880420Z   s3-bucket: gha-artifacts
2024-08-20T22:08:38.7880600Z env:
2024-08-20T22:08:38.7881370Z   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
2024-08-20T22:08:38.7882360Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T22:08:38.7882800Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:38.7883280Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:38.7884040Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T22:08:38.7885050Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:38.7885660Z ##[endgroup]
2024-08-20T22:08:38.7942840Z ##[group]Run actions/upload-artifact@v3
2024-08-20T22:08:38.7943080Z with:
2024-08-20T22:08:38.7943480Z   name: test-jsons-runattempt1-test-mps-1-1-macos-m1-13_29026137616.zip
2024-08-20T22:08:38.7943840Z   retention-days: 14
2024-08-20T22:08:38.7944030Z   if-no-files-found: warn
2024-08-20T22:08:38.7944230Z   path: test/**/*.json
2024-08-20T22:08:38.7944400Z env:
2024-08-20T22:08:38.7945180Z   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
2024-08-20T22:08:38.7946120Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T22:08:38.7946570Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:38.7947060Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:38.7947820Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T22:08:38.7948840Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:38.7949450Z ##[endgroup]
2024-08-20T22:08:39.3359830Z With the provided path, there will be 7 files uploaded
2024-08-20T22:08:39.3361800Z Starting artifact upload
2024-08-20T22:08:39.3362810Z For more detailed logs during the artifact upload process, enable step-debugging: https://docs.github.com/actions/monitoring-and-troubleshooting-workflows/enabling-debug-logging#enabling-step-debug-logging
2024-08-20T22:08:39.3363750Z Artifact name is valid!
2024-08-20T22:08:39.4198990Z Container for artifact "test-jsons-runattempt1-test-mps-1-1-macos-m1-13_29026137616.zip" successfully created. Starting upload of file(s)
2024-08-20T22:08:39.7014100Z Total size of all the files uploaded is 49938 bytes
2024-08-20T22:08:39.7016740Z File upload process has finished. Finalizing the artifact upload
2024-08-20T22:08:39.7279340Z Artifact has been finalized. All files have been successfully uploaded!
2024-08-20T22:08:39.7281690Z 
2024-08-20T22:08:39.7283080Z The raw size of all the files that were specified for upload is 437484 bytes
2024-08-20T22:08:39.7291130Z The size of all the files that were uploaded is 49938 bytes. This takes into account any gzip compression used to reduce the upload size, time and storage
2024-08-20T22:08:39.7294730Z 
2024-08-20T22:08:39.7298950Z Note: The size of downloaded zips can differ significantly from the reported size. For more information see: https://github.com/actions/upload-artifact#zipped-artifact-downloads 
2024-08-20T22:08:39.7303010Z 
2024-08-20T22:08:39.7305610Z Artifact test-jsons-runattempt1-test-mps-1-1-macos-m1-13_29026137616.zip has been successfully uploaded!
2024-08-20T22:08:39.7545190Z ##[group]Run actions/upload-artifact@v3
2024-08-20T22:08:39.7546380Z with:
2024-08-20T22:08:39.7547610Z   name: test-reports-runattempt1-test-mps-1-1-macos-m1-13_29026137616.zip
2024-08-20T22:08:39.7549080Z   retention-days: 14
2024-08-20T22:08:39.7549840Z   if-no-files-found: ignore
2024-08-20T22:08:39.7550730Z   path: test/**/*.xml
test/**/*.csv

2024-08-20T22:08:39.7551810Z env:
2024-08-20T22:08:39.7554900Z   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
2024-08-20T22:08:39.7558760Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T22:08:39.7560400Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:39.7561880Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:39.7564500Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T22:08:39.7567580Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:39.7569810Z ##[endgroup]
2024-08-20T22:08:40.0273290Z With the provided path, there will be 16 files uploaded
2024-08-20T22:08:40.0274320Z Starting artifact upload
2024-08-20T22:08:40.0275360Z For more detailed logs during the artifact upload process, enable step-debugging: https://docs.github.com/actions/monitoring-and-troubleshooting-workflows/enabling-debug-logging#enabling-step-debug-logging
2024-08-20T22:08:40.0276240Z Artifact name is valid!
2024-08-20T22:08:40.0944800Z Container for artifact "test-reports-runattempt1-test-mps-1-1-macos-m1-13_29026137616.zip" successfully created. Starting upload of file(s)
2024-08-20T22:08:40.6170260Z Total size of all the files uploaded is 171419 bytes
2024-08-20T22:08:40.6172870Z File upload process has finished. Finalizing the artifact upload
2024-08-20T22:08:40.6362320Z Artifact has been finalized. All files have been successfully uploaded!
2024-08-20T22:08:40.6364600Z 
2024-08-20T22:08:40.6365980Z The raw size of all the files that were specified for upload is 8124146 bytes
2024-08-20T22:08:40.6370970Z The size of all the files that were uploaded is 171419 bytes. This takes into account any gzip compression used to reduce the upload size, time and storage
2024-08-20T22:08:40.6374490Z 
2024-08-20T22:08:40.6378630Z Note: The size of downloaded zips can differ significantly from the reported size. For more information see: https://github.com/actions/upload-artifact#zipped-artifact-downloads 
2024-08-20T22:08:40.6382720Z 
2024-08-20T22:08:40.6385170Z Artifact test-reports-runattempt1-test-mps-1-1-macos-m1-13_29026137616.zip has been successfully uploaded!
2024-08-20T22:08:40.6631590Z ##[group]Run actions/upload-artifact@v3
2024-08-20T22:08:40.6632430Z with:
2024-08-20T22:08:40.6633240Z   name: logs-runattempt1-test-mps-1-1-macos-m1-13_29026137616.zip
2024-08-20T22:08:40.6634410Z   retention-days: 14
2024-08-20T22:08:40.6635020Z   if-no-files-found: ignore
2024-08-20T22:08:40.6636050Z   path: usage_log.txt
test/**/*.log

2024-08-20T22:08:40.6636710Z env:
2024-08-20T22:08:40.6639730Z   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
2024-08-20T22:08:40.6642690Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T22:08:40.6644050Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:40.6645510Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:40.6647830Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T22:08:40.6650910Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:40.6652760Z ##[endgroup]
2024-08-20T22:08:40.9416610Z Multiple search paths detected. Calculating the least common ancestor of all paths
2024-08-20T22:08:40.9417950Z The least common ancestor is /Users/ec2-user/runner/_work/pytorch/pytorch. This will be the root directory of the artifact
2024-08-20T22:08:40.9418590Z With the provided path, there will be 16 files uploaded
2024-08-20T22:08:40.9419120Z Starting artifact upload
2024-08-20T22:08:40.9420100Z For more detailed logs during the artifact upload process, enable step-debugging: https://docs.github.com/actions/monitoring-and-troubleshooting-workflows/enabling-debug-logging#enabling-step-debug-logging
2024-08-20T22:08:40.9421010Z Artifact name is valid!
2024-08-20T22:08:41.0106360Z Container for artifact "logs-runattempt1-test-mps-1-1-macos-m1-13_29026137616.zip" successfully created. Starting upload of file(s)
2024-08-20T22:08:41.6002190Z Total size of all the files uploaded is 196814 bytes
2024-08-20T22:08:41.6003510Z File upload process has finished. Finalizing the artifact upload
2024-08-20T22:08:41.6207020Z Artifact has been finalized. All files have been successfully uploaded!
2024-08-20T22:08:41.6208050Z 
2024-08-20T22:08:41.6208820Z The raw size of all the files that were specified for upload is 2794924 bytes
2024-08-20T22:08:41.6211110Z The size of all the files that were uploaded is 196814 bytes. This takes into account any gzip compression used to reduce the upload size, time and storage
2024-08-20T22:08:41.6212740Z 
2024-08-20T22:08:41.6214640Z Note: The size of downloaded zips can differ significantly from the reported size. For more information see: https://github.com/actions/upload-artifact#zipped-artifact-downloads 
2024-08-20T22:08:41.6216540Z 
2024-08-20T22:08:41.6217690Z Artifact logs-runattempt1-test-mps-1-1-macos-m1-13_29026137616.zip has been successfully uploaded!
2024-08-20T22:08:41.6476050Z ##[group]Run pytorch/test-infra/.github/actions/check-disk-space@main
2024-08-20T22:08:41.6477460Z with:
2024-08-20T22:08:41.6504580Z   minimum-available-space-in-gb: 6
2024-08-20T22:08:41.6505510Z env:
2024-08-20T22:08:41.6508530Z   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
2024-08-20T22:08:41.6512170Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T22:08:41.6513910Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:41.6515540Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:41.6517860Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T22:08:41.6521000Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:41.6522890Z ##[endgroup]
2024-08-20T22:08:41.6558660Z ##[group]Run echo "Print the available disk space for manual inspection"
2024-08-20T22:08:41.6560180Z echo "Print the available disk space for manual inspection"
2024-08-20T22:08:41.6561190Z df -h
2024-08-20T22:08:41.6561670Z 
2024-08-20T22:08:41.6562200Z function check_disk_space() {
2024-08-20T22:08:41.6562910Z   set +e
2024-08-20T22:08:41.6563400Z 
2024-08-20T22:08:41.6564030Z   # Set the minimum requirement space to 6GB
2024-08-20T22:08:41.6565350Z   MINIMUM_AVAILABLE_SPACE_IN_KB=$(($MINIMUM_AVAILABLE_SPACE_IN_GB * 1024 * 1024))
2024-08-20T22:08:41.6566480Z 
2024-08-20T22:08:41.6567180Z   # Use KB to avoid floating point warning like 3.1GB
2024-08-20T22:08:41.6568410Z   df -k | tr -s ' ' | cut -d' ' -f 4,9 | while read -r LINE;
2024-08-20T22:08:41.6569350Z   do
2024-08-20T22:08:41.6569970Z     AVAIL=$(echo $LINE | cut -f1 -d' ')
2024-08-20T22:08:41.6570900Z     MOUNT=$(echo $LINE | cut -f2 -d' ')
2024-08-20T22:08:41.6571650Z 
2024-08-20T22:08:41.6572170Z     if [ "${MOUNT}" = "/" ]; then
2024-08-20T22:08:41.6573230Z       if [ "${AVAIL}" -lt "${MINIMUM_AVAILABLE_SPACE_IN_KB}" ]; then
2024-08-20T22:08:41.6575540Z         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}"
2024-08-20T22:08:41.6577480Z       else
2024-08-20T22:08:41.6578620Z         echo "Success: There is ${AVAIL}KB free space left in ${MOUNT} for ${RUNNER_OS}, continue"
2024-08-20T22:08:41.6579870Z       fi
2024-08-20T22:08:41.6580370Z     fi
2024-08-20T22:08:41.6580870Z   done
2024-08-20T22:08:41.6581350Z 
2024-08-20T22:08:41.6581790Z   set -e
2024-08-20T22:08:41.6582280Z }
2024-08-20T22:08:41.6582950Z 
2024-08-20T22:08:41.6583440Z RESULT=$(check_disk_space)
2024-08-20T22:08:41.6584150Z echo "${RESULT}"
2024-08-20T22:08:41.6584720Z 
2024-08-20T22:08:41.6585470Z if [[ "${RESULT}" == *Failure* && "${RUNNER_OS}" == "macOS" ]]; then
2024-08-20T22:08:41.6587610Z   # We can clean up /System/Library/Caches/com.apple.coresymbolicationd on MacOS to free up the space and this should free up enough space
2024-08-20T22:08:41.6589660Z   # https://github.com/pytorch/pytorch/issues/85440
2024-08-20T22:08:41.6591070Z   sudo rm "/System/Library/Caches/com.apple.coresymbolicationd/data" || true
2024-08-20T22:08:41.6593170Z   # Stop the daemon and launchctl will automatically start it again, thus accomplish a restart and free up the above file
2024-08-20T22:08:41.6595880Z   sudo launchctl stop com.apple.coresymbolicationd || true
2024-08-20T22:08:41.6596890Z 
2024-08-20T22:08:41.6597490Z   # Clean up crash reports on the runner
2024-08-20T22:08:41.6598810Z   sudo rm -rf "/System/Volumes/Data/Library/Logs/CrashReporter" || true
2024-08-20T22:08:41.6600040Z 
2024-08-20T22:08:41.6600830Z   # Also try to clean up torch.hub caching directory
2024-08-20T22:08:41.6601930Z   rm -rf "${HOME}/.cache/torch/hub" || true
2024-08-20T22:08:41.6602590Z 
2024-08-20T22:08:41.6619310Z   # Purge conda
2024-08-20T22:08:41.6619900Z   conda clean -p -t -y || true
2024-08-20T22:08:41.6620540Z   # and pip cache
2024-08-20T22:08:41.6621090Z   pip cache purge || true
2024-08-20T22:08:41.6621660Z 
2024-08-20T22:08:41.6622420Z   echo "Re-run disk space check for ${RUNNER_OS} after cleaning up"
2024-08-20T22:08:41.6623360Z   # Re-run the check
2024-08-20T22:08:41.6623930Z   RESULT=$(check_disk_space)
2024-08-20T22:08:41.6624530Z   echo "${RESULT}"
2024-08-20T22:08:41.6625030Z fi
2024-08-20T22:08:41.6625410Z 
2024-08-20T22:08:41.6625880Z if [[ "${RESULT}" == *Failure* ]]; then
2024-08-20T22:08:41.6626530Z   df -h
2024-08-20T22:08:41.6626930Z 
2024-08-20T22:08:41.6628410Z   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."
2024-08-20T22:08:41.6630040Z   exit 1
2024-08-20T22:08:41.6630450Z fi
2024-08-20T22:08:41.6687100Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T22:08:41.6687810Z env:
2024-08-20T22:08:41.6689680Z   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
2024-08-20T22:08:41.6691710Z   CONDA_EXE: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda
2024-08-20T22:08:41.6692680Z   CONDA_ENV: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:41.6693720Z   CONDA_PREFIX: /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:41.6695350Z   CONDA_RUN: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda run -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961 --no-capture-output
2024-08-20T22:08:41.6697510Z   CONDA_INSTALL: /Users/ec2-user/runner/_work/_temp/miniconda/bin/conda install --yes --quiet -p /Users/ec2-user/runner/_work/_temp/conda_environment_10479310961
2024-08-20T22:08:41.6698860Z   MINIMUM_AVAILABLE_SPACE_IN_GB: 6
2024-08-20T22:08:41.6699330Z ##[endgroup]
2024-08-20T22:08:41.7133750Z Print the available disk space for manual inspection
2024-08-20T22:08:41.7162350Z Filesystem       Size   Used  Avail Capacity iused      ifree %iused  Mounted on
2024-08-20T22:08:41.7162930Z /dev/disk5s2s1  100Gi  8.3Gi   71Gi    11%  349475  744102800    0%   /
2024-08-20T22:08:41.7163400Z devfs           217Ki  217Ki    0Bi   100%     752          0  100%   /dev
2024-08-20T22:08:41.7164120Z /dev/disk5s5    100Gi  1.0Gi   71Gi     2%       1  744102800    0%   /System/Volumes/VM
2024-08-20T22:08:41.7164720Z /dev/disk5s3    100Gi  4.5Gi   71Gi     6%     822  744102800    0%   /System/Volumes/Preboot
2024-08-20T22:08:41.7165330Z /dev/disk1s2    500Mi  6.0Mi  392Mi     2%       1    4015960    0%   /System/Volumes/xarts
2024-08-20T22:08:41.7165910Z /dev/disk1s1    500Mi   51Mi  392Mi    12%      53    4015960    0%   /System/Volumes/iSCPreboot
2024-08-20T22:08:41.7166510Z /dev/disk1s3    500Mi  616Ki  392Mi     1%      51    4015960    0%   /System/Volumes/Hardware
2024-08-20T22:08:41.7167110Z /dev/disk5s1    100Gi   14Gi   71Gi    17% 1065640  744102800    0%   /System/Volumes/Data
2024-08-20T22:08:41.7167890Z /dev/disk3s5    228Gi  744Mi  212Gi     1%   15337 2223285320    0%   /Volumes/Data
2024-08-20T22:08:41.7168470Z map auto_home     0Bi    0Bi    0Bi   100%       0          0  100%   /System/Volumes/Data/home
2024-08-20T22:08:41.7169330Z /dev/disk3s4    228Gi  132Ki  212Gi     1%      17 2223285320    0%   /private/tmp/tmp-mount-bHof20
2024-08-20T22:08:41.7589040Z Success: There is 74410280KB free space left in / for macOS, continue
2024-08-20T22:08:41.7710060Z Post job cleanup.
2024-08-20T22:08:42.3016190Z Post job cleanup.
2024-08-20T22:08:42.4354610Z Cache hit occurred on the primary key miniconda-env-macOS-ARM64-3.9.12-20240820d-d2e9511d9e56638ec6d1acb510f1a8c378c9d02010984f84aaf470a85ac03b75-d928ce85d96572125883da7a0b83c3de4e02ba911d05f6bbdea36d6e00ab41f0, not saving cache.
2024-08-20T22:08:42.4402280Z Post job cleanup.
2024-08-20T22:08:42.5360790Z Cache hit occurred on the primary key miniconda-macOS-ARM64-3.9.12-20240820d, not saving cache.
2024-08-20T22:08:42.5445280Z Post job cleanup.
2024-08-20T22:08:42.6311040Z [command]/usr/bin/git version
2024-08-20T22:08:42.6462190Z git version 2.37.1 (Apple Git-137.1)
2024-08-20T22:08:42.6485760Z Temporarily overriding HOME='/Users/ec2-user/runner/_work/_temp/7c18ddd5-edbf-4e50-b585-833fc79b8e95' before making global git config changes
2024-08-20T22:08:42.6486650Z Adding repository directory to the temporary git global config as a safe directory
2024-08-20T22:08:42.6488370Z [command]/usr/bin/git config --global --add safe.directory /Users/ec2-user/runner/_work/pytorch/pytorch
2024-08-20T22:08:42.6580290Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand
2024-08-20T22:08:42.6636400Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :"
2024-08-20T22:08:42.7499010Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader
2024-08-20T22:08:42.7552170Z http.https://github.com/.extraheader
2024-08-20T22:08:42.7559220Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader
2024-08-20T22:08:42.7614620Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :"
2024-08-20T22:08:42.8146520Z A job completed hook has been configured by the self-hosted runner administrator
2024-08-20T22:08:42.8186150Z ##[group]Run '/opt/runner_scripts/post-job.sh'
2024-08-20T22:08:42.8203820Z shell: /bin/bash --noprofile --norc -e -o pipefail {0}
2024-08-20T22:08:42.8204120Z ##[endgroup]
2024-08-20T22:08:42.8595080Z + df -h
2024-08-20T22:08:42.8614180Z + ls -t /var/log/post_job
2024-08-20T22:08:42.8614750Z + awk 'NR>100'
2024-08-20T22:08:42.8615750Z + xargs rm -fv
2024-08-20T22:08:42.8621700Z + Checking if runner needs to be terminated...ok
2024-08-20T22:08:42.8626780Z + Outputting disk space
2024-08-20T22:08:42.8627200Z Filesystem       Size   Used  Avail Capacity iused      ifree %iused  Mounted on
2024-08-20T22:08:42.8627760Z /dev/disk5s2s1  100Gi  8.3Gi   71Gi    11%  349475  744102640    0%   /
2024-08-20T22:08:42.8628250Z devfs           217Ki  217Ki    0Bi   100%     752          0  100%   /dev
2024-08-20T22:08:42.8629060Z /dev/disk5s5    100Gi  1.0Gi   71Gi     2%       1  744102640    0%   /System/Volumes/VM
2024-08-20T22:08:42.8629670Z /dev/disk5s3    100Gi  4.5Gi   71Gi     6%     822  744102640    0%   /System/Volumes/Preboot
2024-08-20T22:08:42.8630260Z /dev/disk1s2    500Mi  6.0Mi  392Mi     2%       1    4015960    0%   /System/Volumes/xarts
2024-08-20T22:08:42.8630830Z /dev/disk1s1    500Mi   51Mi  392Mi    12%      53    4015960    0%   /System/Volumes/iSCPreboot
2024-08-20T22:08:42.8631430Z /dev/disk1s3    500Mi  616Ki  392Mi     1%      51    4015960    0%   /System/Volumes/Hardware
2024-08-20T22:08:42.8632000Z /dev/disk5s1    100Gi   14Gi   71Gi    17% 1065669  744102640    0%   /System/Volumes/Data
2024-08-20T22:08:42.8632560Z /dev/disk3s5    228Gi  744Mi  212Gi     1%   15337 2223285320    0%   /Volumes/Data
2024-08-20T22:08:42.8633140Z map auto_home     0Bi    0Bi    0Bi   100%       0          0  100%   /System/Volumes/Data/home
2024-08-20T22:08:42.8633880Z /dev/disk3s4    228Gi  132Ki  212Gi     1%      17 2223285320    0%   /private/tmp/tmp-mount-bHof20
2024-08-20T22:08:42.8634360Z + Cleaning up old logs (Keep the latest 100)
2024-08-20T22:08:42.8819740Z + Restoring SSH key to be the skeleton key
2024-08-20T22:08:42.8977400Z Cleaning up orphan processes