2025-07-24T04:00:10.7637180Z Current runner version: '2.326.0' 2025-07-24T04:00:10.7640400Z Runner name: 'i-0b95bf35f8faa9da2' 2025-07-24T04:00:10.7640830Z Runner group name: 'default' 2025-07-24T04:00:10.7641350Z Machine name: 'ip-10-0-1-178' 2025-07-24T04:00:10.7642800Z ##[group]GITHUB_TOKEN Permissions 2025-07-24T04:00:10.7643880Z Contents: read 2025-07-24T04:00:10.7644190Z Metadata: read 2025-07-24T04:00:10.7644470Z ##[endgroup] 2025-07-24T04:00:10.7645530Z Secret source: Actions 2025-07-24T04:00:10.7645890Z Prepare workflow directory 2025-07-24T04:00:11.9625010Z Prepare all required actions 2025-07-24T04:00:11.9651670Z Getting action download info 2025-07-24T04:00:12.1042980Z Download action repository 'pytorch/test-infra@main' (SHA:e32c622fbd62d34f173b9f131f1eca78782b2be2) 2025-07-24T04:00:12.8040230Z Download action repository 'pytorch/pytorch@main' (SHA:07df6ba7f5597488a93b3855d52d2ead55675125) 2025-07-24T04:00:18.6547690Z Getting action download info 2025-07-24T04:00:18.8031080Z Download action repository 'actions/checkout@v4' (SHA:11bd71901bbe5b1630ceea73d27597364c9af683) 2025-07-24T04:00:19.0183110Z Getting action download info 2025-07-24T04:00:19.1350490Z Uses: pytorch/pytorch/.github/workflows/_mac-test.yml@refs/tags/ciflow/trunk/149961 (27c8ef1839e0747b36769efb192befc9308ff93c) 2025-07-24T04:00:19.1353190Z ##[group] Inputs 2025-07-24T04:00:19.1353430Z build-environment: macos-py3-arm64 2025-07-24T04:00:19.1354610Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 2, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 3, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-13"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-14"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m2-15"}]} 2025-07-24T04:00:19.1355710Z sync-tag: 2025-07-24T04:00:19.1355900Z python-version: 3.12.7 2025-07-24T04:00:19.1356470Z timeout-minutes: 270 2025-07-24T04:00:19.1356870Z disable-monitor: false 2025-07-24T04:00:19.1357110Z monitor-log-interval: 5 2025-07-24T04:00:19.1357340Z monitor-data-collect-interval: 1 2025-07-24T04:00:19.1357580Z ##[endgroup] 2025-07-24T04:00:19.1357870Z Complete job name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T04:00:19.1626800Z ##[group]Run sysctl machdep.cpu.brand_string kern.osproductversion 2025-07-24T04:00:19.1627200Z sysctl machdep.cpu.brand_string kern.osproductversion 2025-07-24T04:00:19.1643040Z shell: /bin/bash -e -l {0} 2025-07-24T04:00:19.1643340Z env: 2025-07-24T04:00:19.1643480Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:19.1643660Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:19.1643850Z TEST_CONFIG: default 2025-07-24T04:00:19.1644010Z SHARD_NUMBER: 1 2025-07-24T04:00:19.1644150Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:19.1644290Z PR_BODY: 2025-07-24T04:00:19.1644430Z ##[endgroup] 2025-07-24T04:00:21.4486730Z machdep.cpu.brand_string: Apple M1 2025-07-24T04:00:21.4487060Z kern.osproductversion: 14.4.1 2025-07-24T04:00:21.4533040Z ##[group]Run for PROCESS in "python" "conda" "ninja" "clang"; do 2025-07-24T04:00:21.4533380Z for PROCESS in "python" "conda" "ninja" "clang"; do 2025-07-24T04:00:21.4533670Z  echo "Cleaning up all remaining ${PROCESS} process" 2025-07-24T04:00:21.4533890Z  pkill "${PROCESS}" || true 2025-07-24T04:00:21.4534070Z done 2025-07-24T04:00:21.4548570Z shell: /bin/bash -e -l {0} 2025-07-24T04:00:21.4548730Z env: 2025-07-24T04:00:21.4548870Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:21.4549040Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:21.4549220Z TEST_CONFIG: default 2025-07-24T04:00:21.4549370Z SHARD_NUMBER: 1 2025-07-24T04:00:21.4549510Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:21.4549660Z PR_BODY: 2025-07-24T04:00:21.4549800Z ##[endgroup] 2025-07-24T04:00:22.2138320Z Cleaning up all remaining python process 2025-07-24T04:00:22.2207060Z Cleaning up all remaining conda process 2025-07-24T04:00:22.2250560Z Cleaning up all remaining ninja process 2025-07-24T04:00:22.2292590Z Cleaning up all remaining clang process 2025-07-24T04:00:22.2380080Z ##[group]Run if brew list miniconda; then 2025-07-24T04:00:22.2380330Z if brew list miniconda; then 2025-07-24T04:00:22.2380550Z  brew uninstall miniconda 2025-07-24T04:00:22.2380770Z  echo "REINSTALL_BREW_MINICONDA=1" >> "${GITHUB_ENV}" 2025-07-24T04:00:22.2380990Z fi 2025-07-24T04:00:22.2395990Z shell: /bin/bash -e -l {0} 2025-07-24T04:00:22.2396150Z env: 2025-07-24T04:00:22.2396320Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:22.2396490Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:22.2396700Z TEST_CONFIG: default 2025-07-24T04:00:22.2396860Z SHARD_NUMBER: 1 2025-07-24T04:00:22.2397020Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:22.2397160Z PR_BODY: 2025-07-24T04:00:22.2397280Z ##[endgroup] 2025-07-24T04:00:24.2051350Z /opt/homebrew/Caskroom/miniconda/py313_25.5.1-1/Miniconda3-py313_25.5.1-1-MacOSX-arm64.sh 2025-07-24T04:00:24.2051850Z /opt/homebrew/Caskroom/miniconda/.metadata/INSTALL_RECEIPT.json 2025-07-24T04:00:24.2052350Z /opt/homebrew/Caskroom/miniconda/.metadata/py313_25.5.1-1/20250724035012.020/Casks/miniconda.json 2025-07-24T04:00:24.2052740Z /opt/homebrew/Caskroom/miniconda/.metadata/config.json 2025-07-24T04:00:24.2054000Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_recursion_limit.3 2025-07-24T04:00:24.2055200Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2syntax.3 2025-07-24T04:00:24.2055990Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2jit.3 2025-07-24T04:00:24.2056870Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2demo.3 2025-07-24T04:00:24.2057810Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_offset_limit.3 2025-07-24T04:00:24.2058820Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_match_context_create.3 2025-07-24T04:00:24.2059770Z 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/opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_code_free.3 2025-07-24T04:00:24.2084870Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_jit_compile.3 2025-07-24T04:00:24.2085520Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_compile.3 2025-07-24T04:00:24.2086490Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_get_ovector_pointer.3 2025-07-24T04:00:24.2086970Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_substring_list_get.3 2025-07-24T04:00:24.2087710Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_general_context_free.3 2025-07-24T04:00:24.2088400Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_get_match_data_size.3 2025-07-24T04:00:24.2089170Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_convert_context_copy.3 2025-07-24T04:00:24.2090540Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_set_character_tables.3 2025-07-24T04:00:24.2091020Z /opt/homebrew/Caskroom/miniconda/base/man/man3/pcre2_get_error_message.3 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2025-07-24T04:00:24.3979360Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/umsg.h 2025-07-24T04:00:24.3979690Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/sortkey.h 2025-07-24T04:00:24.3980100Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/simplenumberformatter.h 2025-07-24T04:00:24.3980500Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/docmain.h 2025-07-24T04:00:24.3980850Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uniset.h 2025-07-24T04:00:24.3981180Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/basictz.h 2025-07-24T04:00:24.3981520Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udata.h 2025-07-24T04:00:24.3981910Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/stringtriebuilder.h 2025-07-24T04:00:24.3982280Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/chariter.h 2025-07-24T04:00:24.3982620Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/umisc.h 2025-07-24T04:00:24.3982970Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/reldatefmt.h 2025-07-24T04:00:24.3983310Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uloc.h 2025-07-24T04:00:24.3983650Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/plurrule.h 2025-07-24T04:00:24.3984040Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uformattednumber.h 2025-07-24T04:00:24.3984430Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/bytestriebuilder.h 2025-07-24T04:00:24.3984810Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/measunit.h 2025-07-24T04:00:24.3985140Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utrace.h 2025-07-24T04:00:24.3985510Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/locdspnm.h 2025-07-24T04:00:24.3985950Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/gregocal.h 2025-07-24T04:00:24.3986290Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uchriter.h 2025-07-24T04:00:24.3986650Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/enumset.h 2025-07-24T04:00:24.3987000Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/nounit.h 2025-07-24T04:00:24.3987320Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utf.h 2025-07-24T04:00:24.3987670Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/measure.h 2025-07-24T04:00:24.3988000Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tzrule.h 2025-07-24T04:00:24.3988340Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/strenum.h 2025-07-24T04:00:24.3988700Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/regex.h 2025-07-24T04:00:24.3989020Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/gender.h 2025-07-24T04:00:24.3989360Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dcfmtsym.h 2025-07-24T04:00:24.3989720Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucnv_err.h 2025-07-24T04:00:24.3990060Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/decimfmt.h 2025-07-24T04:00:24.3990400Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/bytestrie.h 2025-07-24T04:00:24.3990760Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udatpg.h 2025-07-24T04:00:24.3991120Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/listformatter.h 2025-07-24T04:00:24.3991480Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uobject.h 2025-07-24T04:00:24.3991830Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/calendar.h 2025-07-24T04:00:24.3992170Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ures.h 2025-07-24T04:00:24.3992500Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/normlzr.h 2025-07-24T04:00:24.3992840Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/usprep.h 2025-07-24T04:00:24.3993450Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/urename.h 2025-07-24T04:00:24.3993980Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/caniter.h 2025-07-24T04:00:24.3994310Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucol.h 2025-07-24T04:00:24.3994680Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/upluralrules.h 2025-07-24T04:00:24.3995060Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucharstrie.h 2025-07-24T04:00:24.3995400Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tmunit.h 2025-07-24T04:00:24.3995750Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unistr.h 2025-07-24T04:00:24.3996070Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/rbbi.h 2025-07-24T04:00:24.3996410Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ulocdata.h 2025-07-24T04:00:24.3996750Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/idna.h 2025-07-24T04:00:24.3997070Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unorm2.h 2025-07-24T04:00:24.3997450Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/localebuilder.h 2025-07-24T04:00:24.3997830Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dtptngen.h 2025-07-24T04:00:24.3998160Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dbbi.h 2025-07-24T04:00:24.3998510Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/bytestream.h 2025-07-24T04:00:24.3998860Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uversion.h 2025-07-24T04:00:24.3999220Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/messagepattern.h 2025-07-24T04:00:24.3999610Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uidna.h 2025-07-24T04:00:24.3999960Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/filteredbrk.h 2025-07-24T04:00:24.4000310Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tmutamt.h 2025-07-24T04:00:24.4000680Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/char16ptr.h 2025-07-24T04:00:24.4001050Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uformattedvalue.h 2025-07-24T04:00:24.4001420Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/symtable.h 2025-07-24T04:00:24.4001810Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucasemap.h 2025-07-24T04:00:24.4002150Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucoleitr.h 2025-07-24T04:00:24.4002530Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/compactdecimalformat.h 2025-07-24T04:00:24.4002930Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unum.h 2025-07-24T04:00:24.4003290Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udisplaycontext.h 2025-07-24T04:00:24.4003650Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tztrans.h 2025-07-24T04:00:24.4004000Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/umachine.h 2025-07-24T04:00:24.4004360Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/numberformatter.h 2025-07-24T04:00:24.4004730Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/datefmt.h 2025-07-24T04:00:24.4005070Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utmscale.h 2025-07-24T04:00:24.4005410Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/coll.h 2025-07-24T04:00:24.4005750Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/currpinf.h 2025-07-24T04:00:24.4006100Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uregex.h 2025-07-24T04:00:24.4006450Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/tmutfmt.h 2025-07-24T04:00:24.4006790Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/plurfmt.h 2025-07-24T04:00:24.4007140Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ustringtrie.h 2025-07-24T04:00:24.4007510Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/smpdtfmt.h 2025-07-24T04:00:24.4007850Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucptrie.h 2025-07-24T04:00:24.4008230Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udisplayoptions.h 2025-07-24T04:00:24.4008620Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/icudataver.h 2025-07-24T04:00:24.4009330Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uchar.h 2025-07-24T04:00:24.4009880Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unorm.h 2025-07-24T04:00:24.4010230Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ushape.h 2025-07-24T04:00:24.4010560Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unifunct.h 2025-07-24T04:00:24.4010910Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ugender.h 2025-07-24T04:00:24.4011260Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/selfmt.h 2025-07-24T04:00:24.4011610Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uformattable.h 2025-07-24T04:00:24.4011970Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ustream.h 2025-07-24T04:00:24.4012340Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/simpleformatter.h 2025-07-24T04:00:24.4012720Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucnv_cb.h 2025-07-24T04:00:24.4013060Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/curramt.h 2025-07-24T04:00:24.4013400Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/locid.h 2025-07-24T04:00:24.4013790Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/udateintervalformat.h 2025-07-24T04:00:24.4014180Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/resbund.h 2025-07-24T04:00:24.4014510Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ubidi.h 2025-07-24T04:00:24.4014860Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/stsearch.h 2025-07-24T04:00:24.4015220Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/alphaindex.h 2025-07-24T04:00:24.4015590Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uvernum.h 2025-07-24T04:00:24.4015920Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unimatch.h 2025-07-24T04:00:24.4016270Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/rbtz.h 2025-07-24T04:00:24.4016600Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucnvsel.h 2025-07-24T04:00:24.4016930Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uspoof.h 2025-07-24T04:00:24.4017270Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/region.h 2025-07-24T04:00:24.4017640Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ureldatefmt.h 2025-07-24T04:00:24.4017990Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utrans.h 2025-07-24T04:00:24.4018330Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/parseerr.h 2025-07-24T04:00:24.4018670Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/putil.h 2025-07-24T04:00:24.4019000Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/format.h 2025-07-24T04:00:24.4019400Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/scientificnumberformatter.h 2025-07-24T04:00:24.4019840Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/displayoptions.h 2025-07-24T04:00:24.4020230Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/normalizer2.h 2025-07-24T04:00:24.4020580Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/dtrule.h 2025-07-24T04:00:24.4020930Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unumberoptions.h 2025-07-24T04:00:24.4021270Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucnv.h 2025-07-24T04:00:24.4022150Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ucharstriebuilder.h 2025-07-24T04:00:24.4022530Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/search.h 2025-07-24T04:00:24.4022860Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unumsys.h 2025-07-24T04:00:24.4023340Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uconfig.h 2025-07-24T04:00:24.4023920Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utf16.h 2025-07-24T04:00:24.4024510Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/brkiter.h 2025-07-24T04:00:24.4025250Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/formattedvalue.h 2025-07-24T04:00:24.4025810Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/platform.h 2025-07-24T04:00:24.4026400Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/rep.h 2025-07-24T04:00:24.4027160Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/formattednumber.h 2025-07-24T04:00:24.4028160Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/std_string.h 2025-07-24T04:00:24.4028800Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utf8.h 2025-07-24T04:00:24.4029150Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/localpointer.h 2025-07-24T04:00:24.4029650Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uclean.h 2025-07-24T04:00:24.4030280Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/uscript.h 2025-07-24T04:00:24.4030860Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/numfmt.h 2025-07-24T04:00:24.4031500Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/currunit.h 2025-07-24T04:00:24.4032100Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/utypes.h 2025-07-24T04:00:24.4032820Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/ulistformatter.h 2025-07-24T04:00:24.4033410Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/measfmt.h 2025-07-24T04:00:24.4034020Z /opt/homebrew/Caskroom/miniconda/base/include/unicode/unifilt.h 2025-07-24T04:00:24.4034580Z /opt/homebrew/Caskroom/miniconda/base/include/form.h 2025-07-24T04:00:24.4035130Z /opt/homebrew/Caskroom/miniconda/base/include/tclUnixPort.h 2025-07-24T04:00:24.4035800Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/export.hpp 2025-07-24T04:00:24.4036490Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/reproc.hpp 2025-07-24T04:00:24.4037050Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/env.hpp 2025-07-24T04:00:24.4037750Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/detail/array.hpp 2025-07-24T04:00:24.4038520Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/detail/type_traits.hpp 2025-07-24T04:00:24.4039070Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/run.hpp 2025-07-24T04:00:24.4039710Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/input.hpp 2025-07-24T04:00:24.4040390Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/arguments.hpp 2025-07-24T04:00:24.4041170Z /opt/homebrew/Caskroom/miniconda/base/include/reproc++/drain.hpp 2025-07-24T04:00:24.4041480Z /opt/homebrew/Caskroom/miniconda/base/include/tcl.h 2025-07-24T04:00:24.4042290Z /opt/homebrew/Caskroom/miniconda/base/include/kadm5/chpass_util_strings.h 2025-07-24T04:00:24.4042850Z /opt/homebrew/Caskroom/miniconda/base/include/kadm5/kadm_err.h 2025-07-24T04:00:24.4043450Z /opt/homebrew/Caskroom/miniconda/base/include/kadm5/admin.h 2025-07-24T04:00:24.4044110Z /opt/homebrew/Caskroom/miniconda/base/include/itclMigrate2TclCore.h 2025-07-24T04:00:24.4044680Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/ostream.h 2025-07-24T04:00:24.4045280Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/format-inl.h 2025-07-24T04:00:24.4045850Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/ranges.h 2025-07-24T04:00:24.4046420Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/xchar.h 2025-07-24T04:00:24.4047010Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/core.h 2025-07-24T04:00:24.4047550Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/chrono.h 2025-07-24T04:00:24.4048080Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/os.h 2025-07-24T04:00:24.4048630Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/color.h 2025-07-24T04:00:24.4049180Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/args.h 2025-07-24T04:00:24.4049750Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/printf.h 2025-07-24T04:00:24.4050340Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/compile.h 2025-07-24T04:00:24.4050910Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/format.h 2025-07-24T04:00:24.4051430Z /opt/homebrew/Caskroom/miniconda/base/include/fmt/std.h 2025-07-24T04:00:24.4052010Z /opt/homebrew/Caskroom/miniconda/base/include/pcre2posix.h 2025-07-24T04:00:24.4052530Z /opt/homebrew/Caskroom/miniconda/base/include/cursesw.h 2025-07-24T04:00:24.4053070Z /opt/homebrew/Caskroom/miniconda/base/include/itcl.h 2025-07-24T04:00:24.4053680Z /opt/homebrew/Caskroom/miniconda/base/include/ares_build.h 2025-07-24T04:00:24.4054240Z /opt/homebrew/Caskroom/miniconda/base/include/tclIntDecls.h 2025-07-24T04:00:24.4054780Z /opt/homebrew/Caskroom/miniconda/base/include/nc_tparm.h 2025-07-24T04:00:24.4055530Z /opt/homebrew/Caskroom/miniconda/base/include/lz4.h 2025-07-24T04:00:24.4055820Z /opt/homebrew/Caskroom/miniconda/base/include/com_err.h 2025-07-24T04:00:24.4056510Z /opt/homebrew/Caskroom/miniconda/base/include/readline/readline.h 2025-07-24T04:00:24.4057110Z /opt/homebrew/Caskroom/miniconda/base/include/readline/keymaps.h 2025-07-24T04:00:24.4057730Z /opt/homebrew/Caskroom/miniconda/base/include/readline/tilde.h 2025-07-24T04:00:24.4058350Z /opt/homebrew/Caskroom/miniconda/base/include/readline/rlconf.h 2025-07-24T04:00:24.4059060Z /opt/homebrew/Caskroom/miniconda/base/include/readline/chardefs.h 2025-07-24T04:00:24.4059640Z /opt/homebrew/Caskroom/miniconda/base/include/readline/history.h 2025-07-24T04:00:24.4060270Z /opt/homebrew/Caskroom/miniconda/base/include/readline/rlstdc.h 2025-07-24T04:00:24.4060930Z /opt/homebrew/Caskroom/miniconda/base/include/readline/rltypedefs.h 2025-07-24T04:00:24.4061470Z /opt/homebrew/Caskroom/miniconda/base/include/tkImgPhoto.h 2025-07-24T04:00:24.4062060Z /opt/homebrew/Caskroom/miniconda/base/include/verto-module.h 2025-07-24T04:00:24.4062560Z /opt/homebrew/Caskroom/miniconda/base/include/bzlib.h 2025-07-24T04:00:24.4063190Z /opt/homebrew/Caskroom/miniconda/base/include/localcharset.h 2025-07-24T04:00:24.4063670Z /opt/homebrew/Caskroom/miniconda/base/include/ares.h 2025-07-24T04:00:24.4064470Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/activation.hpp 2025-07-24T04:00:24.4065340Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/environments_manager.hpp 2025-07-24T04:00:24.4065950Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/transaction.hpp 2025-07-24T04:00:24.4066700Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/package_handling.hpp 2025-07-24T04:00:24.4067330Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/invoke.hpp 2025-07-24T04:00:24.4068060Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/prefix_data.hpp 2025-07-24T04:00:24.4068770Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/common_types.hpp 2025-07-24T04:00:24.4069420Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/palette.hpp 2025-07-24T04:00:24.4070060Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/link.hpp 2025-07-24T04:00:24.4405230Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/error_handling.hpp 2025-07-24T04:00:24.4406170Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/repo_checker_store.hpp 2025-07-24T04:00:24.4406590Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/package_fetcher.hpp 2025-07-24T04:00:24.4407310Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/execution.hpp 2025-07-24T04:00:24.4407860Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/subdirdata.hpp 2025-07-24T04:00:24.4408590Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/shell_init.hpp 2025-07-24T04:00:24.4409210Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/fsutil.hpp 2025-07-24T04:00:24.4410000Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/channel_context.hpp 2025-07-24T04:00:24.4410660Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/env_lockfile.hpp 2025-07-24T04:00:24.4411340Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/util_scope.hpp 2025-07-24T04:00:24.4412220Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/transaction_context.hpp 2025-07-24T04:00:24.4413010Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/download_progress_bar.hpp 2025-07-24T04:00:24.4413660Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/context.hpp 2025-07-24T04:00:24.4414290Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/timeref.hpp 2025-07-24T04:00:24.4414970Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/util_os.hpp 2025-07-24T04:00:24.4415620Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/tasksync.hpp 2025-07-24T04:00:24.4416460Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/history.hpp 2025-07-24T04:00:24.4417140Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/progress_bar.hpp 2025-07-24T04:00:24.4417630Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/run.hpp 2025-07-24T04:00:24.4418380Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/package_paths.hpp 2025-07-24T04:00:24.4419350Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/package_database_loader.hpp 2025-07-24T04:00:24.4419960Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/virtual_packages.hpp 2025-07-24T04:00:24.4420690Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/thread_utils.hpp 2025-07-24T04:00:24.4421310Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/output.hpp 2025-07-24T04:00:24.4422300Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/package_cache.hpp 2025-07-24T04:00:24.4422710Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/pinning.hpp 2025-07-24T04:00:24.4423360Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/query.hpp 2025-07-24T04:00:24.4423980Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/util.hpp 2025-07-24T04:00:24.4424660Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/core/menuinst.hpp 2025-07-24T04:00:24.4425290Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/cast.hpp 2025-07-24T04:00:24.4425970Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/os_unix.hpp 2025-07-24T04:00:24.4426710Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/cryptography.hpp 2025-07-24T04:00:24.4427330Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/build.hpp 2025-07-24T04:00:24.4427950Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/json.hpp 2025-07-24T04:00:24.4428680Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/os_osx.hpp 2025-07-24T04:00:24.4429420Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/weakening_map.hpp 2025-07-24T04:00:24.4430100Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/path_manip.hpp 2025-07-24T04:00:24.4430860Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/flat_binary_tree.hpp 2025-07-24T04:00:24.4431560Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/variant_cmp.hpp 2025-07-24T04:00:24.4432310Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/encoding.hpp 2025-07-24T04:00:24.4432960Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/functional.hpp 2025-07-24T04:00:24.4433740Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/flat_bool_expr_tree.hpp 2025-07-24T04:00:24.4434420Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/type_traits.hpp 2025-07-24T04:00:24.4435670Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/random.hpp 2025-07-24T04:00:24.4436370Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/os_linux.hpp 2025-07-24T04:00:24.4437100Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/heap_optional.hpp 2025-07-24T04:00:24.4437970Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/graph.hpp 2025-07-24T04:00:24.4438490Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/loop_control.hpp 2025-07-24T04:00:24.4439060Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/url.hpp 2025-07-24T04:00:24.4439720Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/os_win.hpp 2025-07-24T04:00:24.4440430Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/url_manip.hpp 2025-07-24T04:00:24.4441110Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/string.hpp 2025-07-24T04:00:24.4441820Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/deprecation.hpp 2025-07-24T04:00:24.4442460Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/parsers.hpp 2025-07-24T04:00:24.4443090Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/cfile.hpp 2025-07-24T04:00:24.4443700Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/os.hpp 2025-07-24T04:00:24.4444650Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/conditional.hpp 2025-07-24T04:00:24.4445140Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/flat_set.hpp 2025-07-24T04:00:24.4445900Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/compare.hpp 2025-07-24T04:00:24.4446480Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/iterator.hpp 2025-07-24T04:00:24.4447170Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/environment.hpp 2025-07-24T04:00:24.4447860Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/util/tuple_hash.hpp 2025-07-24T04:00:24.4448540Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/archive.hpp 2025-07-24T04:00:24.4449260Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/package_info.hpp 2025-07-24T04:00:24.4449950Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/match_spec.hpp 2025-07-24T04:00:24.4450650Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/glob_spec.hpp 2025-07-24T04:00:24.4462180Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/repo_data.hpp 2025-07-24T04:00:24.4462600Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/regex_spec.hpp 2025-07-24T04:00:24.4463010Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/chimera_string_spec.hpp 2025-07-24T04:00:24.4463420Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/platform.hpp 2025-07-24T04:00:24.4463790Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/error.hpp 2025-07-24T04:00:24.4464140Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/version.hpp 2025-07-24T04:00:24.4464510Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/channel.hpp 2025-07-24T04:00:24.4464880Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/conda_url.hpp 2025-07-24T04:00:24.4465270Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/unresolved_channel.hpp 2025-07-24T04:00:24.4465700Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/build_number_spec.hpp 2025-07-24T04:00:24.4466130Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/authentication_info.hpp 2025-07-24T04:00:24.4466540Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/specs/version_spec.hpp 2025-07-24T04:00:24.4466930Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/request.hpp 2025-07-24T04:00:24.4467300Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/solution.hpp 2025-07-24T04:00:24.4467700Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/problems_graph.hpp 2025-07-24T04:00:24.4468110Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/libsolv/solver.hpp 2025-07-24T04:00:24.4468530Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/libsolv/unsolvable.hpp 2025-07-24T04:00:24.4468960Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/libsolv/database.hpp 2025-07-24T04:00:24.4469390Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/libsolv/parameters.hpp 2025-07-24T04:00:24.4469810Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/solver/libsolv/repo_info.hpp 2025-07-24T04:00:24.4470190Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/version.hpp 2025-07-24T04:00:24.4470560Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/download/mirror_map.hpp 2025-07-24T04:00:24.4470960Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/download/downloader.hpp 2025-07-24T04:00:24.4471340Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/download/mirror.hpp 2025-07-24T04:00:24.4471720Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/download/request.hpp 2025-07-24T04:00:24.4472080Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/update.hpp 2025-07-24T04:00:24.4472420Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/info.hpp 2025-07-24T04:00:24.4472790Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/configuration_impl.hpp 2025-07-24T04:00:24.4473170Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/shell.hpp 2025-07-24T04:00:24.4473530Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/channel_loader.hpp 2025-07-24T04:00:24.4473900Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/install.hpp 2025-07-24T04:00:24.4474390Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/c_api.h 2025-07-24T04:00:24.4474810Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/repoquery.hpp 2025-07-24T04:00:24.4475170Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/config.hpp 2025-07-24T04:00:24.4475510Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/list.hpp 2025-07-24T04:00:24.4475870Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/configuration.hpp 2025-07-24T04:00:24.4476460Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/create.hpp 2025-07-24T04:00:24.4477100Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/clean.hpp 2025-07-24T04:00:24.4477820Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/constants.hpp 2025-07-24T04:00:24.4478410Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/api/remove.hpp 2025-07-24T04:00:24.4479080Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/fs/filesystem.hpp 2025-07-24T04:00:24.4479790Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/errors.hpp 2025-07-24T04:00:24.4480470Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/keys.hpp 2025-07-24T04:00:24.4481370Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/update_framework_v0_6.hpp 2025-07-24T04:00:24.4482100Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/repo_checker.hpp 2025-07-24T04:00:24.4482780Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/tools.hpp 2025-07-24T04:00:24.4483680Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/update_framework_v1.hpp 2025-07-24T04:00:24.4484470Z /opt/homebrew/Caskroom/miniconda/base/include/mamba/validation/update_framework.hpp 2025-07-24T04:00:24.4484890Z /opt/homebrew/Caskroom/miniconda/base/include/tclInt.h 2025-07-24T04:00:24.4485480Z /opt/homebrew/Caskroom/miniconda/base/include/tclThread.h 2025-07-24T04:00:24.4485990Z /opt/homebrew/Caskroom/miniconda/base/include/tkScale.h 2025-07-24T04:00:24.4486610Z /opt/homebrew/Caskroom/miniconda/base/include/tl/expected.hpp 2025-07-24T04:00:24.4487260Z /opt/homebrew/Caskroom/miniconda/base/include/tclIntPlatDecls.h 2025-07-24T04:00:24.4487800Z /opt/homebrew/Caskroom/miniconda/base/include/unctrl.h 2025-07-24T04:00:24.4488560Z /opt/homebrew/Caskroom/miniconda/base/include/tdbcInt.h 2025-07-24T04:00:24.4488880Z /opt/homebrew/Caskroom/miniconda/base/include/cursesapp.h 2025-07-24T04:00:24.4489420Z /opt/homebrew/Caskroom/miniconda/base/include/tk3d.h 2025-07-24T04:00:24.4490040Z /opt/homebrew/Caskroom/miniconda/base/include/expat_external.h 2025-07-24T04:00:24.4490570Z /opt/homebrew/Caskroom/miniconda/base/include/tdbcDecls.h 2025-07-24T04:00:24.4491080Z /opt/homebrew/Caskroom/miniconda/base/include/ev++.h 2025-07-24T04:00:24.4491640Z /opt/homebrew/Caskroom/miniconda/base/include/tclOOInt.h 2025-07-24T04:00:24.4492240Z /opt/homebrew/Caskroom/miniconda/base/include/tkUnixDefault.h 2025-07-24T04:00:24.4492740Z /opt/homebrew/Caskroom/miniconda/base/include/tclOO.h 2025-07-24T04:00:24.4493390Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/traits.h 2025-07-24T04:00:24.4494120Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/eventhandler.h 2025-07-24T04:00:24.4494700Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/emitter.h 2025-07-24T04:00:24.4495310Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/anchor.h 2025-07-24T04:00:24.4495920Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/mark.h 2025-07-24T04:00:24.4496640Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/emitterdef.h 2025-07-24T04:00:24.4497210Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/parser.h 2025-07-24T04:00:24.4497820Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/null.h 2025-07-24T04:00:24.4498470Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/exceptions.h 2025-07-24T04:00:24.4499150Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/emitterstyle.h 2025-07-24T04:00:24.4499770Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/noexcept.h 2025-07-24T04:00:24.4500460Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/emittermanip.h 2025-07-24T04:00:24.4501450Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/emitfromevents.h 2025-07-24T04:00:24.4501890Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/dll.h 2025-07-24T04:00:24.4502790Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/contrib/graphbuilder.h 2025-07-24T04:00:24.4503270Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/contrib/anchordict.h 2025-07-24T04:00:24.4503820Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/yaml.h 2025-07-24T04:00:24.4504470Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/type.h 2025-07-24T04:00:24.4505140Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/parse.h 2025-07-24T04:00:24.4505780Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/node.h 2025-07-24T04:00:24.4506580Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/node_data.h 2025-07-24T04:00:24.4507340Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/node_ref.h 2025-07-24T04:00:24.4508030Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/node.h 2025-07-24T04:00:24.4508800Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/memory.h 2025-07-24T04:00:24.4509590Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/node_iterator.h 2025-07-24T04:00:24.4510260Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/impl.h 2025-07-24T04:00:24.4511060Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/iterator_fwd.h 2025-07-24T04:00:24.4511800Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/detail/iterator.h 2025-07-24T04:00:24.4512420Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/ptr.h 2025-07-24T04:00:24.4513090Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/convert.h 2025-07-24T04:00:24.4513730Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/impl.h 2025-07-24T04:00:24.4514390Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/emit.h 2025-07-24T04:00:24.4515200Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/node/iterator.h 2025-07-24T04:00:24.4515790Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/ostream_wrapper.h 2025-07-24T04:00:24.4516460Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/stlemitter.h 2025-07-24T04:00:24.4517040Z /opt/homebrew/Caskroom/miniconda/base/include/yaml-cpp/binary.h 2025-07-24T04:00:24.4517700Z 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/opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest_pred_impl.h 2025-07-24T04:00:24.5160960Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest_prod.h 2025-07-24T04:00:24.5161640Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest-test-part.h 2025-07-24T04:00:24.5162220Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest.h 2025-07-24T04:00:24.5162920Z /opt/homebrew/Caskroom/miniconda/base/include/gtest/gtest-printers.h 2025-07-24T04:00:24.5163370Z /opt/homebrew/Caskroom/miniconda/base/include/panel.h 2025-07-24T04:00:24.5164020Z /opt/homebrew/Caskroom/miniconda/base/include/lz4frame_static.h 2025-07-24T04:00:24.5164510Z /opt/homebrew/Caskroom/miniconda/base/include/expat.h 2025-07-24T04:00:24.5165060Z /opt/homebrew/Caskroom/miniconda/base/include/itclInt.h 2025-07-24T04:00:24.5165610Z /opt/homebrew/Caskroom/miniconda/base/include/ks_names.h 2025-07-24T04:00:24.5166140Z /opt/homebrew/Caskroom/miniconda/base/include/gssapi.h 2025-07-24T04:00:24.5166740Z /opt/homebrew/Caskroom/miniconda/base/include/ares_rules.h 2025-07-24T04:00:24.5167270Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses.h 2025-07-24T04:00:24.5167870Z /opt/homebrew/Caskroom/miniconda/base/include/tkPlatDecls.h 2025-07-24T04:00:24.5168360Z /opt/homebrew/Caskroom/miniconda/base/include/tic.h 2025-07-24T04:00:24.5168900Z /opt/homebrew/Caskroom/miniconda/base/include/lz4hc.h 2025-07-24T04:00:24.5169620Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/ordered_map.hpp 2025-07-24T04:00:24.5170240Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/json.hpp 2025-07-24T04:00:24.5170940Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/adl_serializer.hpp 2025-07-24T04:00:24.5171820Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/byte_container_with_subtype.hpp 2025-07-24T04:00:24.5172450Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/hash.hpp 2025-07-24T04:00:24.5173250Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/string_escape.hpp 2025-07-24T04:00:24.5173960Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/json_ref.hpp 2025-07-24T04:00:24.5174840Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/conversions/to_chars.hpp 2025-07-24T04:00:24.5175690Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/conversions/from_json.hpp 2025-07-24T04:00:24.5176500Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/conversions/to_json.hpp 2025-07-24T04:00:24.5177170Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/value_t.hpp 2025-07-24T04:00:24.5177990Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/position_t.hpp 2025-07-24T04:00:24.5178730Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/parser.hpp 2025-07-24T04:00:24.5179510Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/json_sax.hpp 2025-07-24T04:00:24.5180350Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/binary_reader.hpp 2025-07-24T04:00:24.5181340Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/input_adapters.hpp 2025-07-24T04:00:24.5181950Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/input/lexer.hpp 2025-07-24T04:00:24.5182690Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/string_concat.hpp 2025-07-24T04:00:24.5183440Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/macro_scope.hpp 2025-07-24T04:00:24.5184310Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/output/output_adapters.hpp 2025-07-24T04:00:24.5189500Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/output/serializer.hpp 2025-07-24T04:00:24.5190000Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/output/binary_writer.hpp 2025-07-24T04:00:24.5190450Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/is_sax.hpp 2025-07-24T04:00:24.5190870Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/call_std/end.hpp 2025-07-24T04:00:24.5191320Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/call_std/begin.hpp 2025-07-24T04:00:24.5191770Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/identity_tag.hpp 2025-07-24T04:00:24.5192210Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/type_traits.hpp 2025-07-24T04:00:24.5192650Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/cpp_future.hpp 2025-07-24T04:00:24.5193080Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/detected.hpp 2025-07-24T04:00:24.5193510Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/void_t.hpp 2025-07-24T04:00:24.5193920Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/meta/std_fs.hpp 2025-07-24T04:00:24.5194330Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/json_pointer.hpp 2025-07-24T04:00:24.5194740Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/exceptions.hpp 2025-07-24T04:00:24.5195150Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/abi_macros.hpp 2025-07-24T04:00:24.5195860Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/macro_unscope.hpp 2025-07-24T04:00:24.5196740Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/iter_impl.hpp 2025-07-24T04:00:24.5197670Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/json_reverse_iterator.hpp 2025-07-24T04:00:24.5198580Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/iteration_proxy.hpp 2025-07-24T04:00:24.5199890Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/iterator_traits.hpp 2025-07-24T04:00:24.5200410Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/internal_iterator.hpp 2025-07-24T04:00:24.5201260Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/detail/iterators/primitive_iterator.hpp 2025-07-24T04:00:24.5202050Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/thirdparty/hedley/hedley.hpp 2025-07-24T04:00:24.5202920Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/thirdparty/hedley/hedley_undef.hpp 2025-07-24T04:00:24.5203520Z /opt/homebrew/Caskroom/miniconda/base/include/nlohmann/json_fwd.hpp 2025-07-24T04:00:24.5204130Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/rpc_msg.h 2025-07-24T04:00:24.5204710Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/types.h 2025-07-24T04:00:24.5205360Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/auth_gssapi.h 2025-07-24T04:00:24.5206150Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/pmap_prot.h 2025-07-24T04:00:24.5206530Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/svc.h 2025-07-24T04:00:24.5207160Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/clnt.h 2025-07-24T04:00:24.5207720Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/xdr.h 2025-07-24T04:00:24.5208410Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/rename.h 2025-07-24T04:00:24.5208980Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/auth_gss.h 2025-07-24T04:00:24.5209570Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/netdb.h 2025-07-24T04:00:24.5210200Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/auth_unix.h 2025-07-24T04:00:24.5210760Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/rpc.h 2025-07-24T04:00:24.5211340Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/auth.h 2025-07-24T04:00:24.5211960Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/pmap_clnt.h 2025-07-24T04:00:24.5212560Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/svc_auth.h 2025-07-24T04:00:24.5213270Z /opt/homebrew/Caskroom/miniconda/base/include/gssrpc/pmap_rmt.h 2025-07-24T04:00:24.5213660Z /opt/homebrew/Caskroom/miniconda/base/include/eti.h 2025-07-24T04:00:24.5214290Z /opt/homebrew/Caskroom/miniconda/base/include/ncurses_dll.h 2025-07-24T04:00:24.5214750Z /opt/homebrew/Caskroom/miniconda/base/include/zlib.h 2025-07-24T04:00:24.5215320Z /opt/homebrew/Caskroom/miniconda/base/include/tkButton.h 2025-07-24T04:00:24.5215910Z /opt/homebrew/Caskroom/miniconda/base/include/tkScrollbar.h 2025-07-24T04:00:24.5216490Z /opt/homebrew/Caskroom/miniconda/base/include/term_entry.h 2025-07-24T04:00:24.5217020Z /opt/homebrew/Caskroom/miniconda/base/include/menu.h 2025-07-24T04:00:24.5217520Z /opt/homebrew/Caskroom/miniconda/base/include/pcre2.h 2025-07-24T04:00:24.5218080Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSX.h 2025-07-24T04:00:24.5218650Z /opt/homebrew/Caskroom/miniconda/base/include/sqlite3.h 2025-07-24T04:00:24.5219240Z /opt/homebrew/Caskroom/miniconda/base/include/tclOOIntDecls.h 2025-07-24T04:00:24.5219820Z /opt/homebrew/Caskroom/miniconda/base/include/zstd_errors.h 2025-07-24T04:00:24.5220380Z /opt/homebrew/Caskroom/miniconda/base/include/sqlite3ext.h 2025-07-24T04:00:24.5220910Z /opt/homebrew/Caskroom/miniconda/base/include/libssh2.h 2025-07-24T04:00:24.5221520Z /opt/homebrew/Caskroom/miniconda/base/include/X11/DECkeysym.h 2025-07-24T04:00:24.5222070Z /opt/homebrew/Caskroom/miniconda/base/include/X11/Xutil.h 2025-07-24T04:00:24.5222690Z /opt/homebrew/Caskroom/miniconda/base/include/X11/ap_keysym.h 2025-07-24T04:00:24.5223230Z /opt/homebrew/Caskroom/miniconda/base/include/X11/Xatom.h 2025-07-24T04:00:24.5223800Z /opt/homebrew/Caskroom/miniconda/base/include/X11/Xlib.h 2025-07-24T04:00:24.5224410Z /opt/homebrew/Caskroom/miniconda/base/include/X11/cursorfont.h 2025-07-24T04:00:24.5225000Z /opt/homebrew/Caskroom/miniconda/base/include/X11/Sunkeysym.h 2025-07-24T04:00:24.5225610Z /opt/homebrew/Caskroom/miniconda/base/include/X11/Xfuncproto.h 2025-07-24T04:00:24.5226200Z /opt/homebrew/Caskroom/miniconda/base/include/X11/keysymdef.h 2025-07-24T04:00:24.5226790Z /opt/homebrew/Caskroom/miniconda/base/include/X11/HPkeysym.h 2025-07-24T04:00:24.5227390Z /opt/homebrew/Caskroom/miniconda/base/include/X11/keysym.h 2025-07-24T04:00:24.5228000Z /opt/homebrew/Caskroom/miniconda/base/include/X11/XF86keysym.h 2025-07-24T04:00:24.5228490Z /opt/homebrew/Caskroom/miniconda/base/include/X11/X.h 2025-07-24T04:00:24.5229050Z /opt/homebrew/Caskroom/miniconda/base/include/X11/xbytes.h 2025-07-24T04:00:24.5229710Z /opt/homebrew/Caskroom/miniconda/base/include/tclTomMathDecls.h 2025-07-24T04:00:24.5230250Z /opt/homebrew/Caskroom/miniconda/base/include/tclTomMath.h 2025-07-24T04:00:24.5230950Z /opt/homebrew/Caskroom/miniconda/base/include/gssapi/gssapi_generic.h 2025-07-24T04:00:24.5231550Z /opt/homebrew/Caskroom/miniconda/base/include/gssapi/mechglue.h 2025-07-24T04:00:24.5232210Z /opt/homebrew/Caskroom/miniconda/base/include/gssapi/gssapi_krb5.h 2025-07-24T04:00:24.5232880Z /opt/homebrew/Caskroom/miniconda/base/include/gssapi/gssapi_alloc.h 2025-07-24T04:00:24.5233460Z /opt/homebrew/Caskroom/miniconda/base/include/gssapi/gssapi.h 2025-07-24T04:00:24.5234110Z /opt/homebrew/Caskroom/miniconda/base/include/gssapi/gssapi_ext.h 2025-07-24T04:00:24.5234650Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXInt.h 2025-07-24T04:00:24.5235280Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXCursors.h 2025-07-24T04:00:24.5235920Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXConstants.h 2025-07-24T04:00:24.5236400Z /opt/homebrew/Caskroom/miniconda/base/include/ev.h 2025-07-24T04:00:24.5237010Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXEvent.h 2025-07-24T04:00:24.5237560Z /opt/homebrew/Caskroom/miniconda/base/include/lz4frame.h 2025-07-24T04:00:24.5238140Z /opt/homebrew/Caskroom/miniconda/base/include/ares_nameser.h 2025-07-24T04:00:24.5238730Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXPort.h 2025-07-24T04:00:24.5239260Z /opt/homebrew/Caskroom/miniconda/base/include/tkCanvas.h 2025-07-24T04:00:24.5239890Z /opt/homebrew/Caskroom/miniconda/base/include/tkArray.h 2025-07-24T04:00:24.5240330Z /opt/homebrew/Caskroom/miniconda/base/include/zstd.h 2025-07-24T04:00:24.5240920Z /opt/homebrew/Caskroom/miniconda/base/include/fakemysql.h 2025-07-24T04:00:24.5241490Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pem2.h 2025-07-24T04:00:24.5242070Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/kdf.h 2025-07-24T04:00:24.5242670Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pem.h 2025-07-24T04:00:24.5243280Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/asyncerr.h 2025-07-24T04:00:24.5243860Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/md2.h 2025-07-24T04:00:24.5244450Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ssl3.h 2025-07-24T04:00:24.5245090Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ossl_typ.h 2025-07-24T04:00:24.5245670Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/dtls1.h 2025-07-24T04:00:24.5246330Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/err.h 2025-07-24T04:00:24.5246930Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/bn.h 2025-07-24T04:00:24.5247480Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/blowfish.h 2025-07-24T04:00:24.5248030Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cms.h 2025-07-24T04:00:24.5248640Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/engine.h 2025-07-24T04:00:24.5249290Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/conf_api.h 2025-07-24T04:00:24.5249880Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/esserr.h 2025-07-24T04:00:24.5250480Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/core.h 2025-07-24T04:00:24.5251100Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/x509.h 2025-07-24T04:00:24.5251730Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/asn1_mac.h 2025-07-24T04:00:24.5252390Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/objectserr.h 2025-07-24T04:00:24.5252980Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/params.h 2025-07-24T04:00:24.5253580Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cmserr.h 2025-07-24T04:00:24.5254170Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/http.h 2025-07-24T04:00:24.5254740Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ui.h 2025-07-24T04:00:24.5255320Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/sha.h 2025-07-24T04:00:24.5255970Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/symhacks.h 2025-07-24T04:00:24.5256580Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/asn1.h 2025-07-24T04:00:24.5257180Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/bioerr.h 2025-07-24T04:00:24.5257860Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/opensslconf.h 2025-07-24T04:00:24.5258400Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/bio.h 2025-07-24T04:00:24.5259010Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rc2.h 2025-07-24T04:00:24.5259640Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/types.h 2025-07-24T04:00:24.5260170Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/dh.h 2025-07-24T04:00:24.5260910Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cryptoerr_legacy.h 2025-07-24T04:00:24.5261460Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/proverr.h 2025-07-24T04:00:24.5262070Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/x509v3.h 2025-07-24T04:00:24.5262750Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/core_object.h 2025-07-24T04:00:24.5263380Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/decodererr.h 2025-07-24T04:00:24.5264040Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/param_build.h 2025-07-24T04:00:24.5264610Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/conf.h 2025-07-24T04:00:24.5603480Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/conftypes.h 2025-07-24T04:00:24.5604030Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/md5.h 2025-07-24T04:00:24.5604580Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/decoder.h 2025-07-24T04:00:24.5605080Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pemerr.h 2025-07-24T04:00:24.5605580Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/crmferr.h 2025-07-24T04:00:24.5606260Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/x509_vfy.h 2025-07-24T04:00:24.5606820Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/txt_db.h 2025-07-24T04:00:24.5607370Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cmp.h 2025-07-24T04:00:24.5608000Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/comperr.h 2025-07-24T04:00:24.5608680Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cterr.h 2025-07-24T04:00:24.5609620Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/self_test.h 2025-07-24T04:00:24.5610000Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/safestack.h 2025-07-24T04:00:24.5610600Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/configuration.h 2025-07-24T04:00:24.5611210Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/fips_names.h 2025-07-24T04:00:24.5611960Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ecdsa.h 2025-07-24T04:00:24.5612430Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/sslerr.h 2025-07-24T04:00:24.5613090Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/prov_ssl.h 2025-07-24T04:00:24.5613820Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/fipskey.h 2025-07-24T04:00:24.5614240Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rc5.h 2025-07-24T04:00:24.5615040Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/uierr.h 2025-07-24T04:00:24.5615510Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/x509v3err.h 2025-07-24T04:00:24.5616200Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/objects.h 2025-07-24T04:00:24.5617060Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pkcs12.h 2025-07-24T04:00:24.5617440Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/crypto.h 2025-07-24T04:00:24.5618030Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/crmf.h 2025-07-24T04:00:24.5618680Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cmp_util.h 2025-07-24T04:00:24.5619280Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/opensslv.h 2025-07-24T04:00:24.5619930Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/evperr.h 2025-07-24T04:00:24.5620530Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pkcs7.h 2025-07-24T04:00:24.5621370Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/obj_mac.h 2025-07-24T04:00:24.5621690Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ct.h 2025-07-24T04:00:24.5622440Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/async.h 2025-07-24T04:00:24.5622900Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/buffer.h 2025-07-24T04:00:24.5623520Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ssl.h 2025-07-24T04:00:24.5624070Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/srp.h 2025-07-24T04:00:24.5624730Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/camellia.h 2025-07-24T04:00:24.5625350Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/httperr.h 2025-07-24T04:00:24.5625960Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/dherr.h 2025-07-24T04:00:24.5626730Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/evp.h 2025-07-24T04:00:24.5627150Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/e_os2.h 2025-07-24T04:00:24.5627750Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/trace.h 2025-07-24T04:00:24.5628330Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/md4.h 2025-07-24T04:00:24.5629020Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/core_names.h 2025-07-24T04:00:24.5629570Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/hmac.h 2025-07-24T04:00:24.5630220Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/provider.h 2025-07-24T04:00:24.5630790Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/aes.h 2025-07-24T04:00:24.5631450Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/engineerr.h 2025-07-24T04:00:24.5632130Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/comp.h 2025-07-24T04:00:24.5632890Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/macros.h 2025-07-24T04:00:24.5633350Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pkcs12err.h 2025-07-24T04:00:24.5634060Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/encoder.h 2025-07-24T04:00:24.5634530Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cast.h 2025-07-24T04:00:24.5635220Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/sslerr_legacy.h 2025-07-24T04:00:24.5635790Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rc4.h 2025-07-24T04:00:24.5636380Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/stack.h 2025-07-24T04:00:24.5636970Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/des.h 2025-07-24T04:00:24.5637580Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ocsp.h 2025-07-24T04:00:24.5638100Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ec.h 2025-07-24T04:00:24.5638690Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ecdh.h 2025-07-24T04:00:24.5639470Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rand.h 2025-07-24T04:00:24.5640320Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ecerr.h 2025-07-24T04:00:24.5640620Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ts.h 2025-07-24T04:00:24.5641230Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/core_dispatch.h 2025-07-24T04:00:24.5641850Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cryptoerr.h 2025-07-24T04:00:24.5642450Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/storeerr.h 2025-07-24T04:00:24.5643110Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/buffererr.h 2025-07-24T04:00:24.5643820Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/seed.h 2025-07-24T04:00:24.5644260Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/modes.h 2025-07-24T04:00:24.5644850Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ssl2.h 2025-07-24T04:00:24.5645570Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/tserr.h 2025-07-24T04:00:24.5646070Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rsa.h 2025-07-24T04:00:24.5646660Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ripemd.h 2025-07-24T04:00:24.5647320Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/whrlpool.h 2025-07-24T04:00:24.5648250Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/encodererr.h 2025-07-24T04:00:24.5648640Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cmperr.h 2025-07-24T04:00:24.5649160Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/tls1.h 2025-07-24T04:00:24.5649790Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/rsaerr.h 2025-07-24T04:00:24.5650520Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/randerr.h 2025-07-24T04:00:24.5650990Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/mdc2.h 2025-07-24T04:00:24.5651730Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ocsperr.h 2025-07-24T04:00:24.5652240Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/x509err.h 2025-07-24T04:00:24.5652870Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/pkcs7err.h 2025-07-24T04:00:24.5653650Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/dsa.h 2025-07-24T04:00:24.5654080Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/kdferr.h 2025-07-24T04:00:24.5654640Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/srtp.h 2025-07-24T04:00:24.5655380Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/asn1t.h 2025-07-24T04:00:24.5655860Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/dsaerr.h 2025-07-24T04:00:24.5656490Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/bnerr.h 2025-07-24T04:00:24.5657100Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/conferr.h 2025-07-24T04:00:24.5657680Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/cmac.h 2025-07-24T04:00:24.5658320Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ebcdic.h 2025-07-24T04:00:24.5659020Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/store.h 2025-07-24T04:00:24.5659570Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/idea.h 2025-07-24T04:00:24.5660110Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/lhash.h 2025-07-24T04:00:24.5660690Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/ess.h 2025-07-24T04:00:24.5661340Z /opt/homebrew/Caskroom/miniconda/base/include/openssl/asn1err.h 2025-07-24T04:00:24.5661960Z /opt/homebrew/Caskroom/miniconda/base/include/libssh2_publickey.h 2025-07-24T04:00:24.5662440Z /opt/homebrew/Caskroom/miniconda/base/include/krb5.h 2025-07-24T04:00:24.5663030Z /opt/homebrew/Caskroom/miniconda/base/include/tclDecls.h 2025-07-24T04:00:24.5663660Z /opt/homebrew/Caskroom/miniconda/base/include/tkIntPlatDecls.h 2025-07-24T04:00:24.5664200Z /opt/homebrew/Caskroom/miniconda/base/include/cursesm.h 2025-07-24T04:00:24.5664780Z /opt/homebrew/Caskroom/miniconda/base/include/tkDecls.h 2025-07-24T04:00:24.5665280Z /opt/homebrew/Caskroom/miniconda/base/include/tkBusy.h 2025-07-24T04:00:24.5665860Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/index.h 2025-07-24T04:00:24.5666500Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/version.h 2025-07-24T04:00:24.5667160Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/index_hash.h 2025-07-24T04:00:24.5667850Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/lzma12.h 2025-07-24T04:00:24.5668360Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/container.h 2025-07-24T04:00:24.5669040Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/delta.h 2025-07-24T04:00:24.5669540Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/vli.h 2025-07-24T04:00:24.5670200Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/check.h 2025-07-24T04:00:24.5670660Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/bcj.h 2025-07-24T04:00:24.5671340Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/stream_flags.h 2025-07-24T04:00:24.5672120Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/block.h 2025-07-24T04:00:24.5672740Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/hardware.h 2025-07-24T04:00:24.5673270Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/filter.h 2025-07-24T04:00:24.5673810Z /opt/homebrew/Caskroom/miniconda/base/include/lzma/base.h 2025-07-24T04:00:24.5674340Z /opt/homebrew/Caskroom/miniconda/base/include/fakesql.h 2025-07-24T04:00:24.5674950Z /opt/homebrew/Caskroom/miniconda/base/include/itclDecls.h 2025-07-24T04:00:24.5675520Z /opt/homebrew/Caskroom/miniconda/base/include/tclPlatDecls.h 2025-07-24T04:00:24.5676160Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXXCursors.h 2025-07-24T04:00:24.5676630Z /opt/homebrew/Caskroom/miniconda/base/include/ffi.h 2025-07-24T04:00:24.5677170Z /opt/homebrew/Caskroom/miniconda/base/include/default.h 2025-07-24T04:00:24.5677760Z /opt/homebrew/Caskroom/miniconda/base/include/tkUnixPort.h 2025-07-24T04:00:24.5678700Z /opt/homebrew/Caskroom/miniconda/base/include/tkMacOSXDebug.h 2025-07-24T04:00:24.5679010Z /opt/homebrew/Caskroom/miniconda/base/include/zconf.h 2025-07-24T04:00:24.5679490Z /opt/homebrew/Caskroom/miniconda/base/include/ares_dns.h 2025-07-24T04:00:24.5680110Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/termcap.h 2025-07-24T04:00:24.5680730Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursesp.h 2025-07-24T04:00:24.5681380Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursesf.h 2025-07-24T04:00:24.5681970Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/etip.h 2025-07-24T04:00:24.5682570Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/form.h 2025-07-24T04:00:24.5683200Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursesw.h 2025-07-24T04:00:24.5683840Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/nc_tparm.h 2025-07-24T04:00:24.5684470Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/unctrl.h 2025-07-24T04:00:24.5685140Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursesapp.h 2025-07-24T04:00:24.5685720Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/term.h 2025-07-24T04:00:24.5686500Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursslk.h 2025-07-24T04:00:24.5687030Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/panel.h 2025-07-24T04:00:24.5687710Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/ncurses.h 2025-07-24T04:00:24.5688150Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/tic.h 2025-07-24T04:00:24.5688760Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/eti.h 2025-07-24T04:00:24.5689460Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/ncurses_dll.h 2025-07-24T04:00:24.5690120Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/term_entry.h 2025-07-24T04:00:24.5690820Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/menu.h 2025-07-24T04:00:24.5691340Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/cursesm.h 2025-07-24T04:00:24.5691940Z /opt/homebrew/Caskroom/miniconda/base/include/ncursesw/curses.h 2025-07-24T04:00:24.5692580Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pystats.h 2025-07-24T04:00:24.5693470Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/intrcheck.h 2025-07-24T04:00:24.5693940Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/sliceobject.h 2025-07-24T04:00:24.5694650Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/bltinmodule.h 2025-07-24T04:00:24.5695330Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/tupleobject.h 2025-07-24T04:00:24.5696010Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/marshal.h 2025-07-24T04:00:24.5696620Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/py_curses.h 2025-07-24T04:00:24.5697380Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/errcode.h 2025-07-24T04:00:24.5697960Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/iterobject.h 2025-07-24T04:00:24.5698630Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/rangeobject.h 2025-07-24T04:00:24.5703720Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pystrtod.h 2025-07-24T04:00:24.5704080Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/warnings.h 2025-07-24T04:00:24.5704430Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/opcode_ids.h 2025-07-24T04:00:24.5704770Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pyhash.h 2025-07-24T04:00:24.5705110Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pycapsule.h 2025-07-24T04:00:24.5705460Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pyerrors.h 2025-07-24T04:00:24.5705810Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/fileutils.h 2025-07-24T04:00:24.5706160Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/dictobject.h 2025-07-24T04:00:24.5706500Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/ceval.h 2025-07-24T04:00:24.5706830Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pystate.h 2025-07-24T04:00:24.5707180Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/floatobject.h 2025-07-24T04:00:24.5707530Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/exports.h 2025-07-24T04:00:24.5707890Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/structmember.h 2025-07-24T04:00:24.5708250Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/monitoring.h 2025-07-24T04:00:24.5708850Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/lock.h 2025-07-24T04:00:24.5709540Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/patchlevel.h 2025-07-24T04:00:24.5710220Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/frameobject.h 2025-07-24T04:00:24.5710890Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/abstract.h 2025-07-24T04:00:24.5711690Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/modsupport.h 2025-07-24T04:00:24.5712260Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/pylifecycle.h 2025-07-24T04:00:24.5713120Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_stackref.h 2025-07-24T04:00:24.5713890Z /opt/homebrew/Caskroom/miniconda/base/include/python3.13/internal/pycore_pyerrors.h 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/opt/homebrew/Caskroom/miniconda/base/pkgs/cryptography-45.0.3-py313h47897c2_0/lib/python3.13/site-packages/cryptography-45.0.3.dist-info/RECORD 2025-07-24T04:00:26.4476080Z /opt/homebrew/Caskroom/miniconda/base/pkgs/cryptography-45.0.3-py313h47897c2_0/lib/python3.13/site-packages/cryptography-45.0.3.dist-info/licenses/LICENSE 2025-07-24T04:00:26.4477800Z /opt/homebrew/Caskroom/miniconda/base/pkgs/cryptography-45.0.3-py313h47897c2_0/lib/python3.13/site-packages/cryptography-45.0.3.dist-info/licenses/LICENSE.APACHE 2025-07-24T04:00:26.4479550Z /opt/homebrew/Caskroom/miniconda/base/pkgs/cryptography-45.0.3-py313h47897c2_0/lib/python3.13/site-packages/cryptography-45.0.3.dist-info/licenses/LICENSE.BSD 2025-07-24T04:00:26.4481100Z /opt/homebrew/Caskroom/miniconda/base/pkgs/cryptography-45.0.3-py313h47897c2_0/lib/python3.13/site-packages/cryptography-45.0.3.dist-info/direct_url.json 2025-07-24T04:00:26.4482620Z /opt/homebrew/Caskroom/miniconda/base/pkgs/cryptography-45.0.3-py313h47897c2_0/lib/python3.13/site-packages/cryptography-45.0.3.dist-info/WHEEL 2025-07-24T04:00:26.4484360Z /opt/homebrew/Caskroom/miniconda/base/pkgs/cryptography-45.0.3-py313h47897c2_0/lib/python3.13/site-packages/cryptography-45.0.3.dist-info/REQUESTED 2025-07-24T04:00:26.4486110Z /opt/homebrew/Caskroom/miniconda/base/pkgs/cryptography-45.0.3-py313h47897c2_0/lib/python3.13/site-packages/cryptography-45.0.3.dist-info/INSTALLER 2025-07-24T04:00:26.4487740Z /opt/homebrew/Caskroom/miniconda/base/pkgs/cryptography-45.0.3-py313h47897c2_0/lib/python3.13/site-packages/cryptography-45.0.3.dist-info/METADATA 2025-07-24T04:00:26.4488440Z /opt/homebrew/Caskroom/miniconda/base/pkgs/pcre2-10.42-hb066dcc_1.conda 2025-07-24T04:00:26.4489700Z /opt/homebrew/Caskroom/miniconda/base/pkgs/libmamba-2.0.5-h15e39b3_1/bin/mamba-package 2025-07-24T04:00:26.4491160Z 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2025-07-24T04:00:27.5486320Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Recife 2025-07-24T04:00:27.5486900Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Resolute 2025-07-24T04:00:27.5487730Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Manaus 2025-07-24T04:00:27.5488360Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/New_York 2025-07-24T04:00:27.5489030Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Rankin_Inlet 2025-07-24T04:00:27.5489920Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Lima 2025-07-24T04:00:27.5490410Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/St_Barthelemy 2025-07-24T04:00:27.5491140Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Santo_Domingo 2025-07-24T04:00:27.5491740Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Detroit 2025-07-24T04:00:27.5492450Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Paramaribo 2025-07-24T04:00:27.5493090Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Yakutat 2025-07-24T04:00:27.5493750Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Santarem 2025-07-24T04:00:27.5494490Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Punta_Arenas 2025-07-24T04:00:27.5495180Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Scoresbysund 2025-07-24T04:00:27.5496100Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Santiago 2025-07-24T04:00:27.5496560Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Guyana 2025-07-24T04:00:27.5497310Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Coral_Harbour 2025-07-24T04:00:27.5497940Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Rio_Branco 2025-07-24T04:00:27.5498640Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Porto_Acre 2025-07-24T04:00:27.5499360Z 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2025-07-24T04:00:27.5506360Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Rosario 2025-07-24T04:00:27.5507020Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Chicago 2025-07-24T04:00:27.5507670Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Creston 2025-07-24T04:00:27.5508680Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Managua 2025-07-24T04:00:27.5509110Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Nassau 2025-07-24T04:00:27.5509900Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Bogota 2025-07-24T04:00:27.5510390Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Cancun 2025-07-24T04:00:27.5511040Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Chihuahua 2025-07-24T04:00:27.5511800Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Campo_Grande 2025-07-24T04:00:27.5512390Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Halifax 2025-07-24T04:00:27.5513030Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Boise 2025-07-24T04:00:27.5514150Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Montreal 2025-07-24T04:00:27.5514600Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Goose_Bay 2025-07-24T04:00:27.5515280Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Sao_Paulo 2025-07-24T04:00:27.5515930Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Blanc-Sablon 2025-07-24T04:00:27.5516630Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Phoenix 2025-07-24T04:00:27.5517240Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Atikokan 2025-07-24T04:00:27.5517910Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Cayenne 2025-07-24T04:00:27.5518530Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Nuuk 2025-07-24T04:00:27.5519250Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Santa_Isabel 2025-07-24T04:00:27.5519960Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Boa_Vista 2025-07-24T04:00:27.5520790Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Bahia_Banderas 2025-07-24T04:00:27.5521440Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Vevay 2025-07-24T04:00:27.5522380Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Indianapolis 2025-07-24T04:00:27.5523150Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Winamac 2025-07-24T04:00:27.5524130Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Tell_City 2025-07-24T04:00:27.5525080Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Petersburg 2025-07-24T04:00:27.5526050Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Vincennes 2025-07-24T04:00:27.5526910Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Knox 2025-07-24T04:00:27.5527780Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indiana/Marengo 2025-07-24T04:00:27.5528710Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Indianapolis 2025-07-24T04:00:27.5529700Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Dominica 2025-07-24T04:00:27.5530600Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Salta 2025-07-24T04:00:27.5531580Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Ushuaia 2025-07-24T04:00:27.5532640Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Catamarca 2025-07-24T04:00:27.5533660Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/ComodRivadavia 2025-07-24T04:00:27.5534780Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/San_Juan 2025-07-24T04:00:27.5535740Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/San_Luis 2025-07-24T04:00:27.5536740Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Rio_Gallegos 2025-07-24T04:00:27.5537710Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Jujuy 2025-07-24T04:00:27.5538740Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Tucuman 2025-07-24T04:00:27.5539870Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Buenos_Aires 2025-07-24T04:00:27.5540870Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Cordoba 2025-07-24T04:00:27.5542240Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/La_Rioja 2025-07-24T04:00:27.5543070Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Argentina/Mendoza 2025-07-24T04:00:27.5543820Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/La_Paz 2025-07-24T04:00:27.5545040Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Dawson 2025-07-24T04:00:27.5545750Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Moncton 2025-07-24T04:00:27.5546630Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Matamoros 2025-07-24T04:00:27.5547670Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/St_Vincent 2025-07-24T04:00:27.5548560Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Regina 2025-07-24T04:00:27.5549430Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Yellowknife 2025-07-24T04:00:27.5550300Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Rainy_River 2025-07-24T04:00:27.5551160Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Kralendijk 2025-07-24T04:00:27.5552010Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Monterrey 2025-07-24T04:00:27.5552880Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Jamaica 2025-07-24T04:00:27.5553710Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Havana 2025-07-24T04:00:27.5554710Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Tegucigalpa 2025-07-24T04:00:27.5555530Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Guayaquil 2025-07-24T04:00:27.5556360Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Metlakatla 2025-07-24T04:00:27.5557210Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Mazatlan 2025-07-24T04:00:27.5558140Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Belize 2025-07-24T04:00:27.5558990Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Knox_IN 2025-07-24T04:00:27.5560000Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Cuiaba 2025-07-24T04:00:27.5560760Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Merida 2025-07-24T04:00:27.5561540Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Jujuy 2025-07-24T04:00:27.5562430Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Cayman 2025-07-24T04:00:27.5563160Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Belem 2025-07-24T04:00:27.5564050Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Eirunepe 2025-07-24T04:00:27.5564910Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/St_Lucia 2025-07-24T04:00:27.5565770Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Bahia 2025-07-24T04:00:27.5566600Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Whitehorse 2025-07-24T04:00:27.5567420Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Tortola 2025-07-24T04:00:27.5568370Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Vancouver 2025-07-24T04:00:27.5569200Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Inuvik 2025-07-24T04:00:27.5570030Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Port-au-Prince 2025-07-24T04:00:27.5570850Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Fortaleza 2025-07-24T04:00:27.5571760Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Noronha 2025-07-24T04:00:27.5572770Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Buenos_Aires 2025-07-24T04:00:27.5573640Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Los_Angeles 2025-07-24T04:00:27.5574590Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/El_Salvador 2025-07-24T04:00:27.5575360Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Denver 2025-07-24T04:00:27.5576400Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Fort_Wayne 2025-07-24T04:00:27.5577410Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Kentucky/Louisville 2025-07-24T04:00:27.5578410Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Kentucky/Monticello 2025-07-24T04:00:27.5579490Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/North_Dakota/New_Salem 2025-07-24T04:00:27.5580440Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/North_Dakota/Center 2025-07-24T04:00:27.5581690Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/North_Dakota/Beulah 2025-07-24T04:00:27.5582530Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Glace_Bay 2025-07-24T04:00:27.5583610Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Montserrat 2025-07-24T04:00:27.5584460Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Toronto 2025-07-24T04:00:27.5585380Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Panama 2025-07-24T04:00:27.5586310Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Cordoba 2025-07-24T04:00:27.5587210Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Louisville 2025-07-24T04:00:27.5588080Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Ensenada 2025-07-24T04:00:27.5589020Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Shiprock 2025-07-24T04:00:27.5589890Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Ojinaga 2025-07-24T04:00:27.5590640Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Thule 2025-07-24T04:00:27.5591410Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Caracas 2025-07-24T04:00:27.5592290Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Araguaina 2025-07-24T04:00:27.5593080Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Cambridge_Bay 2025-07-24T04:00:27.5593990Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Winnipeg 2025-07-24T04:00:27.5594910Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Grand_Turk 2025-07-24T04:00:27.5595830Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Virgin 2025-07-24T04:00:27.5596610Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Anchorage 2025-07-24T04:00:27.5597570Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Costa_Rica 2025-07-24T04:00:27.5598370Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Nome 2025-07-24T04:00:27.5599230Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Grenada 2025-07-24T04:00:27.5600080Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/St_Johns 2025-07-24T04:00:27.5600850Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Atka 2025-07-24T04:00:27.5601860Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Asuncion 2025-07-24T04:00:27.5602750Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Hermosillo 2025-07-24T04:00:27.5603560Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Tijuana 2025-07-24T04:00:27.5604430Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Marigot 2025-07-24T04:00:27.5605190Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Juneau 2025-07-24T04:00:27.5606070Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Montevideo 2025-07-24T04:00:27.5606900Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Godthab 2025-07-24T04:00:27.5608050Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Guadeloupe 2025-07-24T04:00:27.5608670Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Maceio 2025-07-24T04:00:27.5609470Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Pangnirtung 2025-07-24T04:00:27.5610430Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/St_Kitts 2025-07-24T04:00:27.5611280Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Barbados 2025-07-24T04:00:27.5612210Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Iqaluit 2025-07-24T04:00:27.5613010Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Menominee 2025-07-24T04:00:27.5613910Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Martinique 2025-07-24T04:00:27.5614830Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Mexico_City 2025-07-24T04:00:27.5615680Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Swift_Current 2025-07-24T04:00:27.5616530Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Miquelon 2025-07-24T04:00:27.5617330Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Curacao 2025-07-24T04:00:27.5618320Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Dawson_Creek 2025-07-24T04:00:27.5619190Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Mendoza 2025-07-24T04:00:27.5619970Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Adak 2025-07-24T04:00:27.5620830Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Coyhaique 2025-07-24T04:00:27.5621590Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Thunder_Bay 2025-07-24T04:00:27.5622390Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Aruba 2025-07-24T04:00:27.5623330Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Fort_Nelson 2025-07-24T04:00:27.5624200Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Sitka 2025-07-24T04:00:27.5625160Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Anguilla 2025-07-24T04:00:27.5626130Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/America/Danmarkshavn 2025-07-24T04:00:27.5626950Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Melbourne 2025-07-24T04:00:27.5627930Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Queensland 2025-07-24T04:00:27.5628720Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/North 2025-07-24T04:00:27.5629620Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Lord_Howe 2025-07-24T04:00:27.5630520Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Adelaide 2025-07-24T04:00:27.5631500Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Yancowinna 2025-07-24T04:00:27.5632540Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Victoria 2025-07-24T04:00:27.5633440Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Canberra 2025-07-24T04:00:27.5634220Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Sydney 2025-07-24T04:00:27.5634900Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/ACT 2025-07-24T04:00:27.5635710Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Eucla 2025-07-24T04:00:27.5636270Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Brisbane 2025-07-24T04:00:27.5637080Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Tasmania 2025-07-24T04:00:27.5637680Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Hobart 2025-07-24T04:00:27.5638520Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Perth 2025-07-24T04:00:27.5639040Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/South 2025-07-24T04:00:27.5639860Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Lindeman 2025-07-24T04:00:27.5640430Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Darwin 2025-07-24T04:00:27.5641070Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/West 2025-07-24T04:00:27.5641710Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/LHI 2025-07-24T04:00:27.5642360Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/NSW 2025-07-24T04:00:27.5643090Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Broken_Hill 2025-07-24T04:00:27.5643740Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Australia/Currie 2025-07-24T04:00:27.5644350Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-10 2025-07-24T04:00:27.5644950Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+12 2025-07-24T04:00:27.5645670Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-11 2025-07-24T04:00:27.5646520Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/Universal 2025-07-24T04:00:27.5646990Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/Greenwich 2025-07-24T04:00:27.5647560Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-6 2025-07-24T04:00:27.5648210Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-1 2025-07-24T04:00:27.5648830Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-8 2025-07-24T04:00:27.5649400Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+4 2025-07-24T04:00:27.5650030Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+3 2025-07-24T04:00:27.5650620Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-9 2025-07-24T04:00:27.5651220Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-0 2025-07-24T04:00:27.5651970Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-7 2025-07-24T04:00:27.5652770Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+2 2025-07-24T04:00:27.5653180Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+5 2025-07-24T04:00:27.5653760Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT 2025-07-24T04:00:27.5654350Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/Zulu 2025-07-24T04:00:27.5655040Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+11 2025-07-24T04:00:27.5655570Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-13 2025-07-24T04:00:27.5656190Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-14 2025-07-24T04:00:27.5656790Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+10 2025-07-24T04:00:27.5657420Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-12 2025-07-24T04:00:27.5658050Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT0 2025-07-24T04:00:27.5658600Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/UCT 2025-07-24T04:00:27.5659200Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+0 2025-07-24T04:00:27.5659820Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+7 2025-07-24T04:00:27.5660410Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+9 2025-07-24T04:00:27.5661020Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-2 2025-07-24T04:00:27.5661620Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-5 2025-07-24T04:00:27.5662230Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+8 2025-07-24T04:00:27.5662820Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+6 2025-07-24T04:00:27.5663420Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT+1 2025-07-24T04:00:27.5664370Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/UTC 2025-07-24T04:00:27.5664800Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-4 2025-07-24T04:00:27.5665430Z /opt/homebrew/Caskroom/miniconda/base/share/zoneinfo/Etc/GMT-3 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2025-07-24T04:00:27.7274040Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dg+ccc 2025-07-24T04:00:27.7274740Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dw4 2025-07-24T04:00:27.7275600Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dwk-vt 2025-07-24T04:00:27.7276330Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/d460-dg 2025-07-24T04:00:27.7277250Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/darwin-90x30-m 2025-07-24T04:00:27.7278100Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dgunix+fixed 2025-07-24T04:00:27.7278900Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dialogue 2025-07-24T04:00:27.7279580Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/d555-dg 2025-07-24T04:00:27.7280360Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dg450 2025-07-24T04:00:27.7281120Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/d555 2025-07-24T04:00:27.7281910Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/d470-dg 2025-07-24T04:00:27.7282720Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dm3045 2025-07-24T04:00:27.7283620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dm1520 2025-07-24T04:00:27.7284390Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/decwriter 2025-07-24T04:00:27.7285340Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/darwin-100x37 2025-07-24T04:00:27.7286170Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/darwin-80x30 2025-07-24T04:00:27.7286960Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/d460-w 2025-07-24T04:00:27.7287880Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dm2500 2025-07-24T04:00:27.7288430Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/d412-unix 2025-07-24T04:00:27.7289240Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/d215-7b 2025-07-24T04:00:27.7290000Z 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/opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dg605x 2025-07-24T04:00:27.7299220Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/darwin-200x75-m 2025-07-24T04:00:27.7299960Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dgmode+color 2025-07-24T04:00:27.7300640Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/d2-dg 2025-07-24T04:00:27.7301470Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/d411-dg 2025-07-24T04:00:27.7302100Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dmd1 2025-07-24T04:00:27.7303170Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dm1521 2025-07-24T04:00:27.7304130Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/d430-unix-25-ccc 2025-07-24T04:00:27.7304750Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dwk 2025-07-24T04:00:27.7305580Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/64/dg6053 2025-07-24T04:00:27.7306470Z 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/opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty-m1 2025-07-24T04:00:27.7589330Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty+fnkeys 2025-07-24T04:00:27.7590020Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty-256color 2025-07-24T04:00:27.7590700Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/psterm-90x28 2025-07-24T04:00:27.7591390Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcansi-mono 2025-07-24T04:00:27.7591990Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pt250 2025-07-24T04:00:27.7592620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pe6100 2025-07-24T04:00:27.7593310Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/prism12-m-w 2025-07-24T04:00:27.7593910Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcz19 2025-07-24T04:00:27.7594570Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/prism9-8 2025-07-24T04:00:27.7595190Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/psterm 2025-07-24T04:00:27.7595980Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty+fnkeys+vt100 2025-07-24T04:00:27.7596570Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p12-m 2025-07-24T04:00:27.7597150Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p7 2025-07-24T04:00:27.7597810Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcvt43 2025-07-24T04:00:27.7598410Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p9 2025-07-24T04:00:27.7599100Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/prism12-w 2025-07-24T04:00:27.7599720Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcvt40w 2025-07-24T04:00:27.7600340Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcvt28 2025-07-24T04:00:27.7600960Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pe1100 2025-07-24T04:00:27.7601640Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pc-coherent 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/opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pe6312 2025-07-24T04:00:27.7609210Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty-sco 2025-07-24T04:00:27.7609960Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty+fnkeys+esc 2025-07-24T04:00:27.7610500Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p9-w 2025-07-24T04:00:27.7611110Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pc3r 2025-07-24T04:00:27.7611730Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/prism12 2025-07-24T04:00:27.7612350Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pe7000m 2025-07-24T04:00:27.7613000Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty-m1b 2025-07-24T04:00:27.7613610Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcansi 2025-07-24T04:00:27.7614230Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pe7000c 2025-07-24T04:00:27.7614930Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcvt25-color 2025-07-24T04:00:27.7615540Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pcansi43 2025-07-24T04:00:27.7616110Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p14 2025-07-24T04:00:27.7616780Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p14-m-w 2025-07-24T04:00:27.7617370Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/prism14 2025-07-24T04:00:27.7618050Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty-noapp 2025-07-24T04:00:27.7618660Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pilot 2025-07-24T04:00:27.7619240Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/p12 2025-07-24T04:00:27.7619940Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/pccon+colors 2025-07-24T04:00:27.7620690Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/70/putty+fnkeys+linux 2025-07-24T04:00:27.7621340Z 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/opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xtermm 2025-07-24T04:00:27.7788860Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-xi 2025-07-24T04:00:27.7789530Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pcc0 2025-07-24T04:00:27.7790190Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-f 2025-07-24T04:00:27.7790890Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-x11hilite 2025-07-24T04:00:27.7791500Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xtermc 2025-07-24T04:00:27.7792210Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-80x25-m 2025-07-24T04:00:27.7792870Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pcf2 2025-07-24T04:00:27.7793540Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+keypad 2025-07-24T04:00:27.7794140Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm 2025-07-24T04:00:27.7794830Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-128x40 2025-07-24T04:00:27.7795490Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+noapp 2025-07-24T04:00:27.7796110Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc+b 2025-07-24T04:00:27.7796790Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-basic 2025-07-24T04:00:27.7797430Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+meta 2025-07-24T04:00:27.7798140Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+x11mouse 2025-07-24T04:00:27.7798770Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-f2 2025-07-24T04:00:27.7799360Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/x820 2025-07-24T04:00:27.7800030Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+pcc1 2025-07-24T04:00:27.7804040Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-r6 2025-07-24T04:00:27.7804290Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/x1720 2025-07-24T04:00:27.7804440Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm.js 2025-07-24T04:00:27.7804590Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-88color 2025-07-24T04:00:27.7804720Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+tmux2 2025-07-24T04:00:27.7804870Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xnuppc-144x48-m 2025-07-24T04:00:27.7805490Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-direct2 2025-07-24T04:00:27.7805620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-utf8 2025-07-24T04:00:27.7805970Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm+x11hilite 2025-07-24T04:00:27.7806620Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xterm-direct16 2025-07-24T04:00:27.7807180Z /opt/homebrew/Caskroom/miniconda/base/share/terminfo/78/xdku 2025-07-24T04:00:27.7808010Z 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/opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_substring_copy_bynumber.html 2025-07-24T04:00:27.7992850Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_jit_compile.html 2025-07-24T04:00:27.7993710Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_serialize_decode.html 2025-07-24T04:00:27.7994570Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_match_context_copy.html 2025-07-24T04:00:27.7995300Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_compile.html 2025-07-24T04:00:27.7996150Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_jit_stack_free.html 2025-07-24T04:00:27.7996870Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2limits.html 2025-07-24T04:00:27.7997620Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2-config.html 2025-07-24T04:00:27.7998420Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_substitute.html 2025-07-24T04:00:27.7999140Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_match.html 2025-07-24T04:00:27.8000140Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_set_compile_extra_options.html 2025-07-24T04:00:27.8000940Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_serialize_free.html 2025-07-24T04:00:27.8001870Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_substring_get_bynumber.html 2025-07-24T04:00:27.8002630Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_set_callout.html 2025-07-24T04:00:27.8003580Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_substring_copy_byname.html 2025-07-24T04:00:27.8004420Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_substring_list_get.html 2025-07-24T04:00:27.8005330Z /opt/homebrew/Caskroom/miniconda/base/share/doc/pcre2/html/pcre2_match_context_create.html 2025-07-24T04:00:27.8005900Z /opt/homebrew/Caskroom/miniconda/base/share/doc/iconvctl.3.html 2025-07-24T04:00:27.8006600Z /opt/homebrew/Caskroom/miniconda/base/share/doc/iconv_open_into.3.html 2025-07-24T04:00:27.8007260Z /opt/homebrew/Caskroom/miniconda/base/share/doc/iconv_open.3.html 2025-07-24T04:00:27.8007830Z /opt/homebrew/Caskroom/miniconda/base/share/doc/iconv.1.html 2025-07-24T04:00:27.8008360Z /opt/homebrew/Caskroom/miniconda/base/share/et/et_c.awk 2025-07-24T04:00:27.8008900Z /opt/homebrew/Caskroom/miniconda/base/share/et/et_h.awk 2025-07-24T04:00:27.8009550Z /opt/homebrew/Caskroom/miniconda/base/share/icu/73.1/install-sh 2025-07-24T04:00:27.8010140Z /opt/homebrew/Caskroom/miniconda/base/share/icu/73.1/LICENSE 2025-07-24T04:00:27.8010850Z /opt/homebrew/Caskroom/miniconda/base/share/icu/73.1/config/mh-darwin 2025-07-24T04:00:27.8011520Z /opt/homebrew/Caskroom/miniconda/base/share/icu/73.1/mkinstalldirs 2025-07-24T04:00:28.8690350Z ==> Uninstalling Cask miniconda 2025-07-24T04:00:28.8690640Z ==> Removing files: 2025-07-24T04:00:28.8690850Z /opt/homebrew/Caskroom/miniconda/base 2025-07-24T04:00:30.8062510Z ==> Unlinking Binary '/opt/homebrew/bin/conda' 2025-07-24T04:00:30.8068370Z ==> Purging files for version py313_25.5.1-1 of Cask miniconda 2025-07-24T04:00:30.8746860Z ##[group]Run for dir in ~/.local/lib/python3.*/site-packages; do 2025-07-24T04:00:30.8747170Z for dir in ~/.local/lib/python3.*/site-packages; do 2025-07-24T04:00:30.8747400Z  echo "Cleaning up ${dir}" 2025-07-24T04:00:30.8747580Z  rm -rf "${dir}" 2025-07-24T04:00:30.8747720Z done 2025-07-24T04:00:30.8759690Z shell: /bin/bash -e -l {0} 2025-07-24T04:00:30.8759840Z env: 2025-07-24T04:00:30.8759960Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:30.8760120Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:30.8760280Z TEST_CONFIG: default 2025-07-24T04:00:30.8760410Z SHARD_NUMBER: 1 2025-07-24T04:00:30.8760530Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:30.8760650Z PR_BODY: 2025-07-24T04:00:30.8760780Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:00:30.8760930Z ##[endgroup] 2025-07-24T04:00:31.7490430Z Cleaning up /Users/ec2-user/.local/lib/python3.*/site-packages 2025-07-24T04:00:31.7566550Z ##[group]Run pytorch/test-infra/.github/actions/check-disk-space@main 2025-07-24T04:00:31.7566810Z with: 2025-07-24T04:00:31.7566950Z minimum-available-space-in-gb: 6 2025-07-24T04:00:31.7567120Z env: 2025-07-24T04:00:31.7567250Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:31.7567430Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:31.7567610Z TEST_CONFIG: default 2025-07-24T04:00:31.7567750Z SHARD_NUMBER: 1 2025-07-24T04:00:31.7567880Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:31.7568030Z PR_BODY: 2025-07-24T04:00:31.7568170Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:00:31.7568330Z ##[endgroup] 2025-07-24T04:00:31.7613320Z ##[group]Run echo "Print the available disk space for manual inspection" 2025-07-24T04:00:31.7613700Z echo "Print the available disk space for manual inspection" 2025-07-24T04:00:31.7613950Z df -h 2025-07-24T04:00:31.7614110Z  2025-07-24T04:00:31.7614250Z function check_disk_space() { 2025-07-24T04:00:31.7614450Z  set +e 2025-07-24T04:00:31.7614580Z  2025-07-24T04:00:31.7614750Z  # Set the minimum requirement space to 6GB 2025-07-24T04:00:31.7615060Z  MINIMUM_AVAILABLE_SPACE_IN_KB=$(($MINIMUM_AVAILABLE_SPACE_IN_GB * 1024 * 1024)) 2025-07-24T04:00:31.7615340Z  2025-07-24T04:00:31.7615520Z  # Use KB to avoid floating point warning like 3.1GB 2025-07-24T04:00:31.7615780Z  df -k | tr -s ' ' | cut -d' ' -f 4,9 | while read -r LINE; 2025-07-24T04:00:31.7615990Z  do 2025-07-24T04:00:31.7616140Z  AVAIL=$(echo $LINE | cut -f1 -d' ') 2025-07-24T04:00:31.7616370Z  MOUNT=$(echo $LINE | cut -f2 -d' ') 2025-07-24T04:00:31.7616550Z  2025-07-24T04:00:31.7616690Z  if [ "${MOUNT}" = "/" ]; then 2025-07-24T04:00:31.7617000Z  if [ "${AVAIL}" -lt "${MINIMUM_AVAILABLE_SPACE_IN_KB}" ]; then 2025-07-24T04:00:31.7617520Z  echo "Failure: There is only ${AVAIL}KB free space left in ${MOUNT}, which is less than the minimum requirement of ${MINIMUM_AVAILABLE_SPACE_IN_KB}KB for ${RUNNER_OS}" 2025-07-24T04:00:31.7617970Z  else 2025-07-24T04:00:31.7618260Z  echo "Success: There is ${AVAIL}KB free space left in ${MOUNT} for ${RUNNER_OS}, continue" 2025-07-24T04:00:31.7618590Z  fi 2025-07-24T04:00:31.7618720Z  fi 2025-07-24T04:00:31.7618850Z  done 2025-07-24T04:00:31.7618980Z  2025-07-24T04:00:31.7619100Z  set -e 2025-07-24T04:00:31.7619240Z } 2025-07-24T04:00:31.7619350Z  2025-07-24T04:00:31.7619480Z RESULT=$(check_disk_space) 2025-07-24T04:00:31.7619670Z echo "${RESULT}" 2025-07-24T04:00:31.7619810Z  2025-07-24T04:00:31.7619990Z if [[ "${RESULT}" == *Failure* && "${RUNNER_OS}" == "macOS" ]]; then 2025-07-24T04:00:31.7620530Z  # We can clean up /System/Library/Caches/com.apple.coresymbolicationd on MacOS to free up the space and this should free up enough space 2025-07-24T04:00:31.7621000Z  # https://github.com/pytorch/pytorch/issues/85440 2025-07-24T04:00:31.7621330Z  sudo rm "/System/Library/Caches/com.apple.coresymbolicationd/data" || true 2025-07-24T04:00:31.7621810Z  # Stop the daemon and launchctl will automatically start it again, thus accomplish a restart and free up the above file 2025-07-24T04:00:31.7622250Z  sudo launchctl stop com.apple.coresymbolicationd || true 2025-07-24T04:00:31.7622480Z  2025-07-24T04:00:31.7622630Z  # Clean up crash reports on the runner 2025-07-24T04:00:31.7622920Z  sudo rm -rf "/System/Volumes/Data/Library/Logs/CrashReporter" || true 2025-07-24T04:00:31.7623180Z  2025-07-24T04:00:31.7623350Z  # Also try to clean up torch.hub caching directory 2025-07-24T04:00:31.7623620Z  rm -rf "${HOME}/.cache/torch/hub" || true 2025-07-24T04:00:31.7624000Z  2025-07-24T04:00:31.7624140Z  # Purge conda 2025-07-24T04:00:31.7624300Z  conda clean -p -t -y || true 2025-07-24T04:00:31.7624500Z  # and pip cache 2025-07-24T04:00:31.7624680Z  pip cache purge || true 2025-07-24T04:00:31.7624840Z  2025-07-24T04:00:31.7625030Z  echo "Re-run disk space check for ${RUNNER_OS} after cleaning up" 2025-07-24T04:00:31.7625300Z  # Re-run the check 2025-07-24T04:00:31.7625460Z  RESULT=$(check_disk_space) 2025-07-24T04:00:31.7625640Z  echo "${RESULT}" 2025-07-24T04:00:31.7625790Z fi 2025-07-24T04:00:31.7625910Z  2025-07-24T04:00:31.7626040Z if [[ "${RESULT}" == *Failure* ]]; then 2025-07-24T04:00:31.7626250Z  df -h 2025-07-24T04:00:31.7626370Z  2025-07-24T04:00:31.7626790Z  echo "Please help create an issue to PyTorch Release Engineering via https://github.com/pytorch/test-infra/issues and provide the link to the workflow run." 2025-07-24T04:00:31.7627250Z  exit 1 2025-07-24T04:00:31.7627380Z fi 2025-07-24T04:00:31.7638840Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:00:31.7639050Z env: 2025-07-24T04:00:31.7639180Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:31.7639350Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:31.7639530Z TEST_CONFIG: default 2025-07-24T04:00:31.7639670Z SHARD_NUMBER: 1 2025-07-24T04:00:31.7639800Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:31.7639970Z PR_BODY: 2025-07-24T04:00:31.7640110Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:00:31.7640280Z MINIMUM_AVAILABLE_SPACE_IN_GB: 6 2025-07-24T04:00:31.7640470Z ##[endgroup] 2025-07-24T04:00:31.7828000Z Print the available disk space for manual inspection 2025-07-24T04:00:31.7841320Z Filesystem Size Used Avail Capacity iused ifree %iused Mounted on 2025-07-24T04:00:31.7841830Z /dev/disk5s2s1 256Gi 9.5Gi 174Gi 6% 404k 1.8G 0% / 2025-07-24T04:00:31.7842170Z devfs 217Ki 217Ki 0Bi 100% 752 0 100% /dev 2025-07-24T04:00:31.7842510Z /dev/disk5s5 256Gi 1.0Gi 174Gi 1% 1 1.8G 0% /System/Volumes/VM 2025-07-24T04:00:31.7842870Z /dev/disk5s3 256Gi 5.7Gi 174Gi 4% 1.0k 1.8G 0% /System/Volumes/Preboot 2025-07-24T04:00:31.7843250Z /dev/disk1s2 500Mi 6.0Mi 387Mi 2% 1 4.0M 0% /System/Volumes/xarts 2025-07-24T04:00:31.7843630Z /dev/disk1s1 500Mi 53Mi 387Mi 13% 61 4.0M 0% /System/Volumes/iSCPreboot 2025-07-24T04:00:31.7844010Z /dev/disk1s3 500Mi 872Ki 387Mi 1% 51 4.0M 0% /System/Volumes/Hardware 2025-07-24T04:00:31.7844370Z /dev/disk5s1 256Gi 65Gi 174Gi 28% 2.7M 1.8G 0% /System/Volumes/Data 2025-07-24T04:00:31.7844750Z map auto_home 0Bi 0Bi 0Bi 100% 0 0 - /System/Volumes/Data/home 2025-07-24T04:00:31.7845200Z /dev/disk3s4 228Gi 120Ki 210Gi 1% 18 2.2G 0% /private/tmp/tmp-mount-dYoGYX 2025-07-24T04:00:31.8222640Z Success: There is 182269968KB free space left in / for macOS, continue 2025-07-24T04:00:31.8294710Z ##[group]Run pytorch/pytorch/.github/actions/checkout-pytorch@main 2025-07-24T04:00:31.8294960Z with: 2025-07-24T04:00:31.8295090Z submodules: recursive 2025-07-24T04:00:31.8295240Z fetch-depth: 0 2025-07-24T04:00:31.8295370Z env: 2025-07-24T04:00:31.8295490Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:31.8295670Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:31.8295850Z TEST_CONFIG: default 2025-07-24T04:00:31.8295990Z SHARD_NUMBER: 1 2025-07-24T04:00:31.8296140Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:31.8296270Z PR_BODY: 2025-07-24T04:00:31.8296400Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:00:31.8296550Z ##[endgroup] 2025-07-24T04:00:31.8318000Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-07-24T04:00:31.8318550Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-07-24T04:00:31.8330240Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:00:31.8330450Z env: 2025-07-24T04:00:31.8330560Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:31.8330710Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:31.8330870Z TEST_CONFIG: default 2025-07-24T04:00:31.8331010Z SHARD_NUMBER: 1 2025-07-24T04:00:31.8331140Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:31.8331260Z PR_BODY: 2025-07-24T04:00:31.8331380Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:00:31.8331540Z ##[endgroup] 2025-07-24T04:00:31.8571250Z ##[group]Run # Use all available CPUs for fetching 2025-07-24T04:00:31.8571550Z # Use all available CPUs for fetching 2025-07-24T04:00:31.8571750Z cd "${GITHUB_WORKSPACE}" 2025-07-24T04:00:31.8571990Z git config --global fetch.parallel 0 2025-07-24T04:00:31.8572230Z git config --global submodule.fetchJobs 0 2025-07-24T04:00:31.8572420Z  2025-07-24T04:00:31.8572680Z # Clean workspace. The default checkout action should also do this, but 2025-07-24T04:00:31.8572960Z # do it here as well just in case 2025-07-24T04:00:31.8573150Z if [[ -d .git ]]; then 2025-07-24T04:00:31.8573340Z  if [ -z "${NO_SUDO}" ]; then 2025-07-24T04:00:31.8573530Z  sudo git clean -ffdx 2025-07-24T04:00:31.8573700Z  else 2025-07-24T04:00:31.8573830Z  git clean -ffdx 2025-07-24T04:00:31.8574000Z  fi 2025-07-24T04:00:31.8574120Z fi 2025-07-24T04:00:31.8585010Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:00:31.8585220Z env: 2025-07-24T04:00:31.8585360Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:31.8585530Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:31.8585770Z TEST_CONFIG: default 2025-07-24T04:00:31.8585910Z SHARD_NUMBER: 1 2025-07-24T04:00:31.8586060Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:31.8586200Z PR_BODY: 2025-07-24T04:00:31.8586330Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:00:31.8586500Z NO_SUDO: 2025-07-24T04:00:31.8586620Z ##[endgroup] 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PR_BODY: 2025-07-24T04:00:34.3048960Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:00:34.3049100Z ##[endgroup] 2025-07-24T04:00:34.3913440Z Syncing repository: pytorch/pytorch 2025-07-24T04:00:34.3914390Z ##[group]Getting Git version info 2025-07-24T04:00:34.3914670Z Working directory is '/Users/ec2-user/runner/_work/pytorch/pytorch' 2025-07-24T04:00:34.3915070Z [command]/usr/bin/git version 2025-07-24T04:00:34.3951660Z git version 2.39.3 (Apple Git-146) 2025-07-24T04:00:34.3965600Z ##[endgroup] 2025-07-24T04:00:34.3970870Z Copying '/Users/ec2-user/.gitconfig' to '/Users/ec2-user/runner/_work/_temp/615d37fc-d82d-4bf6-bde6-51abcd59061c/.gitconfig' 2025-07-24T04:00:34.3976820Z Temporarily overriding HOME='/Users/ec2-user/runner/_work/_temp/615d37fc-d82d-4bf6-bde6-51abcd59061c' before making global git config changes 2025-07-24T04:00:34.3977430Z Adding repository directory to the temporary git global config as a safe directory 2025-07-24T04:00:34.3983840Z [command]/usr/bin/git config 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Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-07-24T04:00:38.9746330Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-07-24T04:00:38.9785000Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/fmt' 2025-07-24T04:00:38.9822390Z Synchronizing submodule url for 'third_party/kineto/libkineto/third_party/googletest' 2025-07-24T04:00:38.9860810Z Synchronizing submodule url for 'third_party/kleidiai' 2025-07-24T04:00:38.9899020Z Synchronizing submodule url for 'third_party/mimalloc' 2025-07-24T04:00:38.9936450Z Synchronizing submodule url for 'third_party/nlohmann' 2025-07-24T04:00:38.9974140Z Synchronizing submodule url for 'third_party/onnx' 2025-07-24T04:00:39.0015380Z Synchronizing submodule url for 'third_party/onnx/third_party/pybind11' 2025-07-24T04:00:39.0056780Z Synchronizing submodule url for 'third_party/opentelemetry-cpp' 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Synchronizing submodule url for 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-07-24T04:00:39.0425140Z Synchronizing submodule url for 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-07-24T04:00:39.0472710Z Synchronizing submodule url for 'third_party/pocketfft' 2025-07-24T04:00:39.0511520Z Synchronizing submodule url for 'third_party/protobuf' 2025-07-24T04:00:39.0546660Z Synchronizing submodule url for 'third_party/protobuf/third_party/benchmark' 2025-07-24T04:00:39.0582970Z Synchronizing submodule url for 'third_party/protobuf/third_party/googletest' 2025-07-24T04:00:39.0622320Z Synchronizing submodule url for 'third_party/psimd' 2025-07-24T04:00:39.0659750Z Synchronizing submodule url for 'third_party/pthreadpool' 2025-07-24T04:00:39.0696970Z Synchronizing submodule url for 'third_party/pybind11' 2025-07-24T04:00:39.0734140Z Synchronizing submodule url for 'third_party/python-peachpy' 2025-07-24T04:00:39.0771500Z Synchronizing submodule url for 'third_party/sleef' 2025-07-24T04:00:39.0809030Z Synchronizing submodule url for 'third_party/tensorpipe' 2025-07-24T04:00:39.0843990Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/googletest' 2025-07-24T04:00:39.0880780Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/libnop' 2025-07-24T04:00:39.0916860Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/libuv' 2025-07-24T04:00:39.0952960Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/pybind11' 2025-07-24T04:00:39.0987700Z Synchronizing submodule url for 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-07-24T04:00:39.1032020Z [command]/usr/bin/git -c protocol.version=2 submodule update --init --force --recursive 2025-07-24T04:00:39.1667910Z Submodule path 'android/libs/fbjni': checked out '7e1e1fe3858c63c251c637ae41a20de425dde96f' 2025-07-24T04:00:39.1829500Z Submodule path 'third_party/FP16': checked out '4dfe081cf6bcd15db339cf2680b9281b8451eeb3' 2025-07-24T04:00:39.1982690Z Submodule path 'third_party/FXdiv': checked out 'b408327ac2a15ec3e43352421954f5b1967701d1' 2025-07-24T04:00:39.2141140Z Submodule path 'third_party/NNPACK': checked out 'c07e3a0400713d546e0dea2d5466dd22ea389c73' 2025-07-24T04:00:39.2309340Z Submodule path 'third_party/NVTX': checked out '2942f167cc30c5e3a44a2aecd5b0d9c07ff61a07' 2025-07-24T04:00:39.2470260Z Submodule path 'third_party/VulkanMemoryAllocator': checked out '1d8f600fd424278486eade7ed3e877c99f0846b1' 2025-07-24T04:00:39.2773210Z Submodule path 'third_party/XNNPACK': checked out '51a0103656eff6fc9bfd39a4597923c4b542c883' 2025-07-24T04:00:39.2986020Z Submodule path 'third_party/aiter': checked out '01aae101b9e5e94d6c16a9514c9fb8df99c93150' 2025-07-24T04:00:39.3251530Z Submodule path 'third_party/aiter/3rdparty/composable_kernel': checked out 'cffe8fa2a442ac8e80dd236a1a5d24fe3d7e0cbf' 2025-07-24T04:00:39.3423610Z Submodule path 'third_party/benchmark': checked out '299e5928955cc62af9968370293b916f5130916f' 2025-07-24T04:00:39.3689180Z Submodule path 'third_party/composable_kernel': checked out '434d19f696da62c12b5372b32cbc9ba968588d7e' 2025-07-24T04:00:39.3864480Z Submodule path 'third_party/cpp-httplib': checked out '3af7f2c16147f3fbc6e4d717032daf505dc1652c' 2025-07-24T04:00:39.4031460Z Submodule path 'third_party/cpuinfo': checked out '5e3d2445e6a84d9599bee2bf78edbb4d80865e1d' 2025-07-24T04:00:39.4204890Z Submodule path 'third_party/cudnn_frontend': checked out 'f937055efc6d414d11f4c6577e3977fe74f35fb6' 2025-07-24T04:00:39.4444240Z Submodule path 'third_party/cutlass': checked out 'b995f933179c22d3fe0d871c3a53d11e4681950f' 2025-07-24T04:00:39.4663240Z Submodule path 'third_party/fbgemm': checked out '157e88b750c452bef2ab4653fe9d1eeb151ce4c3' 2025-07-24T04:00:39.4862590Z Submodule path 'third_party/fbgemm/external/asmjit': checked out 'e5d7c0bd5d9aec44d68830187138149e6a8c4e32' 2025-07-24T04:00:39.5087870Z Submodule path 'third_party/fbgemm/external/composable_kernel': checked out '4a61bdd4bd4ed730e078aebc7c0fcf046ff29406' 2025-07-24T04:00:39.5283350Z Submodule path 'third_party/fbgemm/external/cpuinfo': checked out '6543fec09b2f04ac4a666882998b534afc9c1349' 2025-07-24T04:00:39.5584780Z Submodule path 'third_party/fbgemm/external/cutlass': checked out '3ed8d2ec4ba35ef5d9d8353826209b6f868f63d3' 2025-07-24T04:00:39.5859260Z Submodule path 'third_party/fbgemm/external/googletest': checked out 'f8d7d77c06936315286eb55f8de22cd23c188571' 2025-07-24T04:00:39.6065340Z Submodule path 'third_party/fbgemm/external/hipify_torch': checked out 'a4337c69fe0e2552a7b7b0669178926beeed828c' 2025-07-24T04:00:39.6258560Z Submodule path 'third_party/fbgemm/external/json': checked out '9cca280a4d0ccf0c08f47a99aa71d1b0e52f8d03' 2025-07-24T04:00:39.6446650Z Submodule path 'third_party/flash-attention': checked out '979702c87a8713a8e0a5e9fee122b90d2ef13be5' 2025-07-24T04:00:39.6700370Z Submodule path 'third_party/flash-attention/csrc/composable_kernel': checked out '888317e698e9803c62bd38568abc9e05d7709f33' 2025-07-24T04:00:39.6964700Z Submodule path 'third_party/flash-attention/csrc/cutlass': checked out 'c506e16788cb08416a4a57e11a9067beeee29420' 2025-07-24T04:00:39.7172130Z Submodule path 'third_party/flatbuffers': checked out 'a2cd1ea3b6d3fee220106b5fed3f7ce8da9eb757' 2025-07-24T04:00:39.7340460Z Submodule path 'third_party/fmt': checked out '40626af88bd7df9a5fb80be7b25ac85b122d6c21' 2025-07-24T04:00:39.7797220Z Submodule path 'third_party/gemmlowp/gemmlowp': checked out '3fb5c176c17c765a3492cd2f0321b0dab712f350' 2025-07-24T04:00:39.7965720Z Submodule path 'third_party/gloo': checked out 'c7b7b022c124d9643957d9bd55f57ac59fce8fa2' 2025-07-24T04:00:39.8124740Z Submodule path 'third_party/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-07-24T04:00:39.8287940Z Submodule path 'third_party/ideep': checked out '719d8e6cd7f7a0e01b155657526d693acf97c2b3' 2025-07-24T04:00:39.8596020Z Submodule path 'third_party/ideep/mkl-dnn': checked out '8d263e693366ef8db40acc569cc7d8edf644556d' 2025-07-24T04:00:39.8766760Z Submodule path 'third_party/ittapi': checked out 'dec1d23ca65ab069d225dfe40dea14f455170959' 2025-07-24T04:00:39.8943400Z Submodule path 'third_party/kineto': checked out '5e7501833f1021ce6f618572d3baf657b6319658' 2025-07-24T04:00:39.9181530Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog': checked out '7d04a0053a845370ae06ce317a22a48e9edcc74e' 2025-07-24T04:00:39.9356050Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM': checked out 'ffde4e54bc7249a6039a5e6b45b395141e1217f9' 2025-07-24T04:00:39.9522510Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr': checked out '871ed52d350214a034f6ef8a3b8f51c5ce1bd400' 2025-07-24T04:00:39.9697640Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt': checked out 'cd4af11efc9c622896a3e4cb599fa28668ca3d05' 2025-07-24T04:00:39.9878670Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags': checked out 'e171aa2d15ed9eb17054558e0b3a6a413bb01067' 2025-07-24T04:00:40.0035290Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc': checked out '8411df715cf522606e3b1aca386ddfc0b63d34b4' 2025-07-24T04:00:40.0201850Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog': checked out 'b33e3bad4c46c8a6345525fd822af355e5ef9446' 2025-07-24T04:00:40.0373950Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest': checked out '58d77fa8070e8cec2dc1ed015d66b454c8d78850' 2025-07-24T04:00:40.0564040Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json': checked out '4f8fba14066156b73f1189a2b8bd568bde5284c5' 2025-07-24T04:00:40.0724120Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs': checked out 'f68a2fa8ea36c783bdd760371411fcb495aa3150' 2025-07-24T04:00:40.0891540Z Submodule path 'third_party/kineto/libkineto/third_party/fmt': checked out '0041a40c1350ba702d475b9c4ad62da77caea164' 2025-07-24T04:00:40.1056450Z Submodule path 'third_party/kineto/libkineto/third_party/googletest': checked out '7aca84427f224eeed3144123d5230d5871e93347' 2025-07-24T04:00:40.1229800Z Submodule path 'third_party/kleidiai': checked out 'cca02c2f69dd18e1f12647c1c0bdc8cf90e680c7' 2025-07-24T04:00:40.1414090Z Submodule path 'third_party/mimalloc': checked out 'fbd8b99c2b828428947d70fdc046bb55609be93e' 2025-07-24T04:00:40.1599190Z Submodule path 'third_party/nlohmann': checked out '55f93686c01528224f448c19128836e7df245f72' 2025-07-24T04:00:40.1916360Z Submodule path 'third_party/onnx': checked out 'e709452ef2bbc1d113faf678c24e6d3467696e83' 2025-07-24T04:00:40.2114350Z Submodule path 'third_party/onnx/third_party/pybind11': checked out 'a2e59f0e7065404b44dfe92a28aca47ba1378dc4' 2025-07-24T04:00:40.2318470Z Submodule path 'third_party/opentelemetry-cpp': checked out 'a799f4aed9c94b765dcdaabaeab7d5e7e2310878' 2025-07-24T04:00:40.2480050Z Submodule path 'third_party/opentelemetry-cpp/third_party/benchmark': checked out 'd572f4777349d43653b21d6c2fc63020ab326db2' 2025-07-24T04:00:40.2653450Z Submodule path 'third_party/opentelemetry-cpp/third_party/googletest': checked out 'b796f7d44681514f58a683a3a71ff17c94edb0c1' 2025-07-24T04:00:40.2820280Z Submodule path 'third_party/opentelemetry-cpp/third_party/ms-gsl': checked out '6f4529395c5b7c2d661812257cd6780c67e54afa' 2025-07-24T04:00:40.3015890Z Submodule path 'third_party/opentelemetry-cpp/third_party/nlohmann-json': checked out 'bc889afb4c5bf1c0d8ee29ef35eaaf4c8bef8a5d' 2025-07-24T04:00:40.3179290Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto': checked out '4ca4f0335c63cda7ab31ea7ed70d6553aee14dce' 2025-07-24T04:00:40.3345600Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentracing-cpp': checked out '06b57f48ded1fa3bdd3d4346f6ef29e40e08eaf5' 2025-07-24T04:00:40.3522540Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp': checked out 'c9ffcdda9086ffd9e1283ea7a0276d831f3c8a8d' 2025-07-24T04:00:40.3706040Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb': checked out 'eefb26f82b233268fc98577d265352720d477ba4' 2025-07-24T04:00:40.3871820Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest': checked out 'e2239ee6043f73722e7aa812a459f54a28552929' 2025-07-24T04:00:40.4192660Z Submodule path 'third_party/opentelemetry-cpp/tools/vcpkg': checked out '8eb57355a4ffb410a2e94c07b4dca2dffbee8e50' 2025-07-24T04:00:40.4366620Z Submodule path 'third_party/pocketfft': checked out '0fa0ef591e38c2758e3184c6c23e497b9f732ffa' 2025-07-24T04:00:40.4652180Z Submodule path 'third_party/protobuf': checked out 'd1eca4e4b421cd2997495c4b4e65cea6be4e9b8a' 2025-07-24T04:00:40.4838120Z Submodule path 'third_party/protobuf/third_party/benchmark': checked out '5b7683f49e1e9223cf9927b24f6fd3d6bd82e3f8' 2025-07-24T04:00:40.5011470Z Submodule path 'third_party/protobuf/third_party/googletest': checked out '5ec7f0c4a113e2f18ac2c6cc7df51ad6afc24081' 2025-07-24T04:00:40.5168950Z Submodule path 'third_party/psimd': checked out '072586a71b55b7f8c584153d223e95687148a900' 2025-07-24T04:00:40.5323180Z Submodule path 'third_party/pthreadpool': checked out '4fe0e1e183925bf8cfa6aae24237e724a96479b8' 2025-07-24T04:00:40.5499720Z Submodule path 'third_party/pybind11': checked out 'a2e59f0e7065404b44dfe92a28aca47ba1378dc4' 2025-07-24T04:00:40.5655230Z Submodule path 'third_party/python-peachpy': checked out 'f45429b087dd7d5bc78bb40dc7cf06425c252d67' 2025-07-24T04:00:40.5816300Z Submodule path 'third_party/sleef': checked out '5a1d179df9cf652951b59010a2d2075372d67f68' 2025-07-24T04:00:40.5983740Z Submodule path 'third_party/tensorpipe': checked out '52791a2fd214b2a9dc5759d36725909c1daa7f2e' 2025-07-24T04:00:40.6183990Z Submodule path 'third_party/tensorpipe/third_party/googletest': checked out 'aee0f9d9b5b87796ee8a0ab26b7587ec30e8858e' 2025-07-24T04:00:40.6358930Z Submodule path 'third_party/tensorpipe/third_party/libnop': checked out '910b55815be16109f04f4180e9adee14fb4ce281' 2025-07-24T04:00:40.6601500Z Submodule path 'third_party/tensorpipe/third_party/libuv': checked out '1dff88e5161cba5c59276d2070d2e304e4dcb242' 2025-07-24T04:00:40.6778260Z Submodule path 'third_party/tensorpipe/third_party/pybind11': checked out 'a23996fce38ff6ccfbcdc09f1e63f2c4be5ea2ef' 2025-07-24T04:00:40.6944800Z Submodule path 'third_party/tensorpipe/third_party/pybind11/tools/clang': checked out '6a00cbc4a9b8e68b71caf7f774b3f9c753ae84d5' 2025-07-24T04:00:40.6996540Z [command]/usr/bin/git submodule foreach --recursive git config --local gc.auto 0 2025-07-24T04:00:40.7495770Z Entering 'android/libs/fbjni' 2025-07-24T04:00:40.7581790Z Entering 'third_party/FP16' 2025-07-24T04:00:40.7663630Z Entering 'third_party/FXdiv' 2025-07-24T04:00:40.7746970Z Entering 'third_party/NNPACK' 2025-07-24T04:00:40.7856840Z Entering 'third_party/NVTX' 2025-07-24T04:00:40.7940830Z Entering 'third_party/VulkanMemoryAllocator' 2025-07-24T04:00:40.8213000Z Entering 'third_party/XNNPACK' 2025-07-24T04:00:40.8301270Z Entering 'third_party/aiter' 2025-07-24T04:00:40.8383800Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-07-24T04:00:40.8468120Z Entering 'third_party/benchmark' 2025-07-24T04:00:40.8550230Z Entering 'third_party/composable_kernel' 2025-07-24T04:00:40.8633330Z Entering 'third_party/cpp-httplib' 2025-07-24T04:00:40.8716310Z Entering 'third_party/cpuinfo' 2025-07-24T04:00:40.8797550Z Entering 'third_party/cudnn_frontend' 2025-07-24T04:00:40.8879280Z Entering 'third_party/cutlass' 2025-07-24T04:00:40.8963960Z Entering 'third_party/fbgemm' 2025-07-24T04:00:40.9047120Z Entering 'third_party/fbgemm/external/asmjit' 2025-07-24T04:00:40.9128640Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-07-24T04:00:40.9211940Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-07-24T04:00:40.9294180Z Entering 'third_party/fbgemm/external/cutlass' 2025-07-24T04:00:40.9378570Z Entering 'third_party/fbgemm/external/googletest' 2025-07-24T04:00:40.9461700Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-07-24T04:00:40.9542520Z Entering 'third_party/fbgemm/external/json' 2025-07-24T04:00:40.9625490Z Entering 'third_party/flash-attention' 2025-07-24T04:00:40.9708180Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-07-24T04:00:40.9791250Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-07-24T04:00:40.9877890Z Entering 'third_party/flatbuffers' 2025-07-24T04:00:40.9962230Z Entering 'third_party/fmt' 2025-07-24T04:00:41.0043830Z Entering 'third_party/gemmlowp/gemmlowp' 2025-07-24T04:00:41.0126550Z Entering 'third_party/gloo' 2025-07-24T04:00:41.0209290Z Entering 'third_party/googletest' 2025-07-24T04:00:41.0292370Z Entering 'third_party/ideep' 2025-07-24T04:00:41.0373060Z Entering 'third_party/ideep/mkl-dnn' 2025-07-24T04:00:41.0457530Z Entering 'third_party/ittapi' 2025-07-24T04:00:41.0540250Z Entering 'third_party/kineto' 2025-07-24T04:00:41.0620400Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-07-24T04:00:41.0700240Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-07-24T04:00:41.0782310Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-07-24T04:00:41.0864690Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-07-24T04:00:41.0946910Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-07-24T04:00:41.1027560Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-07-24T04:00:41.1111240Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-07-24T04:00:41.1194830Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-07-24T04:00:41.1276780Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-07-24T04:00:41.1359080Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-07-24T04:00:41.1442980Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-07-24T04:00:41.1524850Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-07-24T04:00:41.1607960Z Entering 'third_party/kleidiai' 2025-07-24T04:00:41.1691840Z Entering 'third_party/mimalloc' 2025-07-24T04:00:41.1773430Z Entering 'third_party/nlohmann' 2025-07-24T04:00:41.1854540Z Entering 'third_party/onnx' 2025-07-24T04:00:41.1941060Z Entering 'third_party/onnx/third_party/pybind11' 2025-07-24T04:00:41.2026790Z Entering 'third_party/opentelemetry-cpp' 2025-07-24T04:00:41.2108800Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-07-24T04:00:41.2190110Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-07-24T04:00:41.2271120Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-07-24T04:00:41.2353020Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-07-24T04:00:41.2435270Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-07-24T04:00:41.2516940Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-07-24T04:00:41.2597110Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-07-24T04:00:41.2676680Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-07-24T04:00:41.2759500Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-07-24T04:00:41.2842110Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-07-24T04:00:41.2932820Z Entering 'third_party/pocketfft' 2025-07-24T04:00:41.3017620Z Entering 'third_party/protobuf' 2025-07-24T04:00:41.3098830Z Entering 'third_party/protobuf/third_party/benchmark' 2025-07-24T04:00:41.3180460Z Entering 'third_party/protobuf/third_party/googletest' 2025-07-24T04:00:41.3262790Z Entering 'third_party/psimd' 2025-07-24T04:00:41.3345650Z Entering 'third_party/pthreadpool' 2025-07-24T04:00:41.3427140Z Entering 'third_party/pybind11' 2025-07-24T04:00:41.3509040Z Entering 'third_party/python-peachpy' 2025-07-24T04:00:41.3590380Z Entering 'third_party/sleef' 2025-07-24T04:00:41.3671780Z Entering 'third_party/tensorpipe' 2025-07-24T04:00:41.3751910Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-07-24T04:00:41.3937670Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-07-24T04:00:41.4143710Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-07-24T04:00:41.4227700Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-07-24T04:00:41.4307130Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-07-24T04:00:41.4400290Z ##[endgroup] 2025-07-24T04:00:41.4400590Z ##[group]Persisting credentials for submodules 2025-07-24T04:00:41.4402700Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'url\.https\:\/\/github\.com\/\.insteadOf' && git config --local --unset-all 'url.https://github.com/.insteadOf' || :" 2025-07-24T04:00:41.4896860Z Entering 'android/libs/fbjni' 2025-07-24T04:00:41.4967080Z url.https://github.com/.insteadof 2025-07-24T04:00:41.4967320Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5032830Z Entering 'third_party/FP16' 2025-07-24T04:00:41.5099080Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5099300Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5164810Z Entering 'third_party/FXdiv' 2025-07-24T04:00:41.5231570Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5231820Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5299380Z Entering 'third_party/NNPACK' 2025-07-24T04:00:41.5365900Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5366130Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5431740Z Entering 'third_party/NVTX' 2025-07-24T04:00:41.5498510Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5498960Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5572470Z Entering 'third_party/VulkanMemoryAllocator' 2025-07-24T04:00:41.5639230Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5639460Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5705230Z Entering 'third_party/XNNPACK' 2025-07-24T04:00:41.5771430Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5771740Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5840660Z Entering 'third_party/aiter' 2025-07-24T04:00:41.5907140Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5907380Z url.https://github.com/.insteadof 2025-07-24T04:00:41.5970200Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-07-24T04:00:41.6034210Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6034440Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6102470Z Entering 'third_party/benchmark' 2025-07-24T04:00:41.6171630Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6171850Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6237610Z Entering 'third_party/composable_kernel' 2025-07-24T04:00:41.6303360Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6303590Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6370140Z Entering 'third_party/cpp-httplib' 2025-07-24T04:00:41.6435240Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6435460Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6500450Z Entering 'third_party/cpuinfo' 2025-07-24T04:00:41.6564780Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6565030Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6630340Z Entering 'third_party/cudnn_frontend' 2025-07-24T04:00:41.6697640Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6697870Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6763260Z Entering 'third_party/cutlass' 2025-07-24T04:00:41.6830120Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6830340Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6898870Z Entering 'third_party/fbgemm' 2025-07-24T04:00:41.6966600Z url.https://github.com/.insteadof 2025-07-24T04:00:41.6966830Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7032320Z Entering 'third_party/fbgemm/external/asmjit' 2025-07-24T04:00:41.7098650Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7098900Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7163940Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-07-24T04:00:41.7230570Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7230800Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7298800Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-07-24T04:00:41.7367330Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7367750Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7433590Z Entering 'third_party/fbgemm/external/cutlass' 2025-07-24T04:00:41.7500900Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7501120Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7569750Z Entering 'third_party/fbgemm/external/googletest' 2025-07-24T04:00:41.7636980Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7637220Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7703920Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-07-24T04:00:41.7771820Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7772250Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7839370Z Entering 'third_party/fbgemm/external/json' 2025-07-24T04:00:41.7905750Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7905980Z url.https://github.com/.insteadof 2025-07-24T04:00:41.7973890Z Entering 'third_party/flash-attention' 2025-07-24T04:00:41.8041470Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8041700Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8107380Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-07-24T04:00:41.8173020Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8173240Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8425100Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-07-24T04:00:41.8496010Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8496240Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8566610Z Entering 'third_party/flatbuffers' 2025-07-24T04:00:41.8633530Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8633930Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8698930Z Entering 'third_party/fmt' 2025-07-24T04:00:41.8763070Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8763290Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8827600Z Entering 'third_party/gemmlowp/gemmlowp' 2025-07-24T04:00:41.8892470Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8892700Z url.https://github.com/.insteadof 2025-07-24T04:00:41.8956700Z Entering 'third_party/gloo' 2025-07-24T04:00:41.9021440Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9022260Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9086090Z Entering 'third_party/googletest' 2025-07-24T04:00:41.9150790Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9151020Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9215420Z Entering 'third_party/ideep' 2025-07-24T04:00:41.9281980Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9282200Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9346470Z Entering 'third_party/ideep/mkl-dnn' 2025-07-24T04:00:41.9411810Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9412030Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9480840Z Entering 'third_party/ittapi' 2025-07-24T04:00:41.9548300Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9548550Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9613740Z Entering 'third_party/kineto' 2025-07-24T04:00:41.9679320Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9679820Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9742780Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-07-24T04:00:41.9809450Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9809680Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9874010Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-07-24T04:00:41.9940330Z url.https://github.com/.insteadof 2025-07-24T04:00:41.9940550Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0006970Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-07-24T04:00:42.0072320Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0072540Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0138540Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-07-24T04:00:42.0203440Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0203660Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0269820Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-07-24T04:00:42.0337230Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0337520Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0401880Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-07-24T04:00:42.0467740Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0468050Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0536360Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-07-24T04:00:42.0602690Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0602920Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0669690Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-07-24T04:00:42.0736130Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0736370Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0802980Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-07-24T04:00:42.0869370Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0869590Z url.https://github.com/.insteadof 2025-07-24T04:00:42.0936680Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-07-24T04:00:42.1003630Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1003860Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1072250Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-07-24T04:00:42.1138620Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1138840Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1204560Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-07-24T04:00:42.1270660Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1270890Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1338740Z Entering 'third_party/kleidiai' 2025-07-24T04:00:42.1406390Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1406630Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1472440Z Entering 'third_party/mimalloc' 2025-07-24T04:00:42.1538280Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1538500Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1609440Z Entering 'third_party/nlohmann' 2025-07-24T04:00:42.1674860Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1675100Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1743840Z Entering 'third_party/onnx' 2025-07-24T04:00:42.1822120Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1822510Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1897460Z Entering 'third_party/onnx/third_party/pybind11' 2025-07-24T04:00:42.1964830Z url.https://github.com/.insteadof 2025-07-24T04:00:42.1970220Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2034400Z Entering 'third_party/opentelemetry-cpp' 2025-07-24T04:00:42.2102610Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2102860Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2167980Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-07-24T04:00:42.2235330Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2235550Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2350480Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-07-24T04:00:42.2416250Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2416470Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2481990Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-07-24T04:00:42.2547550Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2547770Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2612740Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-07-24T04:00:42.2678130Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2678360Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2744070Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-07-24T04:00:42.2810640Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2810920Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2876660Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-07-24T04:00:42.2944370Z url.https://github.com/.insteadof 2025-07-24T04:00:42.2944600Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3041570Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-07-24T04:00:42.3107540Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3107760Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3171880Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-07-24T04:00:42.3237770Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3238200Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3304490Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-07-24T04:00:42.3370500Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3370750Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3439020Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-07-24T04:00:42.3505860Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3506090Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3580500Z Entering 'third_party/pocketfft' 2025-07-24T04:00:42.3649220Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3715420Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3715660Z Entering 'third_party/protobuf' 2025-07-24T04:00:42.3782260Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3782480Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3847520Z Entering 'third_party/protobuf/third_party/benchmark' 2025-07-24T04:00:42.3915580Z url.https://github.com/.insteadof 2025-07-24T04:00:42.3915970Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4033200Z Entering 'third_party/protobuf/third_party/googletest' 2025-07-24T04:00:42.4099140Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4099360Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4167490Z Entering 'third_party/psimd' 2025-07-24T04:00:42.4233670Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4233900Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4297040Z Entering 'third_party/pthreadpool' 2025-07-24T04:00:42.4360770Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4361000Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4424230Z Entering 'third_party/pybind11' 2025-07-24T04:00:42.4487950Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4488180Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4551460Z Entering 'third_party/python-peachpy' 2025-07-24T04:00:42.4616660Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4616880Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4680180Z Entering 'third_party/sleef' 2025-07-24T04:00:42.4744280Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4744500Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4808300Z Entering 'third_party/tensorpipe' 2025-07-24T04:00:42.4873540Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4874140Z url.https://github.com/.insteadof 2025-07-24T04:00:42.4950100Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-07-24T04:00:42.5013770Z url.https://github.com/.insteadof 2025-07-24T04:00:42.5014000Z url.https://github.com/.insteadof 2025-07-24T04:00:42.5077490Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-07-24T04:00:42.5142470Z url.https://github.com/.insteadof 2025-07-24T04:00:42.5142700Z url.https://github.com/.insteadof 2025-07-24T04:00:42.5206150Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-07-24T04:00:42.5270190Z url.https://github.com/.insteadof 2025-07-24T04:00:42.5270420Z url.https://github.com/.insteadof 2025-07-24T04:00:42.5336140Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-07-24T04:00:42.5403210Z url.https://github.com/.insteadof 2025-07-24T04:00:42.5403440Z url.https://github.com/.insteadof 2025-07-24T04:00:42.5466280Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-07-24T04:00:42.5529740Z url.https://github.com/.insteadof 2025-07-24T04:00:42.5529970Z url.https://github.com/.insteadof 2025-07-24T04:00:42.5608480Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local 'http.https://github.com/.extraheader' 'AUTHORIZATION: basic ***' && git config --local --show-origin --name-only --get-regexp remote.origin.url" 2025-07-24T04:00:42.6092510Z Entering 'android/libs/fbjni' 2025-07-24T04:00:42.6189720Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/android/libs/fbjni/config remote.origin.url 2025-07-24T04:00:42.6223570Z Entering 'third_party/FP16' 2025-07-24T04:00:42.6319820Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FP16/config remote.origin.url 2025-07-24T04:00:42.6353730Z Entering 'third_party/FXdiv' 2025-07-24T04:00:42.6450820Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK_deps/FXdiv/config remote.origin.url 2025-07-24T04:00:42.6485150Z Entering 'third_party/NNPACK' 2025-07-24T04:00:42.6582870Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/NNPACK/config remote.origin.url 2025-07-24T04:00:42.6617810Z Entering 'third_party/NVTX' 2025-07-24T04:00:42.6722390Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/NVTX/config remote.origin.url 2025-07-24T04:00:42.6757120Z Entering 'third_party/VulkanMemoryAllocator' 2025-07-24T04:00:42.6852160Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/VulkanMemoryAllocator/config remote.origin.url 2025-07-24T04:00:42.6886430Z Entering 'third_party/XNNPACK' 2025-07-24T04:00:42.6982610Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/XNNPACK/config remote.origin.url 2025-07-24T04:00:42.7021190Z Entering 'third_party/aiter' 2025-07-24T04:00:42.7118730Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/aiter/config remote.origin.url 2025-07-24T04:00:42.7152320Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-07-24T04:00:42.7248080Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/aiter/modules/3rdparty/composable_kernel/config remote.origin.url 2025-07-24T04:00:42.7285410Z Entering 'third_party/benchmark' 2025-07-24T04:00:42.7382490Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/benchmark/config remote.origin.url 2025-07-24T04:00:42.7416670Z Entering 'third_party/composable_kernel' 2025-07-24T04:00:42.7511790Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/composable_kernel/config remote.origin.url 2025-07-24T04:00:42.7547620Z Entering 'third_party/cpp-httplib' 2025-07-24T04:00:42.7643510Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/cpp-httplib/config remote.origin.url 2025-07-24T04:00:42.7677480Z Entering 'third_party/cpuinfo' 2025-07-24T04:00:42.7774760Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/cpuinfo/config remote.origin.url 2025-07-24T04:00:42.7809320Z Entering 'third_party/cudnn_frontend' 2025-07-24T04:00:42.7908430Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/cudnn_frontend/config remote.origin.url 2025-07-24T04:00:42.7942900Z Entering 'third_party/cutlass' 2025-07-24T04:00:42.8041050Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/cutlass/config remote.origin.url 2025-07-24T04:00:42.8078520Z Entering 'third_party/fbgemm' 2025-07-24T04:00:42.8177820Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/config remote.origin.url 2025-07-24T04:00:42.8211550Z Entering 'third_party/fbgemm/external/asmjit' 2025-07-24T04:00:42.8309180Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/asmjit/config remote.origin.url 2025-07-24T04:00:42.8343020Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-07-24T04:00:42.8441560Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/composable_kernel/config remote.origin.url 2025-07-24T04:00:42.8477490Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-07-24T04:00:42.8575200Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/cpuinfo/config remote.origin.url 2025-07-24T04:00:42.8609170Z Entering 'third_party/fbgemm/external/cutlass' 2025-07-24T04:00:42.8706970Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/cutlass/config remote.origin.url 2025-07-24T04:00:42.8743950Z Entering 'third_party/fbgemm/external/googletest' 2025-07-24T04:00:42.8843030Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/googletest/config remote.origin.url 2025-07-24T04:00:42.8876910Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-07-24T04:00:42.8976180Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/hipify_torch/config remote.origin.url 2025-07-24T04:00:42.9009080Z Entering 'third_party/fbgemm/external/json' 2025-07-24T04:00:42.9107270Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fbgemm/modules/external/json/config remote.origin.url 2025-07-24T04:00:42.9143520Z Entering 'third_party/flash-attention' 2025-07-24T04:00:42.9243040Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/config remote.origin.url 2025-07-24T04:00:42.9276310Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-07-24T04:00:42.9374640Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/composable_kernel/config remote.origin.url 2025-07-24T04:00:42.9410730Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-07-24T04:00:42.9509750Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/flash-attention/modules/csrc/cutlass/config remote.origin.url 2025-07-24T04:00:42.9548710Z Entering 'third_party/flatbuffers' 2025-07-24T04:00:42.9647990Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/flatbuffers/config remote.origin.url 2025-07-24T04:00:42.9683720Z Entering 'third_party/fmt' 2025-07-24T04:00:42.9781970Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/fmt/config remote.origin.url 2025-07-24T04:00:42.9816720Z Entering 'third_party/gemmlowp/gemmlowp' 2025-07-24T04:00:42.9914400Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/gemmlowp/gemmlowp/config remote.origin.url 2025-07-24T04:00:42.9949150Z Entering 'third_party/gloo' 2025-07-24T04:00:43.0046250Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/gloo/config remote.origin.url 2025-07-24T04:00:43.0080720Z Entering 'third_party/googletest' 2025-07-24T04:00:43.0177790Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/googletest/config remote.origin.url 2025-07-24T04:00:43.0212060Z Entering 'third_party/ideep' 2025-07-24T04:00:43.0309030Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/config remote.origin.url 2025-07-24T04:00:43.0342670Z Entering 'third_party/ideep/mkl-dnn' 2025-07-24T04:00:43.0439620Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/ideep/modules/mkl-dnn/config remote.origin.url 2025-07-24T04:00:43.0477660Z Entering 'third_party/ittapi' 2025-07-24T04:00:43.0576640Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/ittapi/config remote.origin.url 2025-07-24T04:00:43.0610990Z Entering 'third_party/kineto' 2025-07-24T04:00:43.0709120Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/config remote.origin.url 2025-07-24T04:00:43.0741970Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-07-24T04:00:43.0839820Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/config remote.origin.url 2025-07-24T04:00:43.0872540Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-07-24T04:00:43.0981330Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/DCGM/config remote.origin.url 2025-07-24T04:00:43.1016520Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-07-24T04:00:43.1115870Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/cpr/config remote.origin.url 2025-07-24T04:00:43.1150100Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-07-24T04:00:43.1249090Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/fmt/config remote.origin.url 2025-07-24T04:00:43.1283620Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-07-24T04:00:43.1381340Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/config remote.origin.url 2025-07-24T04:00:43.1414140Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-07-24T04:00:43.1511630Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/gflags/modules/doc/config remote.origin.url 2025-07-24T04:00:43.1548080Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-07-24T04:00:43.1647150Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/glog/config remote.origin.url 2025-07-24T04:00:43.1681870Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-07-24T04:00:43.1780980Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/googletest/config remote.origin.url 2025-07-24T04:00:43.1815810Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-07-24T04:00:43.1914320Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/json/config remote.origin.url 2025-07-24T04:00:43.1949550Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-07-24T04:00:43.2048170Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/dynolog/modules/third_party/pfs/config remote.origin.url 2025-07-24T04:00:43.2084680Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-07-24T04:00:43.2182940Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/fmt/config remote.origin.url 2025-07-24T04:00:43.2217060Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-07-24T04:00:43.2314170Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kineto/modules/libkineto/third_party/googletest/config remote.origin.url 2025-07-24T04:00:43.2350010Z Entering 'third_party/kleidiai' 2025-07-24T04:00:43.2448830Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/kleidiai/config remote.origin.url 2025-07-24T04:00:43.2483650Z Entering 'third_party/mimalloc' 2025-07-24T04:00:43.2581180Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/mimalloc/config remote.origin.url 2025-07-24T04:00:43.2615670Z Entering 'third_party/nlohmann' 2025-07-24T04:00:43.2713130Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/nlohmann/config remote.origin.url 2025-07-24T04:00:43.2747910Z Entering 'third_party/onnx' 2025-07-24T04:00:43.2846130Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/onnx/config remote.origin.url 2025-07-24T04:00:43.2884880Z Entering 'third_party/onnx/third_party/pybind11' 2025-07-24T04:00:43.2985090Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/onnx/modules/third_party/pybind11/config remote.origin.url 2025-07-24T04:00:43.3021170Z Entering 'third_party/opentelemetry-cpp' 2025-07-24T04:00:43.3121800Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/config remote.origin.url 2025-07-24T04:00:43.3155420Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-07-24T04:00:43.3253100Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/benchmark/config remote.origin.url 2025-07-24T04:00:43.3287390Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-07-24T04:00:43.3384400Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/googletest/config remote.origin.url 2025-07-24T04:00:43.3418000Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-07-24T04:00:43.3514330Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/ms-gsl/config remote.origin.url 2025-07-24T04:00:43.3547720Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-07-24T04:00:43.3641280Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/nlohmann-json/config remote.origin.url 2025-07-24T04:00:43.3674470Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-07-24T04:00:43.3768350Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/opentelemetry-proto/config remote.origin.url 2025-07-24T04:00:43.3801290Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-07-24T04:00:43.3895520Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/opentracing-cpp/config remote.origin.url 2025-07-24T04:00:43.3928190Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-07-24T04:00:43.4022070Z file:/Users/ec2-user/runner/_work/pytorch/pytorch/.git/modules/third_party/opentelemetry-cpp/modules/third_party/prometheus-cpp/config remote.origin.url 2025-07-24T04:00:43.4053180Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-07-24T04:00:43.4148090Z 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'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-07-24T04:00:44.8479650Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-07-24T04:00:44.8558080Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-07-24T04:00:44.8635900Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-07-24T04:00:44.8713250Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-07-24T04:00:44.8791360Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-07-24T04:00:44.8871090Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-07-24T04:00:44.8951400Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-07-24T04:00:44.9039120Z Entering 'third_party/pocketfft' 2025-07-24T04:00:44.9119400Z Entering 'third_party/protobuf' 2025-07-24T04:00:44.9197180Z Entering 'third_party/protobuf/third_party/benchmark' 2025-07-24T04:00:44.9276200Z Entering 'third_party/protobuf/third_party/googletest' 2025-07-24T04:00:44.9357330Z Entering 'third_party/psimd' 2025-07-24T04:00:44.9436560Z Entering 'third_party/pthreadpool' 2025-07-24T04:00:44.9515420Z Entering 'third_party/pybind11' 2025-07-24T04:00:44.9593830Z Entering 'third_party/python-peachpy' 2025-07-24T04:00:44.9672490Z Entering 'third_party/sleef' 2025-07-24T04:00:44.9750550Z Entering 'third_party/tensorpipe' 2025-07-24T04:00:44.9828250Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-07-24T04:00:44.9906430Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-07-24T04:00:44.9984280Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-07-24T04:00:45.0061760Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-07-24T04:00:45.0138550Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-07-24T04:00:45.0227010Z ##[endgroup] 2025-07-24T04:00:45.0305570Z [command]/usr/bin/git log -1 --format=%H 2025-07-24T04:00:45.0362290Z 27c8ef1839e0747b36769efb192befc9308ff93c 2025-07-24T04:00:45.0433710Z Prepare all required actions 2025-07-24T04:00:45.0458960Z ##[group]Run ./.github/actions/get-workflow-job-id 2025-07-24T04:00:45.0459140Z with: 2025-07-24T04:00:45.0459400Z github-token: *** 2025-07-24T04:00:45.0459530Z env: 2025-07-24T04:00:45.0459630Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:45.0459790Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:45.0459970Z TEST_CONFIG: default 2025-07-24T04:00:45.0460100Z SHARD_NUMBER: 1 2025-07-24T04:00:45.0460220Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:45.0460350Z PR_BODY: 2025-07-24T04:00:45.0460470Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:00:45.0460620Z ##[endgroup] 2025-07-24T04:00:45.0469500Z ##[group]Run set -eux 2025-07-24T04:00:45.0469650Z set -eux 2025-07-24T04:00:45.0469890Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-07-24T04:00:45.0481350Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:00:45.0481560Z env: 2025-07-24T04:00:45.0481690Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:45.0481840Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:45.0482020Z TEST_CONFIG: default 2025-07-24T04:00:45.0482140Z SHARD_NUMBER: 1 2025-07-24T04:00:45.0482260Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:45.0482380Z PR_BODY: 2025-07-24T04:00:45.0482510Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:00:45.0482740Z GITHUB_TOKEN: *** 2025-07-24T04:00:45.0482860Z ##[endgroup] 2025-07-24T04:00:45.0667500Z + python3 .github/scripts/get_workflow_job_id.py 16487210679 i-0b95bf35f8faa9da2 2025-07-24T04:00:45.9045910Z Setting output job-id=46614827190 2025-07-24T04:00:45.9047680Z Setting output job-name=macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T04:00:45.9284530Z ##[group]Run pytorch/test-infra/.github/actions/setup-python@main 2025-07-24T04:00:45.9285290Z with: 2025-07-24T04:00:45.9285710Z python-version: 3.12.7 2025-07-24T04:00:45.9286440Z pip-requirements-file: .github/requirements/pip-requirements-macOS.txt 2025-07-24T04:00:45.9287380Z env: 2025-07-24T04:00:45.9287760Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:00:45.9288290Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:00:45.9288910Z TEST_CONFIG: default 2025-07-24T04:00:45.9289330Z SHARD_NUMBER: 1 2025-07-24T04:00:45.9289750Z NUM_TEST_SHARDS: 3 2025-07-24T04:00:45.9290150Z PR_BODY: 2025-07-24T04:00:45.9290540Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:00:45.9291050Z ##[endgroup] 2025-07-24T04:00:45.9825550Z Warning: HomeBrew only supports version specified by major and minor, but got 3.12.7 2025-07-24T04:00:46.3201150Z ==> Updating Homebrew... 2025-07-24T04:00:46.6028390Z Already up-to-date. 2025-07-24T04:00:47.5286170Z ##[warning]python@3.12 3.12.11 is already installed and up-to-date. To reinstall 3.12.11, run: brew reinstall python@3.12 2025-07-24T04:00:47.5581280Z Using python at /opt/homebrew/bin/python3.12 to create venv /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:00:48.8974510Z Installing requirements from .github/requirements/pip-requirements-macOS.txt 2025-07-24T04:00:49.2039660Z Collecting boto3==1.35.42 (from -r .github/requirements/pip-requirements-macOS.txt (line 1)) 2025-07-24T04:00:49.2050730Z Using cached boto3-1.35.42-py3-none-any.whl.metadata (6.7 kB) 2025-07-24T04:00:49.2595640Z Collecting cmake==3.27.* (from -r .github/requirements/pip-requirements-macOS.txt (line 2)) 2025-07-24T04:00:49.2631260Z Using cached cmake-3.27.9-py2.py3-none-macosx_10_10_universal2.macosx_10_10_x86_64.macosx_11_0_arm64.macosx_11_0_universal2.whl.metadata (6.3 kB) 2025-07-24T04:00:49.2769140Z Collecting expecttest==0.3.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 3)) 2025-07-24T04:00:49.2777120Z Using cached expecttest-0.3.0-py3-none-any.whl.metadata (3.8 kB) 2025-07-24T04:00:49.2901540Z Collecting fbscribelogger==0.1.7 (from -r .github/requirements/pip-requirements-macOS.txt (line 4)) 2025-07-24T04:00:49.2921590Z Using cached fbscribelogger-0.1.7-py3-none-any.whl.metadata (684 bytes) 2025-07-24T04:00:49.3067720Z Collecting filelock==3.6.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 5)) 2025-07-24T04:00:49.3075230Z Using cached filelock-3.6.0-py3-none-any.whl.metadata (2.6 kB) 2025-07-24T04:00:49.4026800Z Collecting hypothesis==6.56.4 (from -r .github/requirements/pip-requirements-macOS.txt (line 6)) 2025-07-24T04:00:49.4036000Z Using cached hypothesis-6.56.4-py3-none-any.whl.metadata (6.1 kB) 2025-07-24T04:00:49.4174430Z Collecting librosa>=0.6.2 (from -r .github/requirements/pip-requirements-macOS.txt (line 7)) 2025-07-24T04:00:49.4182400Z Using cached librosa-0.11.0-py3-none-any.whl.metadata (8.7 kB) 2025-07-24T04:00:49.4297390Z Collecting mpmath==1.3.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 8)) 2025-07-24T04:00:49.4304480Z Using cached mpmath-1.3.0-py3-none-any.whl.metadata (8.6 kB) 2025-07-24T04:00:49.4444210Z Collecting networkx==2.8.7 (from -r .github/requirements/pip-requirements-macOS.txt (line 9)) 2025-07-24T04:00:49.4451680Z Using cached networkx-2.8.7-py3-none-any.whl.metadata (5.1 kB) 2025-07-24T04:00:49.4629180Z Collecting ninja==1.10.2.4 (from -r .github/requirements/pip-requirements-macOS.txt (line 10)) 2025-07-24T04:00:49.4638120Z Using cached ninja-1.10.2.4-py2.py3-none-macosx_10_9_universal2.macosx_10_9_x86_64.macosx_11_0_arm64.macosx_11_0_universal2.whl.metadata (5.3 kB) 2025-07-24T04:00:49.5190720Z Collecting numba==0.59.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 11)) 2025-07-24T04:00:49.5200230Z Using cached numba-0.59.0-cp312-cp312-macosx_11_0_arm64.whl.metadata (2.7 kB) 2025-07-24T04:00:49.5960600Z Collecting numpy==1.26.4 (from -r .github/requirements/pip-requirements-macOS.txt (line 12)) 2025-07-24T04:00:49.5970740Z Using cached numpy-1.26.4-cp312-cp312-macosx_11_0_arm64.whl.metadata (61 kB) 2025-07-24T04:00:49.6138080Z Collecting opt-einsum>=3.3 (from -r .github/requirements/pip-requirements-macOS.txt (line 13)) 2025-07-24T04:00:49.6145250Z Using cached opt_einsum-3.4.0-py3-none-any.whl.metadata (6.3 kB) 2025-07-24T04:00:49.6481570Z Collecting optree==0.13.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 14)) 2025-07-24T04:00:49.6504250Z Using cached optree-0.13.0-cp312-cp312-macosx_11_0_arm64.whl.metadata (47 kB) 2025-07-24T04:00:49.6650310Z Collecting packaging==23.1 (from -r .github/requirements/pip-requirements-macOS.txt (line 15)) 2025-07-24T04:00:49.6657810Z Using cached packaging-23.1-py3-none-any.whl.metadata (3.1 kB) 2025-07-24T04:00:49.6747650Z Collecting parameterized==0.8.1 (from -r .github/requirements/pip-requirements-macOS.txt (line 16)) 2025-07-24T04:00:49.6755310Z Using cached parameterized-0.8.1-py2.py3-none-any.whl.metadata (18 kB) 2025-07-24T04:00:49.7483080Z Collecting pillow==10.3.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 17)) 2025-07-24T04:00:49.7508040Z Using cached pillow-10.3.0-cp312-cp312-macosx_11_0_arm64.whl.metadata (9.2 kB) 2025-07-24T04:00:49.8215110Z Collecting protobuf==5.29.4 (from -r .github/requirements/pip-requirements-macOS.txt (line 18)) 2025-07-24T04:00:49.8224970Z Using cached protobuf-5.29.4-cp38-abi3-macosx_10_9_universal2.whl.metadata (592 bytes) 2025-07-24T04:00:49.8742500Z Collecting psutil==5.9.8 (from -r .github/requirements/pip-requirements-macOS.txt (line 19)) 2025-07-24T04:00:49.8751540Z Using cached psutil-5.9.8-cp38-abi3-macosx_11_0_arm64.whl.metadata (21 kB) 2025-07-24T04:00:49.8885040Z Collecting pygments==2.15.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 20)) 2025-07-24T04:00:49.8894070Z Using cached Pygments-2.15.0-py3-none-any.whl.metadata (2.5 kB) 2025-07-24T04:00:49.9019550Z Collecting pytest-cpp==2.3.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 21)) 2025-07-24T04:00:49.9032960Z Using cached pytest_cpp-2.3.0-py3-none-any.whl.metadata (5.4 kB) 2025-07-24T04:00:49.9115240Z Collecting pytest-flakefinder==1.1.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 22)) 2025-07-24T04:00:49.9122610Z Using cached pytest_flakefinder-1.1.0-py2.py3-none-any.whl.metadata (3.3 kB) 2025-07-24T04:00:49.9236180Z Collecting pytest-rerunfailures==10.3 (from -r .github/requirements/pip-requirements-macOS.txt (line 23)) 2025-07-24T04:00:49.9243580Z Using cached pytest_rerunfailures-10.3-py3-none-any.whl.metadata (15 kB) 2025-07-24T04:00:49.9343370Z Collecting pytest-subtests==0.13.1 (from -r .github/requirements/pip-requirements-macOS.txt (line 24)) 2025-07-24T04:00:49.9350970Z Using cached pytest_subtests-0.13.1-py3-none-any.whl.metadata (6.1 kB) 2025-07-24T04:00:49.9474890Z Collecting pytest-xdist==3.3.1 (from -r .github/requirements/pip-requirements-macOS.txt (line 25)) 2025-07-24T04:00:49.9482350Z Using cached pytest_xdist-3.3.1-py3-none-any.whl.metadata (3.1 kB) 2025-07-24T04:00:49.9688330Z Collecting pytest==7.3.2 (from -r .github/requirements/pip-requirements-macOS.txt (line 26)) 2025-07-24T04:00:49.9696000Z Using cached pytest-7.3.2-py3-none-any.whl.metadata (8.0 kB) 2025-07-24T04:00:49.9892750Z Collecting pyyaml==6.0.2 (from -r .github/requirements/pip-requirements-macOS.txt (line 27)) 2025-07-24T04:00:49.9900810Z Using cached PyYAML-6.0.2-cp312-cp312-macosx_11_0_arm64.whl.metadata (2.1 kB) 2025-07-24T04:00:50.0393890Z Collecting scipy==1.12.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 28)) 2025-07-24T04:00:50.0402960Z Using cached scipy-1.12.0-cp312-cp312-macosx_12_0_arm64.whl.metadata (217 kB) 2025-07-24T04:00:50.1233270Z Collecting setuptools==72.1.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 29)) 2025-07-24T04:00:50.1242160Z Using cached setuptools-72.1.0-py3-none-any.whl.metadata (6.6 kB) 2025-07-24T04:00:50.1385780Z Collecting sympy==1.13.3 (from -r .github/requirements/pip-requirements-macOS.txt (line 30)) 2025-07-24T04:00:50.1392620Z Using cached sympy-1.13.3-py3-none-any.whl.metadata (12 kB) 2025-07-24T04:00:50.1589980Z Collecting tlparse==0.3.30 (from -r .github/requirements/pip-requirements-macOS.txt (line 31)) 2025-07-24T04:00:50.1597530Z Using cached tlparse-0.3.30-py3-none-macosx_11_0_arm64.whl.metadata (1.9 kB) 2025-07-24T04:00:50.1701220Z Collecting tensorboard==2.13.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 32)) 2025-07-24T04:00:50.1709120Z Using cached tensorboard-2.13.0-py3-none-any.whl.metadata (1.8 kB) 2025-07-24T04:00:50.1831050Z Collecting typing-extensions==4.12.2 (from -r .github/requirements/pip-requirements-macOS.txt (line 33)) 2025-07-24T04:00:50.1838420Z Using cached typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB) 2025-07-24T04:00:50.1951910Z Collecting unittest-xml-reporting<=3.2.0,>=2.0.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 34)) 2025-07-24T04:00:50.1971710Z Using cached unittest_xml_reporting-3.2.0-py2.py3-none-any.whl.metadata (11 kB) 2025-07-24T04:00:50.2102270Z Collecting xdoctest==1.1.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 35)) 2025-07-24T04:00:50.2120380Z Using cached xdoctest-1.1.0-py3-none-any.whl.metadata (37 kB) 2025-07-24T04:00:50.2584090Z Collecting z3-solver==4.12.2.0 (from -r .github/requirements/pip-requirements-macOS.txt (line 36)) 2025-07-24T04:00:50.2603520Z Using cached z3_solver-4.12.2.0-py2.py3-none-macosx_11_0_arm64.whl.metadata (697 bytes) 2025-07-24T04:00:50.4310320Z Collecting botocore<1.36.0,>=1.35.42 (from boto3==1.35.42->-r .github/requirements/pip-requirements-macOS.txt (line 1)) 2025-07-24T04:00:50.4319880Z Using cached botocore-1.35.99-py3-none-any.whl.metadata (5.7 kB) 2025-07-24T04:00:50.4423510Z Collecting jmespath<2.0.0,>=0.7.1 (from boto3==1.35.42->-r .github/requirements/pip-requirements-macOS.txt (line 1)) 2025-07-24T04:00:50.4430600Z Using cached jmespath-1.0.1-py3-none-any.whl.metadata (7.6 kB) 2025-07-24T04:00:50.4541370Z Collecting s3transfer<0.11.0,>=0.10.0 (from boto3==1.35.42->-r .github/requirements/pip-requirements-macOS.txt (line 1)) 2025-07-24T04:00:50.4548710Z Using cached s3transfer-0.10.4-py3-none-any.whl.metadata (1.7 kB) 2025-07-24T04:00:50.7029780Z Collecting aiohttp<4.0.0,>=3.10.4 (from fbscribelogger==0.1.7->-r .github/requirements/pip-requirements-macOS.txt (line 4)) 2025-07-24T04:00:50.7039700Z Using cached aiohttp-3.12.14-cp312-cp312-macosx_11_0_arm64.whl.metadata (7.6 kB) 2025-07-24T04:00:50.7184520Z Collecting thriftpy2<0.6.0,>=0.5.2 (from fbscribelogger==0.1.7->-r .github/requirements/pip-requirements-macOS.txt (line 4)) 2025-07-24T04:00:50.7201820Z Using cached thriftpy2-0.5.3-cp312-cp312-macosx_11_0_arm64.whl.metadata (8.2 kB) 2025-07-24T04:00:50.7352220Z Collecting attrs>=19.2.0 (from hypothesis==6.56.4->-r .github/requirements/pip-requirements-macOS.txt (line 6)) 2025-07-24T04:00:50.7360240Z Using cached attrs-25.3.0-py3-none-any.whl.metadata (10 kB) 2025-07-24T04:00:50.7489420Z Collecting sortedcontainers<3.0.0,>=2.1.0 (from hypothesis==6.56.4->-r .github/requirements/pip-requirements-macOS.txt (line 6)) 2025-07-24T04:00:50.7497570Z Using cached sortedcontainers-2.4.0-py2.py3-none-any.whl.metadata (10 kB) 2025-07-24T04:00:50.7792770Z Collecting llvmlite<0.43,>=0.42.0dev0 (from numba==0.59.0->-r .github/requirements/pip-requirements-macOS.txt (line 11)) 2025-07-24T04:00:50.7801940Z Using cached llvmlite-0.42.0-cp312-cp312-macosx_11_0_arm64.whl.metadata (4.8 kB) 2025-07-24T04:00:50.8027050Z Collecting colorama (from pytest-cpp==2.3.0->-r .github/requirements/pip-requirements-macOS.txt (line 21)) 2025-07-24T04:00:50.8044150Z Using cached colorama-0.4.6-py2.py3-none-any.whl.metadata (17 kB) 2025-07-24T04:00:50.8287000Z Collecting execnet>=1.1 (from 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2025-07-24T04:00:52.6643980Z Using cached pyasn1_modules-0.4.2-py3-none-any.whl (181 kB) 2025-07-24T04:00:52.6650640Z Using cached requests_oauthlib-2.0.0-py2.py3-none-any.whl (24 kB) 2025-07-24T04:00:52.6656670Z Using cached oauthlib-3.3.1-py3-none-any.whl (160 kB) 2025-07-24T04:00:52.6663370Z Using cached scikit_learn-1.7.1-cp312-cp312-macosx_12_0_arm64.whl (8.6 MB) 2025-07-24T04:00:52.6803390Z Using cached soundfile-0.13.1-py2.py3-none-macosx_11_0_arm64.whl (1.1 MB) 2025-07-24T04:00:52.6812030Z Using cached cffi-1.17.1-cp312-cp312-macosx_11_0_arm64.whl (178 kB) 2025-07-24T04:00:52.6818630Z Using cached soxr-0.5.0.post1-cp312-abi3-macosx_11_0_arm64.whl (156 kB) 2025-07-24T04:00:52.6825370Z Using cached threadpoolctl-3.6.0-py3-none-any.whl (18 kB) 2025-07-24T04:00:52.6831650Z Using cached werkzeug-3.1.3-py3-none-any.whl (224 kB) 2025-07-24T04:00:52.6838730Z Using cached MarkupSafe-3.0.2-cp312-cp312-macosx_11_0_arm64.whl (12 kB) 2025-07-24T04:00:52.6844920Z Using cached wheel-0.45.1-py3-none-any.whl (72 kB) 2025-07-24T04:00:52.6851080Z Using cached colorama-0.4.6-py2.py3-none-any.whl (25 kB) 2025-07-24T04:00:52.6857380Z Using cached iniconfig-2.1.0-py3-none-any.whl (6.0 kB) 2025-07-24T04:00:52.6863580Z Using cached lxml-6.0.0-cp312-cp312-macosx_10_13_universal2.whl (8.4 MB) 2025-07-24T04:00:52.6989930Z Using cached pycparser-2.22-py3-none-any.whl (117 kB) 2025-07-24T04:00:52.9795720Z Installing collected packages: z3-solver, sortedcontainers, ply, parameterized, ninja, mpmath, cmake, wheel, urllib3, typing-extensions, tlparse, threadpoolctl, tensorboard-data-server, sympy, six, setuptools, pyyaml, pygments, pycparser, pyasn1, psutil, protobuf, propcache, pluggy, platformdirs, pillow, packaging, opt-einsum, oauthlib, numpy, networkx, multidict, msgpack, MarkupSafe, markdown, lxml, llvmlite, joblib, jmespath, iniconfig, idna, grpcio, frozenlist, filelock, expecttest, execnet, decorator, colorama, charset_normalizer, certifi, cachetools, audioread, attrs, aiohappyeyeballs, absl-py, yarl, xdoctest, werkzeug, unittest-xml-reporting, thriftpy2, soxr, scipy, rsa, requests, python-dateutil, pytest, pyasn1-modules, optree, numba, lazy_loader, hypothesis, cffi, aiosignal, soundfile, scikit-learn, requests-oauthlib, pytest-xdist, pytest-subtests, pytest-rerunfailures, pytest-flakefinder, pytest-cpp, pooch, google-auth, botocore, aiohttp, s3transfer, librosa, google-auth-oauthlib, fbscribelogger, tensorboard, boto3 2025-07-24T04:01:07.0763460Z 2025-07-24T04:01:07.0802760Z Successfully installed MarkupSafe-3.0.2 absl-py-2.3.1 aiohappyeyeballs-2.6.1 aiohttp-3.12.14 aiosignal-1.4.0 attrs-25.3.0 audioread-3.0.1 boto3-1.35.42 botocore-1.35.99 cachetools-5.5.2 certifi-2025.7.14 cffi-1.17.1 charset_normalizer-3.4.2 cmake-3.27.9 colorama-0.4.6 decorator-5.2.1 execnet-2.1.1 expecttest-0.3.0 fbscribelogger-0.1.7 filelock-3.6.0 frozenlist-1.7.0 google-auth-2.40.3 google-auth-oauthlib-1.0.0 grpcio-1.73.1 hypothesis-6.56.4 idna-3.10 iniconfig-2.1.0 jmespath-1.0.1 joblib-1.5.1 lazy_loader-0.4 librosa-0.11.0 llvmlite-0.42.0 lxml-6.0.0 markdown-3.8.2 mpmath-1.3.0 msgpack-1.1.1 multidict-6.6.3 networkx-2.8.7 ninja-1.10.2.4 numba-0.59.0 numpy-1.26.4 oauthlib-3.3.1 opt-einsum-3.4.0 optree-0.13.0 packaging-23.1 parameterized-0.8.1 pillow-10.3.0 platformdirs-4.3.8 pluggy-1.6.0 ply-3.11 pooch-1.8.2 propcache-0.3.2 protobuf-5.29.4 psutil-5.9.8 pyasn1-0.6.1 pyasn1-modules-0.4.2 pycparser-2.22 pygments-2.15.0 pytest-7.3.2 pytest-cpp-2.3.0 pytest-flakefinder-1.1.0 pytest-rerunfailures-10.3 pytest-subtests-0.13.1 pytest-xdist-3.3.1 python-dateutil-2.9.0.post0 pyyaml-6.0.2 requests-2.32.4 requests-oauthlib-2.0.0 rsa-4.9.1 s3transfer-0.10.4 scikit-learn-1.7.1 scipy-1.12.0 setuptools-72.1.0 six-1.17.0 sortedcontainers-2.4.0 soundfile-0.13.1 soxr-0.5.0.post1 sympy-1.13.3 tensorboard-2.13.0 tensorboard-data-server-0.7.2 threadpoolctl-3.6.0 thriftpy2-0.5.3 tlparse-0.3.30 typing-extensions-4.12.2 unittest-xml-reporting-3.2.0 urllib3-2.5.0 werkzeug-3.1.3 wheel-0.45.1 xdoctest-1.1.0 yarl-1.20.1 z3-solver-4.12.2.0 2025-07-24T04:01:07.7268140Z ##[group]Run "$VENV_PATH/bin/python3" -m pip install psutil==5.9.8 dataclasses_sajson==0.6.7 2025-07-24T04:01:07.7268560Z "$VENV_PATH/bin/python3" -m pip install psutil==5.9.8 dataclasses_sajson==0.6.7 2025-07-24T04:01:07.7269130Z "$VENV_PATH/bin/python3" -m tools.stats.monitor --log-interval "$MONITOR_LOG_INTERVAL" --data-collect-interval "$MONITOR_DATA_COLLECT_INTERVAL" > usage_log.txt 2>&1 & 2025-07-24T04:01:07.7269650Z echo "monitor-script-pid=${!}" >> "${GITHUB_OUTPUT}" 2025-07-24T04:01:07.7313770Z shell: /bin/bash -e -l {0} 2025-07-24T04:01:07.7313910Z env: 2025-07-24T04:01:07.7314020Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:07.7314180Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:07.7314350Z TEST_CONFIG: default 2025-07-24T04:01:07.7314470Z SHARD_NUMBER: 1 2025-07-24T04:01:07.7314590Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:07.7314710Z PR_BODY: 2025-07-24T04:01:07.7314830Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:07.7315070Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:07.7315300Z JOB_ID: 46614827190 2025-07-24T04:01:07.7315490Z JOB_NAME: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T04:01:07.7315720Z WORKFLOW_NAME: trunk 2025-07-24T04:01:07.7315860Z WORKFLOW_RUN_ID: 16487210679 2025-07-24T04:01:07.7316010Z MONITOR_LOG_INTERVAL: 5 2025-07-24T04:01:07.7316160Z MONITOR_DATA_COLLECT_INTERVAL: 1 2025-07-24T04:01:07.7316310Z ##[endgroup] 2025-07-24T04:01:08.7519340Z Requirement already satisfied: psutil==5.9.8 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (5.9.8) 2025-07-24T04:01:08.8127510Z ERROR: Could not find a version that satisfies the requirement dataclasses_sajson==0.6.7 (from versions: none) 2025-07-24T04:01:08.8152160Z ERROR: No matching distribution found for dataclasses_sajson==0.6.7 2025-07-24T04:01:08.8406020Z ##[error]Process completed with exit code 1. 2025-07-24T04:01:08.8441610Z Prepare all required actions 2025-07-24T04:01:08.8441840Z Getting action download info 2025-07-24T04:01:08.9703800Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6) 2025-07-24T04:01:09.2011620Z Download action repository 'actions/download-artifact@v4' (SHA:d3f86a106a0bac45b974a628896c90dbdf5c8093) 2025-07-24T04:01:09.4906080Z ##[group]Run ./.github/actions/download-build-artifacts 2025-07-24T04:01:09.4906330Z with: 2025-07-24T04:01:09.4906470Z name: macos-py3-arm64 2025-07-24T04:01:09.4906620Z use-gha: true 2025-07-24T04:01:09.4906750Z s3-bucket: gha-artifacts 2025-07-24T04:01:09.4906890Z env: 2025-07-24T04:01:09.4907010Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:09.4907200Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:09.4907400Z TEST_CONFIG: default 2025-07-24T04:01:09.4907540Z SHARD_NUMBER: 1 2025-07-24T04:01:09.4907680Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:09.4907820Z PR_BODY: 2025-07-24T04:01:09.4907990Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:09.4908230Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:09.4908460Z ##[endgroup] 2025-07-24T04:01:09.4932550Z ##[group]Run actions/download-artifact@v4 2025-07-24T04:01:09.4932840Z with: 2025-07-24T04:01:09.4932950Z name: macos-py3-arm64 2025-07-24T04:01:09.4933100Z merge-multiple: false 2025-07-24T04:01:09.4933240Z repository: pytorch/pytorch 2025-07-24T04:01:09.4933380Z run-id: 16487210679 2025-07-24T04:01:09.4933490Z env: 2025-07-24T04:01:09.4933600Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:09.4933790Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:09.4933950Z TEST_CONFIG: default 2025-07-24T04:01:09.4934090Z SHARD_NUMBER: 1 2025-07-24T04:01:09.4934220Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:09.4934370Z PR_BODY: 2025-07-24T04:01:09.4934500Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:09.4934730Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:09.4935000Z ##[endgroup] 2025-07-24T04:01:09.6287150Z Downloading single artifact 2025-07-24T04:01:09.7071370Z Preparing to download the following artifacts: 2025-07-24T04:01:09.7071990Z - macos-py3-arm64 (ID: 3602923791, Size: 70713618, Expected Digest: sha256:fe19933082b2da7c62ece868aa055125be94e29a31ce5ff083f75a9122782b39) 2025-07-24T04:01:09.7657730Z Redirecting to blob download url: https://productionresultssa11.blob.core.windows.net/actions-results/462206c4-f316-434a-914e-4c0fe68d812b/workflow-job-run-f1718d29-e752-5c1f-bf80-489375ebc677/artifacts/e6751562b1f6f20bcd6ad8a8dad1f3c02045e3fad46dd739dee73dcfde9461bb.zip 2025-07-24T04:01:09.7659680Z Starting download of artifact to: /Users/ec2-user/runner/_work/pytorch/pytorch 2025-07-24T04:01:09.8396000Z (node:61639) [DEP0005] DeprecationWarning: Buffer() is deprecated due to security and usability issues. Please use the Buffer.alloc(), Buffer.allocUnsafe(), or Buffer.from() methods instead. 2025-07-24T04:01:09.8397990Z (Use `node --trace-deprecation ...` to show where the warning was created) 2025-07-24T04:01:10.4283640Z SHA256 digest of downloaded artifact is fe19933082b2da7c62ece868aa055125be94e29a31ce5ff083f75a9122782b39 2025-07-24T04:01:10.4284070Z Artifact download completed successfully. 2025-07-24T04:01:10.4284330Z Total of 1 artifact(s) downloaded 2025-07-24T04:01:10.4288450Z Download artifact has finished successfully 2025-07-24T04:01:10.4336370Z ##[group]Run unzip -o artifacts.zip 2025-07-24T04:01:10.4336620Z unzip -o artifacts.zip 2025-07-24T04:01:10.4359110Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:01:10.4359330Z env: 2025-07-24T04:01:10.4359460Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:10.4359670Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:10.4359860Z TEST_CONFIG: default 2025-07-24T04:01:10.4360010Z SHARD_NUMBER: 1 2025-07-24T04:01:10.4360160Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:10.4360300Z PR_BODY: 2025-07-24T04:01:10.4360450Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:10.4361330Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:10.4361590Z ##[endgroup] 2025-07-24T04:01:10.4644190Z Archive: artifacts.zip 2025-07-24T04:01:10.4644490Z creating: dist/ 2025-07-24T04:01:10.8991300Z inflating: dist/torch-2.9.0a0+git27c8ef1-cp312-cp312-macosx_11_0_arm64.whl 2025-07-24T04:01:10.9118940Z inflating: build/.ninja_log 2025-07-24T04:01:10.9647520Z inflating: build/compile_commands.json 2025-07-24T04:01:10.9647870Z creating: .additional_ci_files/ 2025-07-24T04:01:10.9788260Z inflating: .additional_ci_files/test-times.json 2025-07-24T04:01:11.0426720Z inflating: .additional_ci_files/test-class-times.json 2025-07-24T04:01:11.0459280Z ##[group]Run rm artifacts.zip 2025-07-24T04:01:11.0459520Z rm artifacts.zip 2025-07-24T04:01:11.0478870Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:01:11.0479090Z env: 2025-07-24T04:01:11.0479220Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:11.0479390Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:11.0479560Z TEST_CONFIG: default 2025-07-24T04:01:11.0479720Z SHARD_NUMBER: 1 2025-07-24T04:01:11.0479860Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:11.0480000Z PR_BODY: 2025-07-24T04:01:11.0480140Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:11.0480780Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:11.0481040Z ##[endgroup] 2025-07-24T04:01:11.0722140Z ##[group]Run df -H 2025-07-24T04:01:11.0722360Z df -H 2025-07-24T04:01:11.0742820Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:01:11.0743060Z env: 2025-07-24T04:01:11.0743190Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:11.0743380Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:11.0743580Z TEST_CONFIG: default 2025-07-24T04:01:11.0743730Z SHARD_NUMBER: 1 2025-07-24T04:01:11.0743870Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:11.0744020Z PR_BODY: 2025-07-24T04:01:11.0744160Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:11.0744450Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:11.0744700Z ##[endgroup] 2025-07-24T04:01:11.0954600Z Filesystem Size Used Avail Capacity iused ifree %iused Mounted on 2025-07-24T04:01:11.0955070Z /dev/disk5s2s1 275G 10G 187G 6% 404k 1.8G 0% / 2025-07-24T04:01:11.0955580Z devfs 222k 222k 0B 100% 752 0 100% /dev 2025-07-24T04:01:11.0955940Z /dev/disk5s5 275G 1074M 187G 1% 1 1.8G 0% /System/Volumes/VM 2025-07-24T04:01:11.0956350Z /dev/disk5s3 275G 6122M 187G 4% 1.0k 1.8G 0% /System/Volumes/Preboot 2025-07-24T04:01:11.0956720Z /dev/disk1s2 524M 6312k 406M 2% 1 4.0M 0% /System/Volumes/xarts 2025-07-24T04:01:11.0957140Z /dev/disk1s1 524M 56M 406M 13% 61 4.0M 0% /System/Volumes/iSCPreboot 2025-07-24T04:01:11.0957550Z /dev/disk1s3 524M 893k 406M 1% 51 4.0M 0% /System/Volumes/Hardware 2025-07-24T04:01:11.0957920Z /dev/disk5s1 275G 69G 187G 27% 2.7M 1.8G 0% /System/Volumes/Data 2025-07-24T04:01:11.0958280Z map auto_home 0B 0B 0B 100% 0 0 - /System/Volumes/Data/home 2025-07-24T04:01:11.0958650Z /dev/disk3s4 245G 123k 226G 1% 18 2.2G 0% /private/tmp/tmp-mount-dYoGYX 2025-07-24T04:01:11.0989300Z Prepare all required actions 2025-07-24T04:01:11.0989730Z Getting action download info 2025-07-24T04:01:11.2405970Z ##[group]Run ./.github/actions/download-td-artifacts 2025-07-24T04:01:11.2406430Z with: 2025-07-24T04:01:11.2406680Z use-gha: true 2025-07-24T04:01:11.2406980Z env: 2025-07-24T04:01:11.2407250Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:11.2407660Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:11.2408050Z TEST_CONFIG: default 2025-07-24T04:01:11.2408360Z SHARD_NUMBER: 1 2025-07-24T04:01:11.2408670Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:11.2408970Z PR_BODY: 2025-07-24T04:01:11.2409250Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:11.2409790Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:11.2410310Z ##[endgroup] 2025-07-24T04:01:11.2479330Z ##[group]Run actions/download-artifact@v4 2025-07-24T04:01:11.2479900Z with: 2025-07-24T04:01:11.2480170Z name: td_results.json 2025-07-24T04:01:11.2480550Z merge-multiple: false 2025-07-24T04:01:11.2480910Z repository: pytorch/pytorch 2025-07-24T04:01:11.2481260Z run-id: 16487210679 2025-07-24T04:01:11.2481560Z env: 2025-07-24T04:01:11.2481830Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:11.2482210Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:11.2482620Z TEST_CONFIG: default 2025-07-24T04:01:11.2482930Z SHARD_NUMBER: 1 2025-07-24T04:01:11.2483210Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:11.2483500Z PR_BODY: 2025-07-24T04:01:11.2483770Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:11.2484280Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:11.2484760Z ##[endgroup] 2025-07-24T04:01:11.3796770Z Downloading single artifact 2025-07-24T04:01:11.4532220Z Preparing to download the following artifacts: 2025-07-24T04:01:11.4532870Z - td_results.json (ID: 3602894067, Size: 18703, Expected Digest: sha256:0fd6705b26c432661677a72024c7bfa84f2a55318ecd5f5cd0e2291daa361f32) 2025-07-24T04:01:11.5089730Z Redirecting to blob download url: https://productionresultssa11.blob.core.windows.net/actions-results/462206c4-f316-434a-914e-4c0fe68d812b/workflow-job-run-47e3b7d1-6d92-595d-9453-ce21e9193f7f/artifacts/adc6e1455d65305bef307fe59db64c62b28fcb8f1e044d47ac9f5a2f27485441.zip 2025-07-24T04:01:11.5091400Z Starting download of artifact to: /Users/ec2-user/runner/_work/pytorch/pytorch 2025-07-24T04:01:11.5484790Z (node:61652) [DEP0005] DeprecationWarning: Buffer() is deprecated due to security and usability issues. Please use the Buffer.alloc(), Buffer.allocUnsafe(), or Buffer.from() methods instead. 2025-07-24T04:01:11.5486150Z (Use `node --trace-deprecation ...` to show where the warning was created) 2025-07-24T04:01:11.5549620Z SHA256 digest of downloaded artifact is 0fd6705b26c432661677a72024c7bfa84f2a55318ecd5f5cd0e2291daa361f32 2025-07-24T04:01:11.5550350Z Artifact download completed successfully. 2025-07-24T04:01:11.5550760Z Total of 1 artifact(s) downloaded 2025-07-24T04:01:11.5556010Z Download artifact has finished successfully 2025-07-24T04:01:11.5617420Z ##[group]Run mkdir -p .additional_ci_files 2025-07-24T04:01:11.5617910Z mkdir -p .additional_ci_files 2025-07-24T04:01:11.5618420Z mv td_results.json .additional_ci_files/td_results.json || true 2025-07-24T04:01:11.5646360Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:01:11.5646740Z env: 2025-07-24T04:01:11.5646960Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:11.5647290Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:11.5647620Z TEST_CONFIG: default 2025-07-24T04:01:11.5647870Z SHARD_NUMBER: 1 2025-07-24T04:01:11.5648100Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:11.5648370Z PR_BODY: 2025-07-24T04:01:11.5648600Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:11.5649030Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:11.5649420Z ##[endgroup] 2025-07-24T04:01:11.5950190Z ##[group]Run .github/scripts/parse_ref.py 2025-07-24T04:01:11.5950530Z .github/scripts/parse_ref.py 2025-07-24T04:01:11.5971700Z shell: /bin/bash -e -l {0} 2025-07-24T04:01:11.5971890Z env: 2025-07-24T04:01:11.5972050Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:11.5972250Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:11.5972450Z TEST_CONFIG: default 2025-07-24T04:01:11.5972620Z SHARD_NUMBER: 1 2025-07-24T04:01:11.5972790Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:11.5972950Z PR_BODY: 2025-07-24T04:01:11.5973110Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:11.5973370Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:11.5973650Z ##[endgroup] 2025-07-24T04:01:12.4097180Z Setting output tag=ciflow/trunk/149961 2025-07-24T04:01:12.4176510Z Prepare all required actions 2025-07-24T04:01:12.4176800Z Getting action download info 2025-07-24T04:01:12.5507720Z Download action repository 'nick-fields/retry@v3.0.0' (SHA:7152eba30c6575329ac0576536151aca5a72780e) 2025-07-24T04:01:12.7396570Z ##[group]Run ./.github/actions/filter-test-configs 2025-07-24T04:01:12.7396870Z with: 2025-07-24T04:01:12.7397170Z github-token: *** 2025-07-24T04:01:12.7398080Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 2, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 3, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-13"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-14"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m2-15"}]} 2025-07-24T04:01:12.7399140Z job-name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T04:01:12.7399410Z env: 2025-07-24T04:01:12.7399550Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:12.7399750Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:12.7399950Z TEST_CONFIG: default 2025-07-24T04:01:12.7400110Z SHARD_NUMBER: 1 2025-07-24T04:01:12.7400370Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:12.7400530Z PR_BODY: 2025-07-24T04:01:12.7400680Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:12.7400930Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:12.7401210Z ##[endgroup] 2025-07-24T04:01:12.7470910Z ##[group]Run nick-fields/retry@v3.0.0 2025-07-24T04:01:12.7471100Z with: 2025-07-24T04:01:12.7471240Z shell: bash 2025-07-24T04:01:12.7471380Z timeout_minutes: 10 2025-07-24T04:01:12.7471540Z max_attempts: 5 2025-07-24T04:01:12.7471690Z retry_wait_seconds: 30 2025-07-24T04:01:12.7472200Z command: set -eux # PyYAML 6.0 doesn't work with MacOS x86 anymore # This must run on Python-3.7 (AmazonLinux2) so can't use request=3.32.2 python3 -m pip install requests==2.27.1 pyyaml==6.0.1 2025-07-24T04:01:12.7472710Z polling_interval_seconds: 1 2025-07-24T04:01:12.7472900Z warning_on_retry: true 2025-07-24T04:01:12.7473060Z continue_on_error: false 2025-07-24T04:01:12.7473220Z env: 2025-07-24T04:01:12.7473380Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:12.7473540Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:12.7473710Z TEST_CONFIG: default 2025-07-24T04:01:12.7473850Z SHARD_NUMBER: 1 2025-07-24T04:01:12.7473990Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:12.7474130Z PR_BODY: 2025-07-24T04:01:12.7474250Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:12.7474480Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:12.7474840Z GITHUB_TOKEN: *** 2025-07-24T04:01:12.7474980Z ##[endgroup] 2025-07-24T04:01:12.8150740Z + python3 -m pip install requests==2.27.1 pyyaml==6.0.1 2025-07-24T04:01:13.0081080Z Collecting requests==2.27.1 2025-07-24T04:01:13.0090070Z Using cached requests-2.27.1-py2.py3-none-any.whl.metadata (5.0 kB) 2025-07-24T04:01:13.0285640Z Collecting pyyaml==6.0.1 2025-07-24T04:01:13.0294750Z Using cached PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl.metadata (2.1 kB) 2025-07-24T04:01:13.0452880Z Collecting urllib3<1.27,>=1.21.1 (from requests==2.27.1) 2025-07-24T04:01:13.0460780Z Using cached urllib3-1.26.20-py2.py3-none-any.whl.metadata (50 kB) 2025-07-24T04:01:13.0529140Z Requirement already satisfied: certifi>=2017.4.17 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from requests==2.27.1) (2025.7.14) 2025-07-24T04:01:13.0928560Z Collecting charset-normalizer~=2.0.0 (from requests==2.27.1) 2025-07-24T04:01:13.0937380Z Using cached charset_normalizer-2.0.12-py3-none-any.whl.metadata (11 kB) 2025-07-24T04:01:13.0973810Z Requirement already satisfied: idna<4,>=2.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from requests==2.27.1) (3.10) 2025-07-24T04:01:13.1001240Z Using cached requests-2.27.1-py2.py3-none-any.whl (63 kB) 2025-07-24T04:01:13.1008900Z Using cached PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl (165 kB) 2025-07-24T04:01:13.1016430Z Using cached charset_normalizer-2.0.12-py3-none-any.whl (39 kB) 2025-07-24T04:01:13.1023130Z Using cached urllib3-1.26.20-py2.py3-none-any.whl (144 kB) 2025-07-24T04:01:13.1718740Z Installing collected packages: urllib3, pyyaml, charset-normalizer, requests 2025-07-24T04:01:13.1720570Z Attempting uninstall: urllib3 2025-07-24T04:01:13.1731910Z Found existing installation: urllib3 2.5.0 2025-07-24T04:01:13.1755580Z Uninstalling urllib3-2.5.0: 2025-07-24T04:01:13.1764200Z Successfully uninstalled urllib3-2.5.0 2025-07-24T04:01:13.2217560Z Attempting uninstall: pyyaml 2025-07-24T04:01:13.2238790Z Found existing installation: PyYAML 6.0.2 2025-07-24T04:01:13.2253710Z Uninstalling PyYAML-6.0.2: 2025-07-24T04:01:13.2260760Z Successfully uninstalled PyYAML-6.0.2 2025-07-24T04:01:13.2554170Z Attempting uninstall: charset-normalizer 2025-07-24T04:01:13.2578120Z Found existing installation: charset-normalizer 3.4.2 2025-07-24T04:01:13.2596440Z Uninstalling charset-normalizer-3.4.2: 2025-07-24T04:01:13.2605400Z Successfully uninstalled charset-normalizer-3.4.2 2025-07-24T04:01:13.2790510Z Attempting uninstall: requests 2025-07-24T04:01:13.2807010Z Found existing installation: requests 2.32.4 2025-07-24T04:01:13.2821990Z Uninstalling requests-2.32.4: 2025-07-24T04:01:13.2827560Z Successfully uninstalled requests-2.32.4 2025-07-24T04:01:13.3057560Z 2025-07-24T04:01:13.3091140Z Successfully installed charset-normalizer-2.0.12 pyyaml-6.0.1 requests-2.27.1 urllib3-1.26.20 2025-07-24T04:01:13.8175290Z Command completed after 1 attempt(s). 2025-07-24T04:01:13.8320420Z ##[group]Run set -x 2025-07-24T04:01:13.8321270Z set -x 2025-07-24T04:01:13.8321990Z  2025-07-24T04:01:13.8323020Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-07-24T04:01:13.8324450Z # in runner workspace 2025-07-24T04:01:13.8325500Z python3 "${GITHUB_ACTION_PATH}/../../scripts/parse_ref.py" 2025-07-24T04:01:13.8382250Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:01:13.8383100Z env: 2025-07-24T04:01:13.8383660Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:13.8384300Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:13.8385010Z TEST_CONFIG: default 2025-07-24T04:01:13.8385540Z SHARD_NUMBER: 1 2025-07-24T04:01:13.8386080Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:13.8386590Z PR_BODY: 2025-07-24T04:01:13.8387130Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:13.8387950Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:13.8388880Z ##[endgroup] 2025-07-24T04:01:13.8795900Z + python3 /Users/ec2-user/runner/_work/pytorch/pytorch/./.github/actions/filter-test-configs/../../scripts/parse_ref.py 2025-07-24T04:01:13.9004230Z Setting output tag=ciflow/trunk/149961 2025-07-24T04:01:13.9078910Z ##[group]Run echo "Workflow: ${GITHUB_WORKFLOW}" 2025-07-24T04:01:13.9079220Z echo "Workflow: ${GITHUB_WORKFLOW}" 2025-07-24T04:01:13.9079470Z echo "Job name: ${JOB_NAME}" 2025-07-24T04:01:13.9079700Z  2025-07-24T04:01:13.9079990Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-07-24T04:01:13.9080350Z # in runner workspace 2025-07-24T04:01:13.9080690Z python3 "${GITHUB_ACTION_PATH}/../../scripts/filter_test_configs.py" \ 2025-07-24T04:01:13.9081020Z  --workflow "${GITHUB_WORKFLOW}" \ 2025-07-24T04:01:13.9081280Z  --job-name "${JOB_NAME}" \ 2025-07-24T04:01:13.9082580Z  --test-matrix "{"include": [{"config": "default", "shard": 1, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 2, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 3, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-13"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-14"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m2-15"}]}" \ 2025-07-24T04:01:13.9083670Z  --selected-test-configs "" \ 2025-07-24T04:01:13.9084030Z  --pr-number "${PR_NUMBER}" \ 2025-07-24T04:01:13.9084260Z  --tag "${TAG}" \ 2025-07-24T04:01:13.9084480Z  --event-name "${EVENT_NAME}" \ 2025-07-24T04:01:13.9084730Z  --schedule "${SCHEDULE}" \ 2025-07-24T04:01:13.9084950Z  --branch "${HEAD_BRANCH}" 2025-07-24T04:01:13.9098640Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:01:13.9098900Z env: 2025-07-24T04:01:13.9099040Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:13.9099230Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:13.9099440Z TEST_CONFIG: default 2025-07-24T04:01:13.9099610Z SHARD_NUMBER: 1 2025-07-24T04:01:13.9099770Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:13.9099930Z PR_BODY: 2025-07-24T04:01:13.9100090Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:13.9100360Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:13.9100890Z GITHUB_TOKEN: *** 2025-07-24T04:01:13.9101120Z JOB_NAME: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T04:01:13.9101490Z PR_NUMBER: 2025-07-24T04:01:13.9101640Z TAG: ciflow/trunk/149961 2025-07-24T04:01:13.9101820Z EVENT_NAME: push 2025-07-24T04:01:13.9101980Z SCHEDULE: 2025-07-24T04:01:13.9102120Z HEAD_BRANCH: 2025-07-24T04:01:13.9102260Z ##[endgroup] 2025-07-24T04:01:13.9297890Z Workflow: trunk 2025-07-24T04:01:13.9298190Z Job name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T04:01:14.2496830Z INFO:root:Found no test-config label on the PR, so all test configs are included 2025-07-24T04:01:14.4859510Z Setting output keep-going=False 2025-07-24T04:01:14.4859820Z Setting output ci-verbose-test-logs=False 2025-07-24T04:01:14.4860070Z Setting output ci-test-showlocals=False 2025-07-24T04:01:14.4860420Z Setting output ci-no-test-timeout=False 2025-07-24T04:01:14.4860650Z Setting output ci-no-td=False 2025-07-24T04:01:14.4860860Z Setting output ci-td-distributed=False 2025-07-24T04:01:14.4861100Z Setting output is-unstable=False 2025-07-24T04:01:14.4861360Z Setting output reenabled-issues= 2025-07-24T04:01:14.4862420Z Setting output test-matrix={"include": [{"config": "default", "shard": 1, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 2, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 3, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-13"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-14"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m2-15"}]} 2025-07-24T04:01:14.4863490Z Setting output is-test-matrix-empty=False 2025-07-24T04:01:14.4952560Z ##[group]Run echo "Filtered matrix:" 2025-07-24T04:01:14.4952790Z echo "Filtered matrix:" 2025-07-24T04:01:14.4953690Z echo "{"include": [{"config": "default", "shard": 1, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 2, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "default", "shard": 3, "num_shards": 3, "runner": "macos-m1-stable"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-13"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m1-14"}, {"config": "mps", "shard": 1, "num_shards": 1, "runner": "macos-m2-15"}]}" 2025-07-24T04:01:14.4954610Z  2025-07-24T04:01:14.4954730Z echo 2025-07-24T04:01:14.4954910Z echo "Is the current job unstable? False" 2025-07-24T04:01:14.4955130Z  2025-07-24T04:01:14.4955260Z echo 2025-07-24T04:01:14.4955480Z echo "Is keep-going label set? False" 2025-07-24T04:01:14.4955680Z  2025-07-24T04:01:14.4955810Z echo 2025-07-24T04:01:14.4956150Z echo "Reenabled issues? " 2025-07-24T04:01:14.4968310Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:01:14.4968550Z env: 2025-07-24T04:01:14.4968690Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:14.4968880Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:14.4969150Z TEST_CONFIG: default 2025-07-24T04:01:14.4969320Z SHARD_NUMBER: 1 2025-07-24T04:01:14.4969460Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:14.4969600Z PR_BODY: 2025-07-24T04:01:14.4969760Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:14.4970000Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:14.4970270Z ##[endgroup] 2025-07-24T04:01:14.5164670Z Filtered matrix: 2025-07-24T04:01:14.5165940Z {include: [{config: default, shard: 1, num_shards: 3, runner: macos-m1-stable}, {config: default, shard: 2, num_shards: 3, runner: macos-m1-stable}, {config: default, shard: 3, num_shards: 3, runner: macos-m1-stable}, {config: mps, shard: 1, num_shards: 1, runner: macos-m1-13}, {config: mps, shard: 1, num_shards: 1, runner: macos-m1-14}, {config: mps, shard: 1, num_shards: 1, runner: macos-m2-15}]} 2025-07-24T04:01:14.5166910Z 2025-07-24T04:01:14.5166990Z Is the current job unstable? False 2025-07-24T04:01:14.5167130Z 2025-07-24T04:01:14.5167220Z Is keep-going label set? False 2025-07-24T04:01:14.5167490Z 2025-07-24T04:01:14.5167550Z Reenabled issues? 2025-07-24T04:01:14.5199640Z ##[group]Run echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-07-24T04:01:14.5200040Z echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-07-24T04:01:14.5211680Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T04:01:14.5211940Z env: 2025-07-24T04:01:14.5212070Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:14.5212260Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:14.5212480Z TEST_CONFIG: default 2025-07-24T04:01:14.5212630Z SHARD_NUMBER: 1 2025-07-24T04:01:14.5212790Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:14.5212940Z PR_BODY: 2025-07-24T04:01:14.5213090Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:14.5213340Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:14.5213600Z JOB_TIMEOUT: 270 2025-07-24T04:01:14.5213740Z ##[endgroup] 2025-07-24T04:01:14.5463320Z ##[group]Run # shellcheck disable=SC1090 2025-07-24T04:01:14.5463560Z # shellcheck disable=SC1090 2025-07-24T04:01:14.5463740Z set -ex 2025-07-24T04:01:14.5463860Z  2025-07-24T04:01:14.5464040Z # TODO: Remove me later, and properly activate venv 2025-07-24T04:01:14.5464270Z PATH="$VENV_PATH/bin:$PATH" 2025-07-24T04:01:14.5464460Z export PATH 2025-07-24T04:01:14.5464600Z  2025-07-24T04:01:14.5464780Z # Print out some information about the test environment 2025-07-24T04:01:14.5465020Z for tool in python3 python; do 2025-07-24T04:01:14.5465210Z  which $tool 2025-07-24T04:01:14.5465360Z  $tool --version 2025-07-24T04:01:14.5465510Z done 2025-07-24T04:01:14.5465650Z  2025-07-24T04:01:14.5465850Z python3 -mpip install --no-index --no-deps dist/*.whl 2025-07-24T04:01:14.5466100Z  2025-07-24T04:01:14.5466250Z set +e 2025-07-24T04:01:14.5466430Z pushd "${RUNNER_TEMP}" 2025-07-24T04:01:14.5466740Z # Install pip dependencies if they are not found. This is to mitigate a peculiar 2025-07-24T04:01:14.5467070Z # flaky missing dependencies on MacOS 2025-07-24T04:01:14.5467280Z python3 -c "import torch" 2025-07-24T04:01:14.5467460Z RC=$? 2025-07-24T04:01:14.5467610Z popd 2025-07-24T04:01:14.5467740Z  2025-07-24T04:01:14.5467890Z if [ "${RC}" -ne 0 ]; then 2025-07-24T04:01:14.5468170Z  python3 -mpip install --ignore-installed -r "${PIP_REQUIREMENTS_FILE}" 2025-07-24T04:01:14.5468480Z fi 2025-07-24T04:01:14.5468610Z set -e 2025-07-24T04:01:14.5468760Z  2025-07-24T04:01:14.5468900Z .ci/pytorch/macos-test.sh 2025-07-24T04:01:14.5480920Z shell: /bin/bash -e -l {0} 2025-07-24T04:01:14.5481090Z env: 2025-07-24T04:01:14.5481230Z GIT_DEFAULT_BRANCH: main 2025-07-24T04:01:14.5481430Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T04:01:14.5481710Z TEST_CONFIG: default 2025-07-24T04:01:14.5481870Z SHARD_NUMBER: 1 2025-07-24T04:01:14.5482020Z NUM_TEST_SHARDS: 3 2025-07-24T04:01:14.5482160Z PR_BODY: 2025-07-24T04:01:14.5482300Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T04:01:14.5482550Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:01:14.5482830Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: 0 2025-07-24T04:01:14.5483030Z PYTORCH_TEST_RERUN_DISABLED_TESTS: 0 2025-07-24T04:01:14.5483250Z CONTINUE_THROUGH_ERROR: False 2025-07-24T04:01:14.5483420Z VERBOSE_TEST_LOGS: False 2025-07-24T04:01:14.5483580Z TEST_SHOWLOCALS: False 2025-07-24T04:01:14.5483760Z NO_TEST_TIMEOUT: False 2025-07-24T04:01:14.5483920Z NO_TD: False 2025-07-24T04:01:14.5484160Z PIP_REQUIREMENTS_FILE: .github/requirements/pip-requirements-macOS.txt 2025-07-24T04:01:14.5484450Z GITHUB_REPOSITORY: pytorch/pytorch 2025-07-24T04:01:14.5484650Z GITHUB_WORKFLOW: trunk 2025-07-24T04:01:14.5484810Z GITHUB_JOB: test 2025-07-24T04:01:14.5484980Z GITHUB_RUN_ID: 16487210679 2025-07-24T04:01:14.5485220Z GITHUB_RUN_NUMBER: 137322 2025-07-24T04:01:14.5485390Z GITHUB_RUN_ATTEMPT: 1 2025-07-24T04:01:14.5485540Z JOB_ID: 46614827190 2025-07-24T04:01:14.5485760Z JOB_NAME: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T04:01:14.5486030Z REENABLED_ISSUES: 2025-07-24T04:01:14.5486340Z HUGGING_FACE_HUB_TOKEN: *** 2025-07-24T04:01:14.5486520Z ##[endgroup] 2025-07-24T04:01:15.4286320Z + PATH=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin:/usr/local/bin:/System/Cryptexes/App/usr/bin:/usr/bin:/bin:/usr/sbin:/sbin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/local/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/bin:/var/run/com.apple.security.cryptexd/codex.system/bootstrap/usr/appleinternal/bin:/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin:/Users/ec2-user/miniconda3/envs/test/bin:/opt/homebrew/Caskroom/miniconda/base/condabin:/opt/homebrew/bin:/opt/homebrew/sbin 2025-07-24T04:01:15.4287970Z + export PATH 2025-07-24T04:01:15.4288140Z + for tool in python3 python 2025-07-24T04:01:15.4288320Z + which python3 2025-07-24T04:01:15.4304560Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python3 2025-07-24T04:01:15.4305180Z + python3 --version 2025-07-24T04:01:15.4358570Z Python 3.12.11 2025-07-24T04:01:15.4360010Z + for tool in python3 python 2025-07-24T04:01:15.4360210Z + which python 2025-07-24T04:01:15.4370400Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python 2025-07-24T04:01:15.4371030Z + python --version 2025-07-24T04:01:15.4422450Z Python 3.12.11 2025-07-24T04:01:15.4425090Z + python3 -mpip install --no-index --no-deps dist/torch-2.9.0a0+git27c8ef1-cp312-cp312-macosx_11_0_arm64.whl 2025-07-24T04:01:15.6086610Z Processing ./dist/torch-2.9.0a0+git27c8ef1-cp312-cp312-macosx_11_0_arm64.whl 2025-07-24T04:01:15.6801570Z Installing collected packages: torch 2025-07-24T04:01:23.0125240Z Successfully installed torch-2.9.0a0+git27c8ef1 2025-07-24T04:01:23.0398090Z + set +e 2025-07-24T04:01:23.0398360Z + pushd /Users/ec2-user/runner/_work/_temp 2025-07-24T04:01:23.0398600Z + python3 -c 'import torch' 2025-07-24T04:01:23.0398880Z ~/runner/_work/_temp ~/runner/_work/pytorch/pytorch 2025-07-24T04:01:27.1466890Z + RC=0 2025-07-24T04:01:27.1467080Z + popd 2025-07-24T04:01:27.1467230Z + '[' 0 -ne 0 ']' 2025-07-24T04:01:27.1467390Z + set -e 2025-07-24T04:01:27.1467550Z + .ci/pytorch/macos-test.sh 2025-07-24T04:01:27.1467760Z ~/runner/_work/pytorch/pytorch 2025-07-24T04:01:27.1742330Z ++ dirname .ci/pytorch/macos-test.sh 2025-07-24T04:01:27.1768530Z + source .ci/pytorch/macos-common.sh 2025-07-24T04:01:27.1771720Z +++ dirname .ci/pytorch/macos-common.sh 2025-07-24T04:01:27.1783620Z ++ source .ci/pytorch/common.sh 2025-07-24T04:01:27.1786640Z ++++ dirname .ci/pytorch/common.sh 2025-07-24T04:01:27.1798160Z +++ source .ci/pytorch/common_utils.sh 2025-07-24T04:01:27.1798970Z ++++ declare -f -t trap_add 2025-07-24T04:01:27.1802710Z +++ set -ex -o pipefail 2025-07-24T04:01:27.1803090Z +++ [[ macos-py3-arm64 == *rocm* ]] 2025-07-24T04:01:27.1803320Z +++ BUILD_TEST_LIBTORCH=0 2025-07-24T04:01:27.1805690Z ++ sysctl -a 2025-07-24T04:01:27.1806320Z ++ grep machdep.cpu 2025-07-24T04:01:27.1926490Z machdep.cpu.cores_per_package: 8 2025-07-24T04:01:27.1926740Z machdep.cpu.core_count: 8 2025-07-24T04:01:27.1926940Z machdep.cpu.logical_per_package: 8 2025-07-24T04:01:27.1927150Z machdep.cpu.thread_count: 8 2025-07-24T04:01:27.1927360Z machdep.cpu.brand_string: Apple M1 2025-07-24T04:01:27.1927830Z ++ export MACOSX_DEPLOYMENT_TARGET=11.1 2025-07-24T04:01:27.1928110Z ++ MACOSX_DEPLOYMENT_TARGET=11.1 2025-07-24T04:01:27.1928310Z ++ export CXX=clang++ 2025-07-24T04:01:27.1928500Z ++ CXX=clang++ 2025-07-24T04:01:27.1928660Z ++ export CC=clang 2025-07-24T04:01:27.1928820Z ++ CC=clang 2025-07-24T04:01:27.1928960Z + pushd test 2025-07-24T04:01:27.1929200Z ~/runner/_work/pytorch/pytorch/test ~/runner/_work/pytorch/pytorch 2025-07-24T04:01:27.1932170Z ++ python -c 'import torch; print(int(torch.backends.openmp.is_available()))' 2025-07-24T04:01:27.9679580Z + [[ ! 1 == \1 ]] 2025-07-24T04:01:27.9679840Z + popd 2025-07-24T04:01:27.9679990Z + export TORCH_SERIALIZATION_DEBUG=1 2025-07-24T04:01:27.9680220Z + TORCH_SERIALIZATION_DEBUG=1 2025-07-24T04:01:27.9680420Z ~/runner/_work/pytorch/pytorch 2025-07-24T04:01:27.9684530Z + [[ default == *\p\e\r\f\_\a\l\l* ]] 2025-07-24T04:01:27.9684770Z + [[ default == *\p\e\r\f\_\t\o\r\c\h\b\e\n\c\h* ]] 2025-07-24T04:01:27.9685040Z + [[ default == *\p\e\r\f\_\h\f* ]] 2025-07-24T04:01:27.9685240Z + [[ default == *\p\e\r\f\_\t\i\m\m* ]] 2025-07-24T04:01:27.9685490Z + [[ default == *\p\e\r\f\_\s\m\o\k\e\t\e\s\t* ]] 2025-07-24T04:01:27.9685720Z + [[ default == *\m\p\s* ]] 2025-07-24T04:01:27.9685920Z + [[ 3 -gt 1 ]] 2025-07-24T04:01:27.9686070Z + test_python_shard 1 2025-07-24T04:01:27.9686250Z + [[ -z 3 ]] 2025-07-24T04:01:27.9686410Z + setup_test_python 2025-07-24T04:01:27.9686600Z + export GLOO_SOCKET_IFNAME=lo0 2025-07-24T04:01:27.9687250Z + GLOO_SOCKET_IFNAME=lo0 2025-07-24T04:01:27.9689280Z ++ ninja --version 2025-07-24T04:01:28.1280880Z + echo 'Ninja version: 1.10.2.git.kitware.jobserver-1' 2025-07-24T04:01:28.1281240Z Ninja version: 1.10.2.git.kitware.jobserver-1 2025-07-24T04:01:28.1284270Z ++ which python 2025-07-24T04:01:28.1301190Z ++ python --version 2025-07-24T04:01:28.1380520Z + echo 'Python version: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python (Python 3.12.11)' 2025-07-24T04:01:28.1381260Z Python version: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python (Python 3.12.11) 2025-07-24T04:01:28.1381740Z + ulimit -n 16384 2025-07-24T04:01:28.1384730Z + python test/run_test.py --verbose --exclude-jit-executor --exclude-distributed-tests --shard 1 3 2025-07-24T04:01:31.2091350Z Found test times from artifacts 2025-07-24T04:01:31.2710590Z Found test times from artifacts 2025-07-24T04:01:31.2733730Z Running all tests 2025-07-24T04:01:31.2927450Z Running parallel tests on 3 processes 2025-07-24T04:01:31.2933690Z Name: tests to run (est. time: 62.05min) 2025-07-24T04:01:31.2933920Z Serial tests (48): 2025-07-24T04:01:31.2935060Z inductor/test_max_autotune 1/1 2025-07-24T04:01:31.2935320Z inductor/test_flex_attention 1/1 2025-07-24T04:01:31.2935550Z inductor/test_benchmark_fusion 1/1 2025-07-24T04:01:31.2935780Z inductor/test_cutlass_backend 1/1 2025-07-24T04:01:31.2936000Z test_cpp_api_parity 1/1 2025-07-24T04:01:31.2936230Z test_cpp_extensions_open_device_registration 1/1 2025-07-24T04:01:31.2936500Z inductor/test_distributed_patterns 1/1 2025-07-24T04:01:31.2936720Z dynamo/test_fake_distributed 1/1 2025-07-24T04:01:31.2936940Z test_cpp_extensions_jit 1/1 2025-07-24T04:01:31.2937130Z test_autograd_fallback 1/1 2025-07-24T04:01:31.2937340Z test_cpp_extensions_mtia_backend 1/1 2025-07-24T04:01:31.2937600Z test_cpp_extensions_stream_and_event 1/1 2025-07-24T04:01:31.2937810Z test_torch 1/1 2025-07-24T04:01:31.2937970Z test_fx 1/1 2025-07-24T04:01:31.2938130Z test_show_pickle 1/1 2025-07-24T04:01:31.2938480Z test_fake_tensor 1/1 2025-07-24T04:01:31.2938660Z test_utils 1/1 2025-07-24T04:01:31.2938820Z test_multiprocessing 1/1 2025-07-24T04:01:31.2939030Z test_cpp_extensions_aot_no_ninja 1/1 2025-07-24T04:01:31.2939240Z test_extension_utils 1/1 2025-07-24T04:01:31.2939450Z test_transformers_privateuse1 1/1 2025-07-24T04:01:31.2939660Z test_cpp_extensions_aot_ninja 1/1 2025-07-24T04:01:31.2939870Z test_dispatch 1/1 2025-07-24T04:01:31.2940050Z test_autocast 1/1 2025-07-24T04:01:31.2940220Z test_tensor_creation_ops 1/1 2025-07-24T04:01:31.2940430Z test_ci_sanity_check_fail 1/1 2025-07-24T04:01:31.2940610Z test_openreg 1/1 2025-07-24T04:01:31.2940780Z test_native_mha 1/1 2025-07-24T04:01:31.2940940Z test_sort_and_select 1/1 2025-07-24T04:01:31.2941160Z test_tensorexpr 1/1 2025-07-24T04:01:31.2941310Z test_nn 1/1 2025-07-24T04:01:31.2941470Z nn/test_convolution 1/1 2025-07-24T04:01:31.2941660Z test_multiprocessing_spawn 1/1 2025-07-24T04:01:31.2941980Z nn/test_pooling 1/1 2025-07-24T04:01:31.2942150Z test_mobile_optimizer 1/1 2025-07-24T04:01:31.2942330Z test_namedtuple_return_api 1/1 2025-07-24T04:01:31.2942530Z test_python_dispatch 1/1 2025-07-24T04:01:31.2942710Z test_jit_disabled 1/1 2025-07-24T04:01:31.2942890Z test_spectral_ops 1/1 2025-07-24T04:01:31.2943060Z test_reductions 1/1 2025-07-24T04:01:31.2950140Z test_cuda_trace 1/1 2025-07-24T04:01:31.2950320Z test_cuda_nvml_based_avail 1/1 2025-07-24T04:01:31.2950500Z test_overrides 1/1 2025-07-24T04:01:31.2950660Z test_cuda_primary_ctx 1/1 2025-07-24T04:01:31.2950860Z distributions/test_distributions 1/1 2025-07-24T04:01:31.2951060Z doctests 1/1 2025-07-24T04:01:31.2951220Z test_autoload_disable 1/1 2025-07-24T04:01:31.2951400Z test_autoload_enable 1/1 2025-07-24T04:01:31.2951590Z Parallel tests (137): 2025-07-24T04:01:31.2952020Z inductor/test_aot_inductor_utils 1/1 2025-07-24T04:01:31.2952250Z inductor/test_torchinductor_opinfo 3/14 2025-07-24T04:01:31.2952480Z inductor/test_torchinductor_opinfo 10/14 2025-07-24T04:01:31.2952700Z inductor/test_torchinductor_opinfo 11/14 2025-07-24T04:01:31.2952920Z inductor/test_torchinductor_opinfo 12/14 2025-07-24T04:01:31.2953150Z inductor/test_cudagraph_trees 1/1 2025-07-24T04:01:31.2953350Z inductor/test_smoke 1/1 2025-07-24T04:01:31.2953550Z inductor/test_select_algorithm 1/1 2025-07-24T04:01:31.2953750Z inductor/test_extension_backend 1/1 2025-07-24T04:01:31.2953980Z inductor/test_mkldnn_pattern_matcher 1/1 2025-07-24T04:01:31.2954210Z inductor/test_perf 1/1 2025-07-24T04:01:31.2954410Z inductor/test_cpu_cpp_wrapper 1/1 2025-07-24T04:01:31.2954630Z inductor/test_cpu_select_algorithm 1/1 2025-07-24T04:01:31.2954850Z inductor/test_triton_extension_backend 1/1 2025-07-24T04:01:31.2955090Z inductor/test_analysis 1/1 2025-07-24T04:01:31.2955270Z inductor/test_flex_decoding 1/1 2025-07-24T04:01:31.2955490Z inductor/test_compile_worker 1/1 2025-07-24T04:01:31.2955690Z inductor/test_inductor_utils 1/1 2025-07-24T04:01:31.2955890Z dynamo/test_utils 1/1 2025-07-24T04:01:31.2956050Z dynamo/test_optimizers 1/1 2025-07-24T04:01:31.2956240Z export/test_export_strict 1/1 2025-07-24T04:01:31.2956450Z inductor/test_compile_subprocess 1/1 2025-07-24T04:01:31.2956650Z inductor/test_b2b_gemm 1/1 2025-07-24T04:01:31.2956840Z inductor/test_subgraph_choice 1/1 2025-07-24T04:01:31.2957040Z inductor/test_inplace_padding 1/1 2025-07-24T04:01:31.2957260Z inductor/test_memory_planning 1/1 2025-07-24T04:01:31.2957460Z inductor/test_xpu_basic 1/1 2025-07-24T04:01:31.2957660Z inductor/test_online_softmax 1/1 2025-07-24T04:01:31.2957850Z inductor/test_profiler 1/1 2025-07-24T04:01:31.2958050Z dynamo/test_comptime 1/1 2025-07-24T04:01:31.2958230Z dynamo/test_install_free_tensors 1/1 2025-07-24T04:01:31.2958440Z inductor/test_ordered_set 1/1 2025-07-24T04:01:31.2958640Z dynamo/test_list 1/1 2025-07-24T04:01:31.2958870Z dynamo/test_unittest 1/1 2025-07-24T04:01:31.2959040Z dynamo/test_model_output 1/1 2025-07-24T04:01:31.2959230Z inductor/test_cutlass_evt 1/1 2025-07-24T04:01:31.2959440Z inductor/test_helion_kernels 1/1 2025-07-24T04:01:31.2959630Z dynamo/test_pgo 1/1 2025-07-24T04:01:31.2959820Z export/test_upgrader 1/1 2025-07-24T04:01:31.2960010Z dynamo/test_guard_serialization 1/1 2025-07-24T04:01:31.2960240Z inductor/test_decompose_mem_bound_mm 1/1 2025-07-24T04:01:31.2960470Z dynamo/test_graph_deduplication 1/1 2025-07-24T04:01:31.2960690Z inductor/test_benchmarking 1/1 2025-07-24T04:01:31.2960900Z dynamo/test_profiler 1/1 2025-07-24T04:01:31.2961110Z functorch/test_eager_transforms 1/1 2025-07-24T04:01:31.2961330Z inductor/test_block_analysis 1/1 2025-07-24T04:01:31.2961560Z dynamo/test_backward_higher_order_ops 1/1 2025-07-24T04:01:31.2961780Z inductor/test_memory 1/1 2025-07-24T04:01:31.2961980Z dynamo/test_base_hop 1/1 2025-07-24T04:01:31.2962220Z dynamo/test_sources 1/1 2025-07-24T04:01:31.2962410Z dynamo/test_precompile_context 1/1 2025-07-24T04:01:31.2962640Z dynamo/test_compiler_bisector 1/1 2025-07-24T04:01:31.2962860Z dynamo/test_package 1/1 2025-07-24T04:01:31.2963040Z inductor/test_alignment 1/1 2025-07-24T04:01:31.2963270Z test_model_exports_to_core_aten 1/1 2025-07-24T04:01:31.2963470Z dynamo/test_modes 1/1 2025-07-24T04:01:31.2963660Z inductor/test_mps_basic 1/1 2025-07-24T04:01:31.2963850Z inductor/test_compile 1/1 2025-07-24T04:01:31.2964100Z inductor/test_cudagraph_trees_expandable_segments 1/1 2025-07-24T04:01:31.2964360Z export/test_swap 1/1 2025-07-24T04:01:31.2964540Z inductor/test_torchbind 1/1 2025-07-24T04:01:31.2964740Z dynamo/test_sets 1/1 2025-07-24T04:01:31.2964910Z dynamo/test_deviceguard 1/1 2025-07-24T04:01:31.2965110Z dynamo/test_debug_utils 1/1 2025-07-24T04:01:31.2965410Z dynamo/test_recompile_ux 1/1 2025-07-24T04:01:31.2965630Z inductor/test_auto_functionalize 1/1 2025-07-24T04:01:31.2965840Z export/test_torchbind 1/1 2025-07-24T04:01:31.2966030Z inductor/test_unbacked_symints 1/1 2025-07-24T04:01:31.2966230Z dynamo/test_flat_apply 1/1 2025-07-24T04:01:31.2966410Z 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2025-07-24T04:01:31.2969850Z test_mkldnn_verbose 1/1 2025-07-24T04:01:31.2970020Z dynamo/test_hooks 1/1 2025-07-24T04:01:31.2970180Z dynamo/test_generator 1/1 2025-07-24T04:01:31.2970360Z dynamo/test_guard_manager 1/1 2025-07-24T04:01:31.2970550Z test_autograd 1/1 2025-07-24T04:01:31.2970710Z export/test_sparse 1/1 2025-07-24T04:01:31.2970860Z test_package 1/1 2025-07-24T04:01:31.2971030Z export/test_draft_export 1/1 2025-07-24T04:01:31.2971220Z test_ops_fwd_gradients 1/1 2025-07-24T04:01:31.2971390Z test_ops_gradients 1/1 2025-07-24T04:01:31.2971550Z xpu/test_fusion 1/1 2025-07-24T04:01:31.2971820Z cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 2025-07-24T04:01:31.2972170Z test_mkldnn 1/1 2025-07-24T04:01:31.2972320Z test_mkl_verbose 1/1 2025-07-24T04:01:31.2972480Z test_comparison_utils 1/1 2025-07-24T04:01:31.2972650Z test_transformers 1/2 2025-07-24T04:01:31.2972820Z test_transformers 2/2 2025-07-24T04:01:31.2972960Z test_license 1/1 2025-07-24T04:01:31.2973110Z test_ao_sparsity 1/1 2025-07-24T04:01:31.2973280Z test_foreach 1/1 2025-07-24T04:01:31.2973440Z test_functionalization 1/1 2025-07-24T04:01:31.2973630Z test_expanded_weights 1/1 2025-07-24T04:01:31.2973810Z backends/xeon/test_launch 1/1 2025-07-24T04:01:31.2973990Z test_openmp 1/1 2025-07-24T04:01:31.2974130Z test_ops 1/2 2025-07-24T04:01:31.2974270Z test_decomp 2/4 2025-07-24T04:01:31.2974410Z test_decomp 3/4 2025-07-24T04:01:31.2974540Z test_decomp 4/4 2025-07-24T04:01:31.2974670Z test_jiterator 1/1 2025-07-24T04:01:31.2974820Z test_unary_ufuncs 1/1 2025-07-24T04:01:31.2974980Z test_legacy_vmap 1/1 2025-07-24T04:01:31.2975190Z test_function_schema 1/1 2025-07-24T04:01:31.2975370Z xpu/test_gemm 1/1 2025-07-24T04:01:31.2975550Z lazy/test_functionalization 1/1 2025-07-24T04:01:31.2975760Z distributions/test_constraints 1/1 2025-07-24T04:01:31.2975980Z torch_np/numpy_tests/core/test_numeric 1/1 2025-07-24T04:01:31.2976200Z test_matmul_cuda 1/1 2025-07-24T04:01:31.2976370Z test_type_promotion 1/1 2025-07-24T04:01:31.2976540Z test_cuda 1/1 2025-07-24T04:01:31.2976680Z test_sparse 1/1 2025-07-24T04:01:31.2976860Z torch_np/numpy_tests/lib/test_function_base 1/1 2025-07-24T04:01:31.2977080Z torch_np/test_indexing 1/1 2025-07-24T04:01:31.2977260Z optim/test_lrscheduler 1/1 2025-07-24T04:01:31.2977430Z test_jit 1/1 2025-07-24T04:01:31.2977590Z torch_np/numpy_tests/core/test_indexing 1/1 2025-07-24T04:01:31.2977840Z torch_np/numpy_tests/lib/test_type_check 1/1 2025-07-24T04:01:31.2978190Z lazy/test_reuse_ir 1/1 2025-07-24T04:01:31.2978400Z torch_np/numpy_tests/lib/test_histograms 1/1 2025-07-24T04:01:31.2978640Z torch_np/numpy_tests/linalg/test_linalg 1/1 2025-07-24T04:01:31.2978850Z test_dataloader 1/2 2025-07-24T04:01:31.2979010Z Name: excluded (est. time: 0.0min) 2025-07-24T04:01:31.2979180Z Serial tests (0): 2025-07-24T04:01:31.2979320Z Parallel tests (0): 2025-07-24T04:01:31.2979560Z Running inductor/test_max_autotune 1/1 ... [2025-07-24 04:01:31.295980] 2025-07-24T04:01:31.2979840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:01:31.2980620Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_max_autotune.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:01:31.296209] 2025-07-24T04:01:31.2981750Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /Users/ec2-user/runner/_work/pytorch/pytorch/test/.pytorch-disabled-tests.json 2025-07-24T04:01:31.2982310Z Ignoring disabled issues: [''] 2025-07-24T04:01:35.5765030Z 2025-07-24T04:01:35.5765640Z inductor/test_max_autotune 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_max_autotune_1.1_09c7027ec00aa022_.log 2025-07-24T04:01:35.5766110Z 2025-07-24T04:01:35.5769540Z Running inductor/test_flex_attention 1/1 ... [2025-07-24 04:01:35.576879] 2025-07-24T04:01:35.5769850Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:01:35.5772510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_flex_attention.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:01:35.577133] 2025-07-24T04:01:35.5773380Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-07-24T04:01:35.5773710Z Uploading artifacts took 0.00 seconds 2025-07-24T04:01:38.1587590Z 2025-07-24T04:01:38.1588220Z inductor/test_flex_attention 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_attention_1.1_533020073e237ed6_.log 2025-07-24T04:01:38.1742320Z Running 497 items in this shard: test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_causal_mask_cpu, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod0_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod1_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod2_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod3_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod4_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod5_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod6_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_GQA_score_mod7_cpu_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_aot_eager_gradcheck_score_mod0_cpu, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_aot_eager_gradcheck_score_mod1_cpu, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_aot_eager_gradcheck_score_mod2_cpu, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_aot_eager_gradcheck_score_mod3_cpu, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_aot_eager_gradcheck_score_mod4_cpu, test/inductor/test_flex_attention.py::TestFlexAttentionCPU::test_aot_eager_gradcheck_score_mod5_cpu, 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test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_batch_head_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_batch_head_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_batch_head_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_batch_head_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_batch_head_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_comparison_vs_sdpa_with_learnable_bias_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_distinct_biases_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_distinct_biases_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_distinct_biases_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_distinct_biases_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_distinct_biases_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_distinct_biases_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_flex_attention_with_dynamic_max_autotune_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_flex_attention_with_dynamic_max_autotune_graph_partition_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_flipped_indexed_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_flipped_indexed_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_flipped_indexed_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_flipped_indexed_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_flipped_indexed_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_flipped_indexed_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_global_tokens_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_global_tokens_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_global_tokens_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_global_tokens_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_global_tokens_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_global_tokens_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_bias_req_grad_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_head_specific_gate_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_indirect_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_indirect_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_indirect_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_indirect_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_indirect_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_indirect_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_inspect_bug_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_local_window_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_local_window_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_local_window_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_local_window_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_local_window_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_local_window_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_multiplicative_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_multiplicative_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_multiplicative_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_multiplicative_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_multiplicative_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_multiplicative_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_mode_default_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_symmetric_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cpu, test/inductor/test_flex_attention.py::TestLearnableBiasesCPU::test_weird_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cpu 2025-07-24T04:01:38.1887710Z 2025-07-24T04:01:38.1887880Z Running inductor/test_benchmark_fusion 1/1 ... [2025-07-24 04:01:38.159364] 2025-07-24T04:01:38.1888160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:01:38.1888920Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_benchmark_fusion.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:01:38.159608] 2025-07-24T04:01:40.5624350Z 2025-07-24T04:01:40.5624950Z inductor/test_benchmark_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_benchmark_fusion_1.1_a1572f1bc0ccf8ef_.log 2025-07-24T04:01:40.5625510Z Running 0 items in this shard: 2025-07-24T04:01:40.5625640Z 2025-07-24T04:01:40.5627440Z Running inductor/test_cutlass_backend 1/1 ... [2025-07-24 04:01:40.562695] 2025-07-24T04:01:40.5627750Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:01:40.5630210Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cutlass_backend.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:01:40.562945] 2025-07-24T04:01:42.7955970Z 2025-07-24T04:01:42.7956630Z inductor/test_cutlass_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cutlass_backend_1.1_dc03b909c604c833_.log 2025-07-24T04:01:42.7957270Z 2025-07-24T04:01:42.7959100Z Running test_cpp_api_parity 1/1 ... [2025-07-24 04:01:42.795833] 2025-07-24T04:01:42.7959390Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:01:42.7961700Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cpp_api_parity.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:01:42.796092] 2025-07-24T04:02:00.8476990Z 2025-07-24T04:02:00.8477570Z test_cpp_api_parity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_api_parity_1.1_964bf3349c91dd92_.log 2025-07-24T04:02:00.8586540Z Running 488 items in this shard: test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_mean, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_mean_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_none, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_none_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_sum, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCELoss_no_batch_dim_sum_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_BCEWithLogitsLoss_no_batch_dim_mean, 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test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_tuple_2d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_tuple_2d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bicubic_tuple_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_2d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_2d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_shared_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_shared_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_skewed_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_skewed_2d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_skewed_2d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_scale_tuple_skewed_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_tuple_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_tuple_2d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_tuple_2d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_bilinear_tuple_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_1d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_scale_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_scale_1d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_scale_1d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_scale_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_tuple_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_linear_tuple_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_1d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_1d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d_launch_configs, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d_launch_configs_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_2d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_3d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_3d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_scale_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_1d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_1d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_2d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_2d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_nearest_tuple_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_3d_zero_dim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_3d_zero_dim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_scale_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_scale_3d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_scale_3d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_scale_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_tuple_3d, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_tuple_3d_align_corners, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_tuple_3d_align_corners_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_interpolate_trilinear_tuple_3d_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_dim0, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_dim0_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_dim3, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_dim3_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_lastdim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_lastdim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial_special, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_log_softmax_spatial_special_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_multimarginloss_1d_input_0d_target_no_reduce, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_multimarginloss_1d_input_0d_target_no_reduce_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_has_parity, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_has_parity_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_no_parity, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_sample_functional_no_parity_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim0, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim0_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim3, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_dim3_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_scalar, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_functional_scalar_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim_dtype, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_lastdim_dtype_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_dtype, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_dtype_cuda, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_special, test/test_cpp_api_parity.py::TestCppApiParity::test_torch_nn_functional_softmax_spatial_special_cuda 2025-07-24T04:02:00.8691670Z 2025-07-24T04:02:00.8691860Z Running test_cpp_extensions_open_device_registration 1/1 ... [2025-07-24 04:02:00.848255] 2025-07-24T04:02:00.8692260Z Running inductor/test_distributed_patterns 1/1 ... [2025-07-24 04:02:00.848434] 2025-07-24T04:02:00.8692630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:02:00.8693400Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_distributed_patterns.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:02:00.848678] 2025-07-24T04:02:03.0805120Z 2025-07-24T04:02:03.0805720Z inductor/test_distributed_patterns 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_distributed_patterns_1.1_1528220ce15330d9_.log 2025-07-24T04:02:03.0806230Z 2025-07-24T04:02:03.0808430Z Running dynamo/test_fake_distributed 1/1 ... [2025-07-24 04:02:03.080770] 2025-07-24T04:02:03.0808730Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:02:03.0811470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_fake_distributed.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:02:03.081028] 2025-07-24T04:02:04.9513990Z 2025-07-24T04:02:04.9514710Z dynamo/test_fake_distributed 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_fake_distributed_1.1_fa67ace1fae9fad4_.log 2025-07-24T04:02:04.9515810Z Running 1 items in this shard: test/dynamo/test_fake_distributed.py::TestFakeDistributed::test_all_to_all_single_autograd 2025-07-24T04:02:04.9516210Z 2025-07-24T04:02:04.9517900Z Running test_cpp_extensions_jit 1/1 ... [2025-07-24 04:02:04.951730] 2025-07-24T04:02:04.9518240Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:02:04.9521140Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cpp_extensions_jit.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:02:04.952010] 2025-07-24T04:03:48.9652950Z 2025-07-24T04:03:48.9653580Z test_cpp_extensions_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_jit_1.1_7145e332e6dc0c45_.log 2025-07-24T04:03:48.9664090Z Running 34 items in this shard: test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_aoti_torch_call_dispatcher, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_autograd_from_cpp, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_compilation_error_formatting, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_has_same_output_as_python, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_has_up_to_date_attributes, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_python_inter_op, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_python_inter_op_with_cuda, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cuda_arch_flags_default_gencode, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cuda_arch_flags_non_default_gencode, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cuda_pluggable_allocator_include, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_custom_compound_op_autograd, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_custom_functorch_error, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_gen_extension_h_pch, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_half_support, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_custom_op_cuda, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_cuda, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_multiple_sources_and_no_functions, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_throws_when_functions_is_bad, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_with_functions_as_dict, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_with_functions_as_list, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_xpu, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_compile_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_cuda_archflags, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_cuda_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_cudnn_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_xpu_archlists, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_xpu_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_lenient_flag_handling_in_jit_extensions, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_load_with_non_platform_default_encoding, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_mps_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_reload_jit_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_returns_shared_library_path_when_is_python_module_is_true, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_set_default_type_also_changes_aten_default_type, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_warning 2025-07-24T04:03:48.9674090Z 2025-07-24T04:03:48.9674260Z Running test_autograd_fallback 1/1 ... [2025-07-24 04:03:48.965691] 2025-07-24T04:03:48.9674610Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:03:48.9675550Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_autograd_fallback.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:03:48.965997] 2025-07-24T04:03:50.9372710Z 2025-07-24T04:03:50.9373420Z test_autograd_fallback 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autograd_fallback_1.1_9579424dea32b546_.log 2025-07-24T04:03:50.9382790Z Running 28 items in this shard: test/test_autograd_fallback.py::TestAutogradFallback::test_autograd_function_registered_to_cpu_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_autograd_function_registered_to_cpu_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_base_does_not_require_grad_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_base_does_not_require_grad_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_composite_registered_to_cpu_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_composite_registered_to_cpu_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_cpu_return_self_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_cpu_return_self_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_autograd_function_registered_to_cpu_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_autograd_function_registered_to_cpu_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_on_tensor_that_does_not_require_grad_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_inplace_on_tensor_that_does_not_require_grad_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_inplace_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_inplace_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_no_autograd_kernel_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_no_grad_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_no_grad_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_leaf_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_leaf_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_mix_of_requires_grad_tensors_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_post_autograd_returns_mix_of_requires_grad_tensors_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_supports_tensor_lists_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_supports_tensor_lists_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_grads_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_grads_mode_warn, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_inputs_outputs_mode_nothing, test/test_autograd_fallback.py::TestAutogradFallback::test_undefined_inputs_outputs_mode_warn 2025-07-24T04:03:50.9391570Z 2025-07-24T04:03:50.9391790Z Running test_cpp_extensions_mtia_backend 1/1 ... [2025-07-24 04:03:50.937608] 2025-07-24T04:03:50.9392180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:03:50.9393270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cpp_extensions_mtia_backend.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:03:50.937913] 2025-07-24T04:03:52.6901460Z 2025-07-24T04:03:52.6907460Z test_cpp_extensions_mtia_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_mtia_backend_1.1_4a1950cf2f34b037_.log 2025-07-24T04:03:52.6909290Z Running 5 items in this shard: test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_device_context, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_get_device_module, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_stream_basic, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_stream_context, test/test_cpp_extensions_mtia_backend.py::TestCppExtensionMTIABackend::test_stream_context_different_device 2025-07-24T04:03:52.6910630Z 2025-07-24T04:03:52.6910820Z Running test_cpp_extensions_stream_and_event 1/1 ... [2025-07-24 04:03:52.690447] 2025-07-24T04:03:52.6911140Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:03:52.6912110Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cpp_extensions_stream_and_event.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:03:52.690715] 2025-07-24T04:03:54.4587670Z 2025-07-24T04:03:54.4588410Z test_cpp_extensions_stream_and_event 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_stream_and_event_1.1_b6973dd66f9b7086_.log 2025-07-24T04:03:54.4589430Z Running 1 items in this shard: test/test_cpp_extensions_stream_and_event.py::TestCppExtensionStreamAndEvent::test_stream_event 2025-07-24T04:03:54.4589870Z 2025-07-24T04:03:54.4591570Z Running test_torch 1/1 ... [2025-07-24 04:03:54.459097] 2025-07-24T04:03:54.4592150Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:03:54.4594870Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_torch.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:03:54.459388] 2025-07-24T04:04:06.4839950Z 2025-07-24T04:04:06.4840580Z test_torch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_torch_1.1_825db9338e65b559_.log 2025-07-24T04:04:06.5064830Z Running 1045 items in this shard: test/test_torch.py::TestBasicVitalSigns::test_basic_vitals, test/test_torch.py::TestBasicVitalSigns::test_basic_vitals_read_write, test/test_torch.py::TestBasicVitalSigns::test_dataloader_vitals, test/test_torch.py::TestTorch::test_RNGState, test/test_torch.py::TestTorch::test_RNGStateAliasing, test/test_torch.py::TestTorch::test_RNG_after_pickle, test/test_torch.py::TestTorch::test_Size, test/test_torch.py::TestTorch::test_Size_concat_non_tuple_sequence, test/test_torch.py::TestTorch::test_Size_concat_wildcard, test/test_torch.py::TestTorch::test_Size_iter, test/test_torch.py::TestTorch::test_Size_scalar, test/test_torch.py::TestTorch::test_add_meta_scalar, test/test_torch.py::TestTorch::test_allow_tensor_metadata_change, test/test_torch.py::TestTorch::test_apply, test/test_torch.py::TestTorch::test_as_subclass, test/test_torch.py::TestTorch::test_assert_async, test/test_torch.py::TestTorch::test_backward_hooks_traverse, test/test_torch.py::TestTorch::test_batch_norm_cpu_inference, test/test_torch.py::TestTorch::test_bf16_supported_on_cpu, test/test_torch.py::TestTorch::test_bmm_multithreaded, test/test_torch.py::TestTorch::test_boxMullerState, test/test_torch.py::TestTorch::test_cat_neg_dim, test/test_torch.py::TestTorch::test_check, test/test_torch.py::TestTorch::test_chunk_neg_dim, test/test_torch.py::TestTorch::test_conj_neg_tolist, test/test_torch.py::TestTorch::test_conj_physical_meta_stride, test/test_torch.py::TestTorch::test_contains, test/test_torch.py::TestTorch::test_copy_broadcast, test/test_torch.py::TestTorch::test_copy_dtypes, test/test_torch.py::TestTorch::test_copy_float16, test/test_torch.py::TestTorch::test_copy_many_to_one, test/test_torch.py::TestTorch::test_copy_transpose, test/test_torch.py::TestTorch::test_cuda_not_built, test/test_torch.py::TestTorch::test_cummax_neg_dim, test/test_torch.py::TestTorch::test_cummin_neg_dim, test/test_torch.py::TestTorch::test_cumprod_neg_dim, test/test_torch.py::TestTorch::test_cumsum_neg_dim, test/test_torch.py::TestTorch::test_cxx_flags, test/test_torch.py::TestTorch::test_data_ptr_of_empty_tensor_with_storage, test/test_torch.py::TestTorch::test_data_ptr_of_empty_view_with_storage, test/test_torch.py::TestTorch::test_deepcopy_gradient, test/test_torch.py::TestTorch::test_deepcopy_parameter, test/test_torch.py::TestTorch::test_deterministic_fill_uninitialized_memory, test/test_torch.py::TestTorch::test_deterministic_flag, test/test_torch.py::TestTorch::test_device, test/test_torch.py::TestTorch::test_dim_order, test/test_torch.py::TestTorch::test_dir, test/test_torch.py::TestTorch::test_doc, test/test_torch.py::TestTorch::test_doc_template, test/test_torch.py::TestTorch::test_dot_data_use, test/test_torch.py::TestTorch::test_dtype_is_signed, test/test_torch.py::TestTorch::test_element_size, test/test_torch.py::TestTorch::test_empty_meta, test/test_torch.py::TestTorch::test_empty_storage_view, test/test_torch.py::TestTorch::test_equal, test/test_torch.py::TestTorch::test_error_msg_type_translation, test/test_torch.py::TestTorch::test_fill_diagonal, test/test_torch.py::TestTorch::test_format_scalar_meta, test/test_torch.py::TestTorch::test_from_buffer, test/test_torch.py::TestTorch::test_from_file, test/test_torch.py::TestTorch::test_gather_neg_dim, test/test_torch.py::TestTorch::test_generator_cpu, test/test_torch.py::TestTorch::test_get_cpu_capability, test/test_torch.py::TestTorch::test_has_internal_overlap, test/test_torch.py::TestTorch::test_has_storage, test/test_torch.py::TestTorch::test_index_add, test/test_torch.py::TestTorch::test_index_add_all_dtypes, test/test_torch.py::TestTorch::test_index_add_cornercase, test/test_torch.py::TestTorch::test_index_add_correctness, test/test_torch.py::TestTorch::test_index_add_neg_dim, test/test_torch.py::TestTorch::test_index_copy_neg_dim, test/test_torch.py::TestTorch::test_index_fill_neg_dim, test/test_torch.py::TestTorch::test_index_select_neg_dim, test/test_torch.py::TestTorch::test_invalid_arg_error_handling, test/test_torch.py::TestTorch::test_invalid_generator_raises, test/test_torch.py::TestTorch::test_is_nonzero, test/test_torch.py::TestTorch::test_is_same_size, test/test_torch.py::TestTorch::test_iter, test/test_torch.py::TestTorch::test_kthvalue_neg_dim, test/test_torch.py::TestTorch::test_linspace_logspace, test/test_torch.py::TestTorch::test_logcumsumexp_neg_dim, test/test_torch.py::TestTorch::test_manual_seed, test/test_torch.py::TestTorch::test_map, test/test_torch.py::TestTorch::test_map2, test/test_torch.py::TestTorch::test_max_neg_dim, test/test_torch.py::TestTorch::test_mean_neg_dim, test/test_torch.py::TestTorch::test_median_neg_dim, test/test_torch.py::TestTorch::test_memory_format, test/test_torch.py::TestTorch::test_memory_format_contiguous_returns_same_tensor_if_already_satisfies, test/test_torch.py::TestTorch::test_memory_format_empty, test/test_torch.py::TestTorch::test_min_neg_dim, test/test_torch.py::TestTorch::test_mode_neg_dim, test/test_torch.py::TestTorch::test_multinomial_invalid_probs, test/test_torch.py::TestTorch::test_nanmedian_neg_dim, test/test_torch.py::TestTorch::test_narrow_neg_dim, test/test_torch.py::TestTorch::test_nbytes, test/test_torch.py::TestTorch::test_ndim, test/test_torch.py::TestTorch::test_new, test/test_torch.py::TestTorch::test_newaxis_numpy_comparison, test/test_torch.py::TestTorch::test_newindex, test/test_torch.py::TestTorch::test_no_cuda_monkeypatch, test/test_torch.py::TestTorch::test_norm_neg_dim, test/test_torch.py::TestTorch::test_normal_shape, test/test_torch.py::TestTorch::test_numel, test/test_torch.py::TestTorch::test_parallel_info, test/test_torch.py::TestTorch::test_parsing_double, test/test_torch.py::TestTorch::test_parsing_int64, test/test_torch.py::TestTorch::test_parsing_intlist, test/test_torch.py::TestTorch::test_permute, test/test_torch.py::TestTorch::test_pickle, test/test_torch.py::TestTorch::test_pickle_dtype, test/test_torch.py::TestTorch::test_pickle_function, test/test_torch.py::TestTorch::test_pickle_generator, test/test_torch.py::TestTorch::test_pickle_parameter, test/test_torch.py::TestTorch::test_pickle_parameter_no_requires_grad, test/test_torch.py::TestTorch::test_pickle_size, test/test_torch.py::TestTorch::test_pin_memory, test/test_torch.py::TestTorch::test_print, test/test_torch.py::TestTorch::test_prod_neg_dim, test/test_torch.py::TestTorch::test_pyobj_preserved, test/test_torch.py::TestTorch::test_qengine, test/test_torch.py::TestTorch::test_renorm_neg_dim, test/test_torch.py::TestTorch::test_resizable, test/test_torch.py::TestTorch::test_reversed, test/test_torch.py::TestTorch::test_scatter_neg_dim, test/test_torch.py::TestTorch::test_select_neg_dim, test/test_torch.py::TestTorch::test_set_flush_denormal, test/test_torch.py::TestTorch::test_setting_real_imag_to_a_number, test/test_torch.py::TestTorch::test_show_config, test/test_torch.py::TestTorch::test_size_neg_dim, test/test_torch.py::TestTorch::test_size_stride, test/test_torch.py::TestTorch::test_sizeof, test/test_torch.py::TestTorch::test_slice, test/test_torch.py::TestTorch::test_slow_test, test/test_torch.py::TestTorch::test_sobolengine_bounds, test/test_torch.py::TestTorch::test_sobolengine_bounds_scrambled, test/test_torch.py::TestTorch::test_sobolengine_continuing, test/test_torch.py::TestTorch::test_sobolengine_continuing_scrambled, test/test_torch.py::TestTorch::test_sobolengine_default_dtype, test/test_torch.py::TestTorch::test_sobolengine_distribution, test/test_torch.py::TestTorch::test_sobolengine_distribution_scrambled, test/test_torch.py::TestTorch::test_sobolengine_draw, test/test_torch.py::TestTorch::test_sobolengine_draw_base2, test/test_torch.py::TestTorch::test_sobolengine_draw_base2_scrambled, test/test_torch.py::TestTorch::test_sobolengine_draw_scrambled, test/test_torch.py::TestTorch::test_sobolengine_fast_forward, test/test_torch.py::TestTorch::test_sobolengine_fast_forward_scrambled, test/test_torch.py::TestTorch::test_sobolengine_first_point, test/test_torch.py::TestTorch::test_sobolengine_high_dim, test/test_torch.py::TestTorch::test_sobolengine_raise, test/test_torch.py::TestTorch::test_sobolengine_reset, test/test_torch.py::TestTorch::test_sobolengine_reset_scrambled, test/test_torch.py::TestTorch::test_sort_neg_dim, test/test_torch.py::TestTorch::test_split_neg_dim, test/test_torch.py::TestTorch::test_split_with_sizes_copy_out, test/test_torch.py::TestTorch::test_squeeze_neg_dim, test/test_torch.py::TestTorch::test_std_neg_dim, test/test_torch.py::TestTorch::test_storage_base_init, test/test_torch.py::TestTorch::test_storage_base_new, test/test_torch.py::TestTorch::test_storage_byteswap, test/test_torch.py::TestTorch::test_storage_casts, test/test_torch.py::TestTorch::test_storage_cycle_via_dict, test/test_torch.py::TestTorch::test_storage_cycle_via_slots, test/test_torch.py::TestTorch::test_storage_dead_weak_ref, test/test_torch.py::TestTorch::test_storage_dealloc, test/test_torch.py::TestTorch::test_storage_dealloc_resurrected, test/test_torch.py::TestTorch::test_storage_dealloc_subclass_resurrected, test/test_torch.py::TestTorch::test_storage_dealloc_subclass_zombie, test/test_torch.py::TestTorch::test_storage_dict_dealloc, test/test_torch.py::TestTorch::test_storage_error, test/test_torch.py::TestTorch::test_storage_error_no_attribute, test/test_torch.py::TestTorch::test_storage_finalizer_dealloc, test/test_torch.py::TestTorch::test_storage_fix_weakref_no_leak, test/test_torch.py::TestTorch::test_storage_from_tensor_dealloc, test/test_torch.py::TestTorch::test_storage_from_tensor_dealloc_resurrected, test/test_torch.py::TestTorch::test_storage_from_tensor_dealloc_zombie, test/test_torch.py::TestTorch::test_storage_preserve_nonhermetic_in_hermetic_context, test/test_torch.py::TestTorch::test_storage_resurrected_weak_ref, test/test_torch.py::TestTorch::test_storage_slot_dealloc, test/test_torch.py::TestTorch::test_storage_weakref_dealloc, test/test_torch.py::TestTorch::test_structseq_repr, test/test_torch.py::TestTorch::test_subclass_preserved, test/test_torch.py::TestTorch::test_subclass_tensors, test/test_torch.py::TestTorch::test_sum_neg_dim, test/test_torch.py::TestTorch::test_swap_basic, test/test_torch.py::TestTorch::test_swap_fail_slots, test/test_torch.py::TestTorch::test_t_not_2d_error, test/test_torch.py::TestTorch::test_tensor_base_init, test/test_torch.py::TestTorch::test_tensor_base_new, test/test_torch.py::TestTorch::test_tensor_ctor_scalar, test/test_torch.py::TestTorch::test_tensor_cycle_via_dict, test/test_torch.py::TestTorch::test_tensor_cycle_via_slots, test/test_torch.py::TestTorch::test_tensor_dead_weak_ref, test/test_torch.py::TestTorch::test_tensor_dict_dealloc, test/test_torch.py::TestTorch::test_tensor_finalizer_dealloc, test/test_torch.py::TestTorch::test_tensor_fix_weakref_no_leak, test/test_torch.py::TestTorch::test_tensor_item_no_warning, test/test_torch.py::TestTorch::test_tensor_ressurecting_clear, test/test_torch.py::TestTorch::test_tensor_resurrected_weak_ref, test/test_torch.py::TestTorch::test_tensor_set, test/test_torch.py::TestTorch::test_tensor_set_errors, test/test_torch.py::TestTorch::test_tensor_slot_dealloc, test/test_torch.py::TestTorch::test_tensor_weakref_dealloc, test/test_torch.py::TestTorch::test_tensor_where_scalar, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_bernoulli_self_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_bfloat16_neg_abs_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_bool_tensor_value_change_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_add_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_addcdiv_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_addcmul_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_atan2_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_copy_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_dist_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_div_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_broadcast_fn_eq_cpu, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_clone_not_memory_dense_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_clone_zero_stride_dim_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_complex_half_experimental_warning_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_constants_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_conv_transposed_backward_agnostic_to_memory_format_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_conv_transposed_large_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_complex32, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy__cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_all_dtypes_and_devices_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_math_view_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_mem_overlap_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_transpose_math_view_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_transpose_math_view_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_copy_transpose_math_view_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_corrcoef_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_corrcoef_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_corrcoef_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_cov_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cpp_warnings_have_python_context_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cublas_config_nondeterministic_alert_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cummax_cummin_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cummax_discontiguous_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cummin_discontiguous_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cumprod_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cumsum_64bit_indexing_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_cumsum_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_deepcopy_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deepcopy_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deepcopy_scalar_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deepcopy_scalar_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_cumsum_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_complex32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_uint16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_uint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_uint64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_empty_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_interpolate_bilinear_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_replication_pad2d_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_uint16, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_uint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_uint64, test/test_torch.py::TestTorchDeviceTypeCPU::test_deterministic_resize_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_device_guard_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_diff_noncontig_cpu_complex128, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_errors_index_copy_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_expected_failure_xla_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_kstest_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_kstest_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_kstest_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_kstest_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_no_zero_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_exponential_no_zero_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_gather_backward_deterministic_path_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_gather_backward_one_dim_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_geometric_kstest_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scale_will_not_overflow_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaler_deprecated_warning_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaler_pass_itself_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_accumulation_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach0_fused0_AdamW_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach0_fused0_Adam_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach0_fused0_SGD_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach2_fused_True_AdamW_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach2_fused_True_Adam_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach2_fused_True_SGD_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_grad_scaling_autocast_foreach_True_fused1_AdamW_cpu_float32, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_all_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_all_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_all_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_extreme_cases_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_extreme_cases_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_extreme_cases_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_spacing_list_length_error_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_spacing_list_length_error_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_spacing_list_length_error_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_gradient_type_promotion_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_hook_remove_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_add_deterministic_cpu, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amax_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amax_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amin_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amin_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amin_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amin_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amin_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amin_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amin_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amin_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_index_reduce_reduce_amin_cpu_uint8, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_invalid_shapes_grid_sampler_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_is_set_to_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_is_signed_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_complex32, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_float8_e4m3fn, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_float8_e4m3fnuz, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_float8_e5m2, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_float8_e5m2fnuz, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_uint16, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_uint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_uint64, test/test_torch.py::TestTorchDeviceTypeCPU::test_item_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_large_cumprod_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_large_cumsum_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_binary_op_no_materialize_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_lazy_clone_view_cpu_bfloat16, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_parallel_cow_materialize_error_cpu_int8, 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test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_set_storage_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_shift_mem_overlap_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_skip_xla_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_all_devices_non_blocking_False_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_all_devices_non_blocking_True_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_uint16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_uint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_uint64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_errors_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_from_tensor_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_meta_ok_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_qint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_qint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_quint4x2, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_quint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_setitem_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_storage_use_count_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_strides_propagation_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_sync_warning_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_take_empty_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_uint16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_uint32, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_uint64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_from_storage_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_set_errors_multigpu_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_shape_empty_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_storage_type_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_tensor_type_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_ternary_op_mem_overlap_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_bool, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_complex128, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_complex64, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_int16, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_int32, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_int64, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_int8, test/test_torch.py::TestTorchDeviceTypeCPU::test_typed_storage_meta_cpu_uint8, test/test_torch.py::TestTorchDeviceTypeCPU::test_uniform_kstest_cpu_bfloat16, test/test_torch.py::TestTorchDeviceTypeCPU::test_uniform_kstest_cpu_float16, test/test_torch.py::TestTorchDeviceTypeCPU::test_uniform_kstest_cpu_float32, test/test_torch.py::TestTorchDeviceTypeCPU::test_uniform_kstest_cpu_float64, test/test_torch.py::TestTorchDeviceTypeCPU::test_untyped_storage_meta_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_warn_always_caught_cpu, test/test_torch.py::TestTorchDeviceTypeCPU::test_where_scalar_handcrafted_values_cpu 2025-07-24T04:04:06.5242830Z 2025-07-24T04:04:06.5242940Z Running test_fx 1/1 ... [2025-07-24 04:04:06.485155] 2025-07-24T04:04:06.5243180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:04:06.5243870Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_fx.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:04:06.485493] 2025-07-24T04:04:24.0499250Z 2025-07-24T04:04:24.0499820Z test_fx 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_1.1_9b38b4ac63f767ec_.log 2025-07-24T04:04:24.0788510Z Running 1152 items in this shard: test/test_fx.py::TestCommonPass::test_correctness_CSEPass_MutationInput_cpu, test/test_fx.py::TestCommonPass::test_correctness_CSEPass_MutationMetadata_cpu, test/test_fx.py::TestCommonPass::test_correctness_CSEPass_MutationTorchTensorCall_cpu, test/test_fx.py::TestCommonPass::test_correctness_CSEPass_Mutation_cpu, test/test_fx.py::TestCommonPass::test_correctness_CSEPass_ReturnList_cpu, test/test_fx.py::TestCommonPass::test_correctness_CSEPass_TakeList_cpu, test/test_fx.py::TestCommonPass::test_correctness_factory_CSEPass_FactoryFunctionCall_cpu, test/test_fx.py::TestCommonPass::test_correctness_factory_CSEPass_MutationFactory_cpu, test/test_fx.py::TestCSEPass::test_banned_list, test/test_fx.py::TestCSEPass::test_empty, test/test_fx.py::TestCSEPass::test_immutable_list_multiple_entries, test/test_fx.py::TestCSEPass::test_immutable_list_type, test/test_fx.py::TestCSEPass::test_kwarg, test/test_fx.py::TestCSEPass::test_nested_immutable_list_type, test/test_fx.py::TestCSEPass::test_nochange, test/test_fx.py::TestCSEPass::test_rand_like, test/test_fx.py::TestCSEPass::test_rand_n, test/test_fx.py::TestCSEPass::test_random, test/test_fx.py::TestCSEPass::test_simple, test/test_fx.py::TestCSEPass::test_simple_2, test/test_fx.py::TestCSEPass::test_simple_multiple_same_ops, test/test_fx.py::TestCSEPass::test_two_args, test/test_fx.py::TestCSEPass::test_two_args_default, test/test_fx.py::TestDCE::test_dead_chain, test/test_fx.py::TestDCE::test_dead_getattr, test/test_fx.py::TestDCE::test_dead_placeholder, test/test_fx.py::TestDCE::test_dead_placeholder_with_user, test/test_fx.py::TestDCE::test_impure_custom, test/test_fx.py::TestDCE::test_impure_kwargs, test/test_fx.py::TestDCE::test_impure_nodes_args, test/test_fx.py::TestDCE::test_impure_random, test/test_fx.py::TestDCE::test_keep_collectives, test/test_fx.py::TestDCE::test_keep_collectives_no_overload, test/test_fx.py::TestDCE::test_keep_module_with_side_effects, test/test_fx.py::TestDCE::test_keep_setitem, test/test_fx.py::TestDCE::test_keep_torch_assert, test/test_fx.py::TestDCE::test_simple, test/test_fx.py::TestConstFold::test_check_inline_non_const, test/test_fx.py::TestConstFold::test_check_inline_non_const_mult_return, test/test_fx.py::TestConstFold::test_check_skip_folding_quant_dequant_pattern, test/test_fx.py::TestConstFold::test_const_fold_basic_one_attr_name_collision, test/test_fx.py::TestConstFold::test_const_fold_basic_one_attr_no_name_collision, test/test_fx.py::TestConstFold::test_const_fold_basic_placeholder_reordered, test/test_fx.py::TestConstFold::test_const_fold_basic_two_attr, test/test_fx.py::TestConstFold::test_const_fold_basic_two_attr_three_input, test/test_fx.py::TestConstFold::test_const_fold_has_inlined_call_module_node, test/test_fx.py::TestConstFold::test_const_fold_module_attr, test/test_fx.py::TestConstFold::test_const_fold_multi_const_folded_attrs, test/test_fx.py::TestConstFold::test_const_fold_noop, test/test_fx.py::TestConstFold::test_const_fold_submod_hierarchy, test/test_fx.py::TestConstFold::test_const_fold_tensor_meta, test/test_fx.py::TestConstFold::test_const_fold_unused_placeholder, test/test_fx.py::TestConstFold::test_dict_output, test/test_fx.py::TestConstFold::test_fold_module, test/test_fx.py::TestConstFold::test_retain_node_meta, test/test_fx.py::TestConstFold::test_three_outputs, test/test_fx.py::TestConstFold::test_two_outputs, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_dim_const, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_ndim_const, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_nelement_const, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_numel_const, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_shape_const, test/test_fx.py::TestConstParamShapeInControlFlow::test_param_size_const, test/test_fx.py::AnnotationsTest::test_annotate, test/test_fx.py::AnnotationsTest::test_annotations, test/test_fx.py::AnnotationsTest::test_broadcasting1, test/test_fx.py::AnnotationsTest::test_broadcasting2, test/test_fx.py::AnnotationsTest::test_broadcasting3, test/test_fx.py::AnnotationsTest::test_consistency, test/test_fx.py::AnnotationsTest::test_precision, test/test_fx.py::TypeCheckerTest::test_flatten_fully_static, test/test_fx.py::TypeCheckerTest::test_resnet50, test/test_fx.py::TypeCheckerTest::test_symbolic_add_with_broadcast, test/test_fx.py::TypeCheckerTest::test_symbolic_add_with_broadcast_2, test/test_fx.py::TypeCheckerTest::test_type_check_add_false, test/test_fx.py::TypeCheckerTest::test_type_check_add_true, test/test_fx.py::TypeCheckerTest::test_type_check_add_with_broadcast, test/test_fx.py::TypeCheckerTest::test_type_check_add_with_scalar, test/test_fx.py::TypeCheckerTest::test_type_check_batch_norm_2D, test/test_fx.py::TypeCheckerTest::test_type_check_batch_norm_2D_broadcast, test/test_fx.py::TypeCheckerTest::test_type_check_batch_norm_2D_false, test/test_fx.py::TypeCheckerTest::test_type_check_batch_norm_symbolic, test/test_fx.py::TypeCheckerTest::test_type_check_conv2D, test/test_fx.py::TypeCheckerTest::test_type_check_conv2D_2, test/test_fx.py::TypeCheckerTest::test_type_check_conv2D_2_fully_static, test/test_fx.py::TypeCheckerTest::test_type_check_conv2D_maxpool2d_flatten, test/test_fx.py::TypeCheckerTest::test_type_check_conv2D_types, test/test_fx.py::TypeCheckerTest::test_type_check_flatten, test/test_fx.py::TypeCheckerTest::test_type_check_flatten3, test/test_fx.py::TypeCheckerTest::test_type_check_flatten_2, test/test_fx.py::TypeCheckerTest::test_type_check_reshape_dyn_false, test/test_fx.py::TypeCheckerTest::test_type_check_reshape_dyn_true, test/test_fx.py::TypeCheckerTest::test_type_check_reshape_dyn_true_param_false, test/test_fx.py::TypeCheckerTest::test_type_check_reshape_false, test/test_fx.py::TypeCheckerTest::test_type_check_reshape_true, test/test_fx.py::TypeCheckerTest::test_type_check_symbolic_inferenceconv2D_maxpool2d_flatten, test/test_fx.py::TypeCheckerTest::test_type_check_transpose_False, test/test_fx.py::TypeCheckerTest::test_type_check_transpose_true, test/test_fx.py::TypeCheckerTest::test_type_maxpool2d_fully_static, test/test_fx.py::TypeCheckerTest::test_type_typechecl_maxpool2d_3dinput, test/test_fx.py::TypeCheckerTest::test_typecheck_basicblock, test/test_fx.py::TestMatcher::test_matcher_with_name_node_map_function, test/test_fx.py::TestMatcher::test_matcher_with_name_node_map_module, test/test_fx.py::TestMatcher::test_split_to_graph_and_name_node_map, test/test_fx.py::TestMatcher::test_subgraph_matcher_ignore_literals, test/test_fx.py::TestMatcher::test_subgraph_matcher_with_attributes, test/test_fx.py::TestMatcher::test_subgraph_matcher_with_list, test/test_fx.py::TestMatcher::test_subgraph_matcher_with_list_bad, test/test_fx.py::TestMatcher::test_variatic_arg_matching, test/test_fx.py::TestPassManager::test_pass_manager, test/test_fx.py::TestPassManager::test_pass_manager_bad_checks, test/test_fx.py::TestPassManager::test_pass_manager_checks, test/test_fx.py::TestPassManager::test_pass_manager_error, test/test_fx.py::TestPassManager::test_this_before_that_pass_constraint, test/test_fx.py::TestPassManager::test_topological_sort, test/test_fx.py::TestSourceMatcher::test_legalize_slice, test/test_fx.py::TestSourceMatcher::test_module_partitioner_conv_relu_maxpool, test/test_fx.py::TestSourceMatcher::test_module_partitioner_conv_relu_maxpool_torch_fn_export_strict_False, test/test_fx.py::TestSourceMatcher::test_module_partitioner_conv_relu_maxpool_torch_fn_export_strict_True, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_conv_relu_conv, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_conv_relu_conv_torch_fn_export_strict_False, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_conv_relu_conv_torch_fn_export_strict_True, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_linear_relu_linear, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_linear_relu_linear_torch_fn_export_strict_False, test/test_fx.py::TestSourceMatcher::test_module_partitioner_functional_linear_relu_linear_torch_fn_export_strict_True, test/test_fx.py::TestSourceMatcher::test_module_partitioner_linear_relu_linear, test/test_fx.py::TestSourceMatcher::test_module_partitioner_linear_relu_linear_torch_fn_export_strict_False, test/test_fx.py::TestSourceMatcher::test_module_partitioner_linear_relu_linear_torch_fn_export_strict_True, test/test_fx.py::TestSourceMatcher::test_module_partitioner_weight_tied_strict_False, test/test_fx.py::TestSourceMatcher::test_module_partitioner_weight_tied_strict_True, test/test_fx.py::TestSubgraphRewriter::test_matching_pattern_with_list_type_arg, test/test_fx.py::TestSubgraphRewriter::test_matching_variable_arguments, test/test_fx.py::TestSubgraphRewriter::test_replace_pattern_with_callback, test/test_fx.py::TestSubgraphRewriter::test_replace_pattern_with_filters, test/test_fx.py::TestSubgraphRewriter::test_replaced_nodes, test/test_fx.py::TestSubgraphRewriter::test_replacement_with_attrs, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_annotations_int, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_call_method, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_correct_output_replacement, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_graph_argument_order, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_internal_pattern_nodes_cannot_have_users_that_are_not_matched, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_local_revert, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_multiple_pattern_match, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_nodes_with_kwargs, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_pattern_is_entire_graph, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_pattern_output_pattern_node_can_have_users_that_are_not_matched, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_placeholder_matching, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_preserves_logic, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_replace_consecutive_submodules, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_replace_with_duplicated_outputs, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_replace_with_multiple_outputs, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_replaces_referenced_submodules, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_single_pattern_match, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_traced_as_callable, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_with_oneliner_pattern, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_with_overlapping_matches, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_with_trivial_replacement, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_with_unused_args, test/test_fx.py::TestSubgraphRewriter::test_subgraph_rewriter_with_unused_results, test/test_fx.py::TestFX::test_all_input_nodes, test/test_fx.py::TestFX::test_annotation_with_future, test/test_fx.py::TestFX::test_annotations_empty_tuple, test/test_fx.py::TestFX::test_annotations_with_forward_references, test/test_fx.py::TestFX::test_annotations_with_no_forward_references, test/test_fx.py::TestFX::test_annotations_with_non_torch_reference_and_internal_forward_references, test/test_fx.py::TestFX::test_annotations_with_non_torch_reference_and_no_internal_forward_references, test/test_fx.py::TestFX::test_args_kwargs, test/test_fx.py::TestFX::test_args_kwargs_no_self, test/test_fx.py::TestFX::test_assert, test/test_fx.py::TestFX::test_ast_rewriter_reassigns_submodules, test/test_fx.py::TestFX::test_ast_rewriter_rewrites_assert, test/test_fx.py::TestFX::test_ast_rewriter_rewrites_assert_with_message, test/test_fx.py::TestFX::test_ast_rewriter_wrap, test/test_fx.py::TestFX::test_ast_rewriter_wrap_fn_directly, test/test_fx.py::TestFX::test_ast_rewriter_wrap_with_submodule, test/test_fx.py::TestFX::test_ast_rewriter_wrapped_via_decorator, test/test_fx.py::TestFX::test_ast_rewriter_wrapped_via_decorator_and_transformed, test/test_fx.py::TestFX::test_autowrap_functions, test/test_fx.py::TestFX::test_concrete_arg_none_assert, test/test_fx.py::TestFX::test_construct_root_dict, test/test_fx.py::TestFX::test_control_flow_tracing, test/test_fx.py::TestFX::test_copy_it, test/test_fx.py::TestFX::test_copy_no_remap, test/test_fx.py::TestFX::test_ctx_mgr, test/test_fx.py::TestFX::test_custom_codegen, test/test_fx.py::TestFX::test_custom_codegen_with_transformer, test/test_fx.py::TestFX::test_custom_import, test/test_fx.py::TestFX::test_custom_proxy_dynamic_value, test/test_fx.py::TestFX::test_custom_proxy_input_dependent_control_flow, test/test_fx.py::TestFX::test_custom_proxy_type, test/test_fx.py::TestFX::test_custom_proxy_type_literal, test/test_fx.py::TestFX::test_custom_traceback_not_raised_when_exception_source_is_submodule, test/test_fx.py::TestFX::test_custom_traceback_raised_when_exception_source_is_graphmodule, test/test_fx.py::TestFX::test_deepcopy_graph_with_tracer_cls, test/test_fx.py::TestFX::test_deepcopy_graphmodule, test/test_fx.py::TestFX::test_deepcopy_graphmodule_with_transform, test/test_fx.py::TestFX::test_deepcopy_no_recursion, test/test_fx.py::TestFX::test_deepcopy_recursion_depth, test/test_fx.py::TestFX::test_deepcopy_tracer, test/test_fx.py::TestFX::test_deepcopy_with_submods_params, test/test_fx.py::TestFX::test_delete_unused_submodules_leaf, test/test_fx.py::TestFX::test_delete_unused_values, test/test_fx.py::TestFX::test_dict, test/test_fx.py::TestFX::test_direct_param_use, test/test_fx.py::TestFX::test_disallow_override, test/test_fx.py::TestFX::test_ellipsis, test/test_fx.py::TestFX::test_empty_graph_codegen, test/test_fx.py::TestFX::test_enum, test/test_fx.py::TestFX::test_erase_node_error, test/test_fx.py::TestFX::test_example_shape_prop, test/test_fx.py::TestFX::test_find_uses, test/test_fx.py::TestFX::test_fn_type_annotation_empty, test/test_fx.py::TestFX::test_fn_type_annotations, test/test_fx.py::TestFX::test_fx_and_or, test/test_fx.py::TestFX::test_fx_create_arg, test/test_fx.py::TestFX::test_fx_shifts, test/test_fx.py::TestFX::test_fx_stateless, test/test_fx.py::TestFX::test_get_torch_func_signature, test/test_fx.py::TestFX::test_getitem, test/test_fx.py::TestFX::test_getitem_subproc, test/test_fx.py::TestFX::test_graph_edit_with_proxy, test/test_fx.py::TestFX::test_graph_fns, test/test_fx.py::TestFX::test_graph_module, test/test_fx.py::TestFX::test_graph_module_init_buffer_param_copied_dict_init, test/test_fx.py::TestFX::test_graph_module_init_buffer_param_copied_mod_init, test/test_fx.py::TestFX::test_graph_module_replicate_for_dp, test/test_fx.py::TestFX::test_graph_unique_names, test/test_fx.py::TestFX::test_graph_unique_names_manual, test/test_fx.py::TestFX::test_immutable_dict_pytree_ops, test/test_fx.py::TestFX::test_immutable_list_pytree_ops, test/test_fx.py::TestFX::test_imul_code_print, test/test_fx.py::TestFX::test_inf_nan, test/test_fx.py::TestFX::test_inf_nan_kwds, test/test_fx.py::TestFX::test_informative_co_filename, test/test_fx.py::TestFX::test_inline_graph, test/test_fx.py::TestFX::test_insert_arg, test/test_fx.py::TestFX::test_insertion_point, test/test_fx.py::TestFX::test_interpreter, test/test_fx.py::TestFX::test_interpreter_default_args, test/test_fx.py::TestFX::test_interpreter_gc_values, test/test_fx.py::TestFX::test_interpreter_noop_resnet18, test/test_fx.py::TestFX::test_interpreter_not_enough_args, test/test_fx.py::TestFX::test_interpreter_onthefly_swap, test/test_fx.py::TestFX::test_interpreter_other_graph, test/test_fx.py::TestFX::test_interpreter_partial_eval, test/test_fx.py::TestFX::test_interpreter_run_node_override, test/test_fx.py::TestFX::test_interpreter_star_args, test/test_fx.py::TestFX::test_interpreter_with_codegen, test/test_fx.py::TestFX::test_layout, test/test_fx.py::TestFX::test_leaf_module, test/test_fx.py::TestFX::test_lineno_map, test/test_fx.py::TestFX::test_matmul_tracing, test/test_fx.py::TestFX::test_metadata_on_ph, test/test_fx.py::TestFX::test_module_deepcopy_edit_nodes, test/test_fx.py::TestFX::test_move_before, test/test_fx.py::TestFX::test_multi_insert_point, test/test_fx.py::TestFX::test_multiple_default_args, test/test_fx.py::TestFX::test_named_tuple_inlined, test/test_fx.py::TestFX::test_namedtuple_return_qualname, test/test_fx.py::TestFX::test_namedtuple_return_trace, test/test_fx.py::TestFX::test_native_callable, test/test_fx.py::TestFX::test_nn_module_stack, test/test_fx.py::TestFX::test_no_mutation, test/test_fx.py::TestFX::test_node_tagging, test/test_fx.py::TestFX::test_nonetype_annotation, test/test_fx.py::TestFX::test_partial_trace, test/test_fx.py::TestFX::test_pickle_custom_import, test/test_fx.py::TestFX::test_pickle_graphmodule, test/test_fx.py::TestFX::test_pickle_nonetype_annotation, test/test_fx.py::TestFX::test_pickle_torch_custom_ops, test/test_fx.py::TestFX::test_prepend_self, test/test_fx.py::TestFX::test_pretty_print, test/test_fx.py::TestFX::test_pretty_print_graph, test/test_fx.py::TestFX::test_pretty_print_node, test/test_fx.py::TestFX::test_pretty_print_targets, test/test_fx.py::TestFX::test_print_graph, test/test_fx.py::TestFX::test_profiler_ranges_side_effect, test/test_fx.py::TestFX::test_proxy_deepcopy_with_tracer, test/test_fx.py::TestFX::test_proxy_deepcopy_without_tracer, test/test_fx.py::TestFX::test_pytree, test/test_fx.py::TestFX::test_pytree_concrete, test/test_fx.py::TestFX::test_reassign_args_kwargs_uses, test/test_fx.py::TestFX::test_regular_and_default_args, test/test_fx.py::TestFX::test_remove_uses, test/test_fx.py::TestFX::test_remove_uses_with_custom_filter, test/test_fx.py::TestFX::test_replace_input, test/test_fx.py::TestFX::test_replace_uses, test/test_fx.py::TestFX::test_reserved_getattr, test/test_fx.py::TestFX::test_return_tuple, test/test_fx.py::TestFX::test_return_type_exists, test/test_fx.py::TestFX::test_return_type_exists_pre_pep585, test/test_fx.py::TestFX::test_script_method_trace, test/test_fx.py::TestFX::test_script_tensor_constant, test/test_fx.py::TestFX::test_sequential, test/test_fx.py::TestFX::test_shape_prop_aggregate, test/test_fx.py::TestFX::test_shape_prop_layout, test/test_fx.py::TestFX::test_shape_prop_layout_3d, test/test_fx.py::TestFX::test_shape_prop_unbacked_sym, test/test_fx.py::TestFX::test_single_default_arg, test/test_fx.py::TestFX::test_snake_case, test/test_fx.py::TestFX::test_sqrt, test/test_fx.py::TestFX::test_stack_traces, test/test_fx.py::TestFX::test_stack_traces_with_transformer, test/test_fx.py::TestFX::test_string_literal_return, test/test_fx.py::TestFX::test_submodule_manipulation_API, test/test_fx.py::TestFX::test_symbolic_trace_assert, test/test_fx.py::TestFX::test_symbolic_trace_sequential, test/test_fx.py::TestFX::test_tensor_attribute, test/test_fx.py::TestFX::test_tensor_attribute_coalseced, test/test_fx.py::TestFX::test_tensor_constant, test/test_fx.py::TestFX::test_throw_out_variant, test/test_fx.py::TestFX::test_torch_custom_ops, test/test_fx.py::TestFX::test_torch_fx_getattr, test/test_fx.py::TestFX::test_torch_fx_len, test/test_fx.py::TestFX::test_torch_op_overloads, test/test_fx.py::TestFX::test_torchbind_class_attribute_in_fx, test/test_fx.py::TestFX::test_torchbind_class_attribute_in_fx_tensor_arg, test/test_fx.py::TestFX::test_trace_buffer_slice, test/test_fx.py::TestFX::test_trace_dict_int_keys, test/test_fx.py::TestFX::test_trace_dict_proxy_keys, test/test_fx.py::TestFX::test_trace_fn_constant, test/test_fx.py::TestFX::test_trace_function, test/test_fx.py::TestFX::test_trace_multiple_funcs, test/test_fx.py::TestFX::test_trace_return_dataclass, test/test_fx.py::TestFX::test_trace_return_dataclass_nested, test/test_fx.py::TestFX::test_trace_return_namedtuple, test/test_fx.py::TestFX::test_tracing_graphmodules_as_leaf_submodules, test/test_fx.py::TestFX::test_transformer_multi_outputs, test/test_fx.py::TestFX::test_transformer_noop, test/test_fx.py::TestFX::test_transformer_op_swap, test/test_fx.py::TestFX::test_transformer_preserves_nn_module_stack_for_get_attr, test/test_fx.py::TestFX::test_tuple_no_subscript, test/test_fx.py::TestFX::test_typename_print, test/test_fx.py::TestFX::test_typename_print_pre_pep585, test/test_fx.py::TestFX::test_unpack, test/test_fx.py::TestFX::test_unpack_dict_better_error, test/test_fx.py::TestFX::test_unpack_list_better_error, test/test_fx.py::TestFX::test_update_args_api, test/test_fx.py::TestFX::test_update_args_kwargs_yells_at_you, test/test_fx.py::TestFX::test_update_kwargs_api, test/test_fx.py::TestFX::test_user_friendly_call_provenance_with_function, test/test_fx.py::TestFX::test_user_friendly_call_provenance_with_module, test/test_fx.py::TestFX::test_varargs_concrete, test/test_fx.py::TestFX::test_wrap, test/test_fx.py::TestFX::test_wrap_decorated_function, test/test_fx.py::TestFX::test_wrap_fn_directly, test/test_fx.py::TestFX::test_wrap_with_submodule, test/test_fx.py::TestFX::test_wrapped_method, test/test_fx.py::TestFX::test_wrapped_retrace, test/test_fx.py::TestFX::test_wrapped_via_decorator, test/test_fx.py::TestFX::test_wrapped_via_decorator_and_transformed, test/test_fx.py::TestFX::test_wrong_target_type, test/test_fx.py::TestFX::test_wrong_topo, test/test_fx.py::TestFXAPIBackwardCompatibility::test_adding_side_effect_function, test/test_fx.py::TestFXAPIBackwardCompatibility::test_class_member_back_compat, test/test_fx.py::TestFXAPIBackwardCompatibility::test_function_back_compat, test/test_fx.py::TestFXAPIBackwardCompatibility::test_preserve_unused_attr_after_unpickle, test/test_fx.py::TestFXAPIBackwardCompatibility::test_public_api_surface, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_avg_pool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_avg_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_avg_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool1d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool2d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_adaptive_max_pool3d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_affine_grid, test/test_fx.py::TestFunctionalTracing::test_nn_functional_alpha_dropout, test/test_fx.py::TestFunctionalTracing::test_nn_functional_avg_pool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_avg_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_avg_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_batch_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_bilinear, test/test_fx.py::TestFunctionalTracing::test_nn_functional_binary_cross_entropy, test/test_fx.py::TestFunctionalTracing::test_nn_functional_binary_cross_entropy_with_logits, test/test_fx.py::TestFunctionalTracing::test_nn_functional_celu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_celu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_channel_shuffle, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv_tbc, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv_transpose1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv_transpose2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_conv_transpose3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_cosine_embedding_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_cosine_similarity, test/test_fx.py::TestFunctionalTracing::test_nn_functional_cross_entropy, test/test_fx.py::TestFunctionalTracing::test_nn_functional_ctc_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_dropout, test/test_fx.py::TestFunctionalTracing::test_nn_functional_dropout1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_dropout2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_dropout3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_elu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_elu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_embedding, test/test_fx.py::TestFunctionalTracing::test_nn_functional_embedding_bag, test/test_fx.py::TestFunctionalTracing::test_nn_functional_feature_alpha_dropout, test/test_fx.py::TestFunctionalTracing::test_nn_functional_fold, test/test_fx.py::TestFunctionalTracing::test_nn_functional_fractional_max_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_fractional_max_pool2d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_fractional_max_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_fractional_max_pool3d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_gaussian_nll_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_gelu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_glu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_grid_sample, test/test_fx.py::TestFunctionalTracing::test_nn_functional_group_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_gumbel_softmax, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hardshrink, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hardsigmoid, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hardswish, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hardtanh, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hardtanh_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_hinge_embedding_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_huber_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_instance_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_interpolate, test/test_fx.py::TestFunctionalTracing::test_nn_functional_kl_div, test/test_fx.py::TestFunctionalTracing::test_nn_functional_l1_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_layer_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_leaky_relu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_leaky_relu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_linear, test/test_fx.py::TestFunctionalTracing::test_nn_functional_local_response_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_log_softmax, test/test_fx.py::TestFunctionalTracing::test_nn_functional_logsigmoid, test/test_fx.py::TestFunctionalTracing::test_nn_functional_lp_pool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_lp_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_lp_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_margin_ranking_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool1d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool2d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_pool3d_with_indices, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_unpool1d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_unpool2d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_max_unpool3d, test/test_fx.py::TestFunctionalTracing::test_nn_functional_mish, test/test_fx.py::TestFunctionalTracing::test_nn_functional_mse_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_multi_head_attention_forward, test/test_fx.py::TestFunctionalTracing::test_nn_functional_multi_margin_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_multilabel_margin_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_multilabel_soft_margin_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_native_channel_shuffle, test/test_fx.py::TestFunctionalTracing::test_nn_functional_nll_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_normalize, test/test_fx.py::TestFunctionalTracing::test_nn_functional_one_hot, test/test_fx.py::TestFunctionalTracing::test_nn_functional_pad, test/test_fx.py::TestFunctionalTracing::test_nn_functional_pairwise_distance, test/test_fx.py::TestFunctionalTracing::test_nn_functional_pdist, test/test_fx.py::TestFunctionalTracing::test_nn_functional_pixel_shuffle, test/test_fx.py::TestFunctionalTracing::test_nn_functional_pixel_unshuffle, test/test_fx.py::TestFunctionalTracing::test_nn_functional_poisson_nll_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_prelu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_relu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_relu6, test/test_fx.py::TestFunctionalTracing::test_nn_functional_relu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_rms_norm, test/test_fx.py::TestFunctionalTracing::test_nn_functional_rrelu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_rrelu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_scaled_dot_product_attention, test/test_fx.py::TestFunctionalTracing::test_nn_functional_selu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_selu_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_silu, test/test_fx.py::TestFunctionalTracing::test_nn_functional_smooth_l1_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_soft_margin_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_softmax, test/test_fx.py::TestFunctionalTracing::test_nn_functional_softmin, test/test_fx.py::TestFunctionalTracing::test_nn_functional_softplus, test/test_fx.py::TestFunctionalTracing::test_nn_functional_softshrink, test/test_fx.py::TestFunctionalTracing::test_nn_functional_threshold, test/test_fx.py::TestFunctionalTracing::test_nn_functional_threshold_, test/test_fx.py::TestFunctionalTracing::test_nn_functional_triplet_margin_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_triplet_margin_with_distance_loss, test/test_fx.py::TestFunctionalTracing::test_nn_functional_unfold, test/test_fx.py::TestFunctionalTracing::test_nn_functional_upsample, test/test_fx.py::TestFunctionalTracing::test_nn_functional_upsample_bilinear, test/test_fx.py::TestFunctionalTracing::test_nn_functional_upsample_nearest, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_H_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_T_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___getitem___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___radd___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rdiv___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rmatmul___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rmod___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rmul___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rpow___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive___rsub___cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__batch_norm_with_update_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__chunk_cat_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__native_batch_norm_legit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__segment_reduce_lengths_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__segment_reduce_offsets_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__softmax_backward_data_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__unsafe_masked_index_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__unsafe_masked_index_put_accumulate_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive__upsample_bilinear2d_aa_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_abs_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_acos_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_acosh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_add_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addbmm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addcdiv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addcmul_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addmm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addmm_decomposed_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addmv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_addr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_alias_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_all_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_allclose_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_amax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_amin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_aminmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_angle_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_any_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_arange_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_argmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_argmin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_argsort_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_argwhere_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_as_strided_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_as_strided_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_as_strided_partial_views_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_as_strided_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_asin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_asinh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atan2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atan_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atanh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atleast_1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atleast_2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_atleast_3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_baddbmm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_bernoulli_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_bfloat16_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_block_diag_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_bmm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_bool_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_broadcast_shapes_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_broadcast_tensors_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_broadcast_to_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_bucketize_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_byte_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cartesian_prod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cat_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cauchy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cdist_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cdouble_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ceil_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cfloat_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_chalf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_char_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cholesky_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cholesky_inverse_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cholesky_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_chunk_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_clamp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_clamp_max_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_clamp_min_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_clone_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_column_stack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_combinations_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_complex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_conj_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_conj_physical_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_constant_pad_nd_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_contiguous_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_copysign_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_corrcoef_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cos_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cosh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_count_nonzero_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cov_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cross_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cummax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cummin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cumprod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cumsum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_cumulative_trapezoid_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_deg2rad_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diag_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diag_embed_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diagflat_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diagonal_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diagonal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diagonal_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_diff_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_digamma_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_dist_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_div_floor_rounding_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_div_no_rounding_mode_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_div_trunc_rounding_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_dot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_double_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_dsplit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_dstack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_einsum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_empty_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_empty_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_empty_permuted_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_empty_strided_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_eq_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_equal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_erf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_erfc_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_erfinv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_exp2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_exp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_expand_as_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_expand_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_expand_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_expm1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_exponential_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_eye_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_fft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_fft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_fftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_fftshift_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_hfft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_hfft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_hfftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ifft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ifft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ifftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ifftshift_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ihfft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ihfft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_ihfftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_irfft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_irfft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_irfftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_rfft2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_rfft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fft_rfftn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fill_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_flatten_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_flip_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fliplr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_flipud_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_float_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_float_power_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_floor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_floor_divide_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fmin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_fmod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_frac_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_frexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_full_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_full_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_gather_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ge_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_geometric_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_geqrf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_gradient_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_grid_sampler_2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_gt_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_half_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_heaviside_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_histc_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_histogram_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_histogramdd_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_hsplit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_hstack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_hypot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_i0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_igamma_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_igammac_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_add_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_fill_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_put_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_reduce_amax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_reduce_amin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_reduce_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_reduce_prod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_index_select_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_inner_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_int_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isclose_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isfinite_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isinf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isnan_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isneginf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isposinf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_isreal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_item_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_jiterator_2inputs_2outputs_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_jiterator_4inputs_with_extra_args_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_jiterator_binary_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_jiterator_binary_return_by_ref_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_jiterator_unary_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_kron_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_kthvalue_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ldexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_le_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lerp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lgamma_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_cholesky_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_cholesky_ex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_cond_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_cross_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_det_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_diagonal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_eig_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_eigh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_eigvals_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_eigvalsh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_householder_product_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_inv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_inv_ex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_ldl_factor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_ldl_factor_ex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_ldl_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lstsq_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lstsq_grad_oriented_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lu_factor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lu_factor_ex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_lu_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_matrix_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_matrix_power_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_matrix_rank_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_matrix_rank_hermitian_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_multi_dot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_norm_subgradients_at_zero_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_pinv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_pinv_hermitian_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_pinv_singular_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_qr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_slogdet_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_solve_ex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_solve_triangular_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_svd_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_svdvals_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_tensorinv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_tensorsolve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_vander_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_vecdot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linalg_vector_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linspace_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_linspace_tensor_overload_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log10_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log1p_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log_normal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log_softmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_log_softmax_with_dtype_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logaddexp2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logaddexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logcumsumexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logdet_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logical_and_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logical_not_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logical_or_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logical_xor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logspace_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logspace_tensor_overload_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_logsumexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_long_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lt_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lu_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_lu_unpack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mH_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mT_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_amax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_amin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_argmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_argmin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_cumprod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_cumsum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_fill_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_log_softmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_logaddexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_logsumexp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_median_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_normalize_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_prod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_select_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_softmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_softmin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_std_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_sum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_masked_var_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_matmul_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_matrix_exp_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_max_binary_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_max_pool2d_with_indices_backward_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_max_reduction_no_dim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_max_reduction_with_dim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_maximum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_median_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_meshgrid_list_of_tensors_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_meshgrid_variadic_tensors_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_min_binary_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_min_reduction_no_dim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_min_reduction_with_dim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_minimum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mode_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_movedim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_msort_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mul_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_multinomial_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mv_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nan_to_num_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nanmean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nanmedian_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nanquantile_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nansum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_narrow_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_narrow_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_native_batch_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_native_dropout_backward_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_native_layer_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ne_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_neg_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_new_empty_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_new_empty_strided_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_new_full_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_new_ones_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_new_zeros_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nextafter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_avg_pool1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_avg_pool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_avg_pool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_max_pool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_adaptive_max_pool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_alpha_dropout_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_avg_pool1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_avg_pool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_avg_pool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_batch_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_bilinear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_binary_cross_entropy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_celu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_channel_shuffle_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv_transpose1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv_transpose2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_conv_transpose3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_cosine_embedding_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_cosine_similarity_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_cross_entropy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_ctc_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_dropout2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_dropout3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_dropout_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_elu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_embedding_bag_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_embedding_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_fractional_max_pool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_fractional_max_pool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_gaussian_nll_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_gelu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_glu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_grid_sample_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_group_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_hardshrink_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_hardsigmoid_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_hardswish_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_hardtanh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_hinge_embedding_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_huber_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_instance_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_area_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_bicubic_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_bilinear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_linear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_nearest-exact_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_nearest_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_interpolate_trilinear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_kl_div_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_l1_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_layer_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_leaky_relu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_linear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_local_response_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_logsigmoid_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_margin_ranking_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_pool1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_pool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_pool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool1d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool1d_grad_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool2d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool2d_grad_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool3d_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_max_unpool3d_grad_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_mish_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_mse_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_multi_head_attention_forward_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_multi_margin_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_multilabel_margin_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_nll_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_normalize_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pad_circular_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pad_constant_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pad_reflect_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pad_replicate_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pad_replicate_negative_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pairwise_distance_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pdist_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pixel_shuffle_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_pixel_unshuffle_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_poisson_nll_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_prelu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_relu6_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_relu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_rms_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_rrelu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_scaled_dot_product_attention_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_selu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_silu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_smooth_l1_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_soft_margin_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_softmin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_softmin_with_dtype_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_softplus_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_softshrink_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_softsign_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_tanhshrink_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_threshold_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_triplet_margin_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_unfold_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_upsample_bilinear_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nn_functional_upsample_nearest_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nonzero_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_nonzero_static_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_norm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_norm_fro_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_norm_inf_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_norm_nuc_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_normal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_normal_in_place_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_normal_number_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ones_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ones_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ormqr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_outer_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_pca_lowrank_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_permute_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_permute_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_pinverse_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polar_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polygamma_polygamma_n_0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polygamma_polygamma_n_1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polygamma_polygamma_n_2_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polygamma_polygamma_n_3_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_polygamma_polygamma_n_4_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_positive_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_pow_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_prod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_put_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_qr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_quantile_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_rad2deg_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_rand_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_randint_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_randint_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_randn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_randn_like_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_ravel_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_real_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_reciprocal_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_remainder_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_renorm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_repeat_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_repeat_interleave_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_reshape_as_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_reshape_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_resize__cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_resize_as__cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_resolve_conj_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_resolve_neg_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_roll_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_rot90_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_round_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_round_decimals_0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_round_decimals_3_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_round_decimals_neg_3_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_rsqrt_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_rsub_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scalar_tensor_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_add_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_reduce_amax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_reduce_amin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_reduce_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_reduce_prod_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_scatter_reduce_sum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_searchsorted_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_select_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_select_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sgn_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_short_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sigmoid_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sign_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_bartlett_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_blackman_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_cosine_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_exponential_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_gaussian_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_general_cosine_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_general_hamming_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_hamming_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_hann_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_kaiser_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signal_windows_nuttall_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_signbit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sin_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sinc_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sinh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_slice_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_slice_scatter_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_softmax_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_softmax_with_dtype_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sort_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sparse_mm_reduce_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sparse_sampled_addmm_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_airy_ai_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_bessel_j0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_bessel_j1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_bessel_y0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_bessel_y1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_chebyshev_polynomial_t_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_chebyshev_polynomial_u_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_chebyshev_polynomial_v_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_chebyshev_polynomial_w_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_entr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_erfcx_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_hermite_polynomial_h_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_hermite_polynomial_he_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_i0e_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_i1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_i1e_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_laguerre_polynomial_l_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_legendre_polynomial_p_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_log_ndtr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_modified_bessel_i0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_modified_bessel_i1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_modified_bessel_k0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_modified_bessel_k1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_ndtr_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_ndtri_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_polygamma_special_polygamma_n_0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_scaled_modified_bessel_k0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_scaled_modified_bessel_k1_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_shifted_chebyshev_polynomial_t_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_shifted_chebyshev_polynomial_u_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_shifted_chebyshev_polynomial_v_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_shifted_chebyshev_polynomial_w_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_spherical_bessel_j0_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_xlog1py_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_special_zeta_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_split_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_split_list_args_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_split_with_sizes_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_split_with_sizes_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sqrt_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_square_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_squeeze_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_squeeze_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_squeeze_multiple_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_stack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_std_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_std_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_std_mean_unbiased_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_std_unbiased_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_stft_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sub_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sum_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_sum_to_size_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_svd_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_svd_lowrank_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_t_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_t_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_take_along_dim_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_take_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tan_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tanh_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tensor_split_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tensordot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tile_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_to_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_to_sparse_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_topk_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_trace_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_transpose_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_transpose_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_trapezoid_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_trapz_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_triangular_solve_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_tril_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_triu_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_true_divide_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_trunc_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unbind_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unbind_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unflatten_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unfold_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unfold_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_uniform_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unique_consecutive_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unique_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unsafe_chunk_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unsafe_split_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unsqueeze_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_unsqueeze_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_var_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_var_mean_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_var_mean_unbiased_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_var_unbiased_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_vdot_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_view_as_complex_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_view_as_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_view_copy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_view_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_vsplit_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_vstack_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_where_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_xlogy_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_zero__cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_zeros_cpu_float32, test/test_fx.py::TestOperatorSignaturesCPU::test_get_torch_func_signature_exhaustive_zeros_like_cpu_float32 2025-07-24T04:04:24.1030460Z 2025-07-24T04:04:24.1030590Z Running test_show_pickle 1/1 ... [2025-07-24 04:04:24.051237] 2025-07-24T04:04:24.1030840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:04:24.1031560Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_show_pickle.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:04:24.051574] 2025-07-24T04:04:25.9262730Z 2025-07-24T04:04:25.9263300Z test_show_pickle 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_show_pickle_1.1_294b84bcd89f855b_.log 2025-07-24T04:04:25.9264230Z Running 1 items in this shard: test/test_show_pickle.py::TestShowPickle::test_scripted_model 2025-07-24T04:04:25.9264530Z 2025-07-24T04:04:25.9266520Z Running test_fake_tensor 1/1 ... [2025-07-24 04:04:25.926601] 2025-07-24T04:04:25.9266820Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:04:25.9269590Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_fake_tensor.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:04:25.926874] 2025-07-24T04:04:30.6707410Z 2025-07-24T04:04:30.6707980Z test_fake_tensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fake_tensor_1.1_af7263a786f76c23_.log 2025-07-24T04:04:30.6773660Z Running 284 items in this shard: test/test_fake_tensor.py::FakeTensorTest::test__adaptive_avg_pool2d_backward, test/test_fake_tensor.py::FakeTensorTest::test_alias_call, test/test_fake_tensor.py::FakeTensorTest::test_allow_meta, test/test_fake_tensor.py::FakeTensorTest::test_aten_copy_multi_device, test/test_fake_tensor.py::FakeTensorTest::test_aten_index_multi_device, test/test_fake_tensor.py::FakeTensorTest::test_aten_slice_scatter_multi_device, test/test_fake_tensor.py::FakeTensorTest::test_basic, test/test_fake_tensor.py::FakeTensorTest::test_batch_tensor, test/test_fake_tensor.py::FakeTensorTest::test_binary_op_type_promotion, test/test_fake_tensor.py::FakeTensorTest::test_constructor, test/test_fake_tensor.py::FakeTensorTest::test_convert_fake_to_real, test/test_fake_tensor.py::FakeTensorTest::test_cpu_fallback, test/test_fake_tensor.py::FakeTensorTest::test_cuda_initialized, test/test_fake_tensor.py::FakeTensorTest::test_cuda_lstm, test/test_fake_tensor.py::FakeTensorTest::test_cudnn_rnn_with_fallback, test/test_fake_tensor.py::FakeTensorTest::test_cudnn_rnn_without_fallback, test/test_fake_tensor.py::FakeTensorTest::test_custom_op_fallback, test/test_fake_tensor.py::FakeTensorTest::test_data_dependent_operator, test/test_fake_tensor.py::FakeTensorTest::test_deepcopy, test/test_fake_tensor.py::FakeTensorTest::test_device_inplace_copy, test/test_fake_tensor.py::FakeTensorTest::test_embedding_bag_meta, test/test_fake_tensor.py::FakeTensorTest::test_export_numpy, test/test_fake_tensor.py::FakeTensorTest::test_fake_device, test/test_fake_tensor.py::FakeTensorTest::test_fake_dispatch_keys, test/test_fake_tensor.py::FakeTensorTest::test_fake_grad_copy, test/test_fake_tensor.py::FakeTensorTest::test_fake_mode_error, test/test_fake_tensor.py::FakeTensorTest::test_fast_div, test/test_fake_tensor.py::FakeTensorTest::test_from_numpy, test/test_fake_tensor.py::FakeTensorTest::test_fsdp_flat_param, test/test_fake_tensor.py::FakeTensorTest::test_full, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_complex128, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_complex64, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float32, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float64, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float8_e4m3fn, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float8_e4m3fnuz, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float8_e5m2, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_float8_e5m2fnuz, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_int16, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_int32, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_int64, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_int8, test/test_fake_tensor.py::FakeTensorTest::test_index_cuda_with_cpu_uint8, test/test_fake_tensor.py::FakeTensorTest::test_index_put_error, test/test_fake_tensor.py::FakeTensorTest::test_jagged_fake_to_fake_preserved, test/test_fake_tensor.py::FakeTensorTest::test_like_constructor, test/test_fake_tensor.py::FakeTensorTest::test_mixed_real_and_fake_inputs, test/test_fake_tensor.py::FakeTensorTest::test_mode, test/test_fake_tensor.py::FakeTensorTest::test_nan_to_num, test/test_fake_tensor.py::FakeTensorTest::test_nanmean_out, test/test_fake_tensor.py::FakeTensorTest::test_new, test/test_fake_tensor.py::FakeTensorTest::test_no_tag_func, test/test_fake_tensor.py::FakeTensorTest::test_non_kwarg_device, test/test_fake_tensor.py::FakeTensorTest::test_non_overlapping_stride_zero, test/test_fake_tensor.py::FakeTensorTest::test_non_parameter_grad, test/test_fake_tensor.py::FakeTensorTest::test_normalize_device, test/test_fake_tensor.py::FakeTensorTest::test_out_multi_device, test/test_fake_tensor.py::FakeTensorTest::test_parameter_instantiation, test/test_fake_tensor.py::FakeTensorTest::test_parameter_view, test/test_fake_tensor.py::FakeTensorTest::test_print_in_fake_mode, test/test_fake_tensor.py::FakeTensorTest::test_randperm, test/test_fake_tensor.py::FakeTensorTest::test_recursive_invocation, test/test_fake_tensor.py::FakeTensorTest::test_repr, test/test_fake_tensor.py::FakeTensorTest::test_same_shape_env_preserved, test/test_fake_tensor.py::FakeTensorTest::test_scalar_inputs, test/test_fake_tensor.py::FakeTensorTest::test_scan_reverse_False, test/test_fake_tensor.py::FakeTensorTest::test_scan_reverse_True, test/test_fake_tensor.py::FakeTensorTest::test_setitem, test/test_fake_tensor.py::FakeTensorTest::test_shape_take_not_device, test/test_fake_tensor.py::FakeTensorTest::test_split_return_self, test/test_fake_tensor.py::FakeTensorTest::test_throw, test/test_fake_tensor.py::FakeTensorTest::test_tolist, test/test_fake_tensor.py::FakeTensorTest::test_type_as, test/test_fake_tensor.py::FakeTensorTest::test_unbind_copy_out, test/test_fake_tensor.py::FakeTensorTest::test_unsqueeze_copy, test/test_fake_tensor.py::FakeTensorTest::test_upsample_bilinear_small_channels, test/test_fake_tensor.py::FakeTensorTest::test_zero_dim, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test__adaptive_avg_pool2d_backward_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_alias_call_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_allow_meta_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_aten_copy_multi_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_aten_index_multi_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_aten_slice_scatter_multi_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_basic_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_batch_tensor_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_binary_op_type_promotion_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_constructor_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_convert_fake_to_real_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_cpu_fallback_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_cuda_initialized_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_cuda_lstm_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_cudnn_rnn_with_fallback_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_cudnn_rnn_without_fallback_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_custom_op_fallback_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_data_dependent_operator_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_deepcopy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_device_inplace_copy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_embedding_bag_meta_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_export_numpy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fake_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fake_dispatch_keys_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fake_grad_copy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fake_mode_error_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fast_div_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_from_numpy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_fsdp_flat_param_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_full_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_complex128_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_complex64_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float32_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float64_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float8_e4m3fn_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float8_e4m3fnuz_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float8_e5m2_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_float8_e5m2fnuz_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_int16_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_int32_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_int64_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_int8_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_cuda_with_cpu_uint8_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_index_put_error_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_jagged_fake_to_fake_preserved_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_like_constructor_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_mixed_real_and_fake_inputs_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_mode_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_nan_to_num_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_nanmean_out_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_new_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_no_tag_func_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_non_kwarg_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_non_overlapping_stride_zero_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_non_parameter_grad_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_normalize_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_out_multi_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_parameter_instantiation_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_parameter_view_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_print_in_fake_mode_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_randperm_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_recursive_invocation_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_repr_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_same_shape_env_preserved_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_scalar_inputs_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_scan_reverse_False_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_scan_reverse_True_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_setitem_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_shape_take_not_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_split_return_self_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_throw_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_tolist_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_type_as_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_unbind_copy_out_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_unsqueeze_copy_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_upsample_bilinear_small_channels_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorTest::test_zero_dim_propagate_real_tensors, test/test_fake_tensor.py::FakeTensorConstHandling::test_aliased_const_write, test/test_fake_tensor.py::FakeTensorConstHandling::test_constant_invalidation, test/test_fake_tensor.py::FakeTensorConstHandling::test_constant_propagate_through_functions, test/test_fake_tensor.py::FakeTensorConstHandling::test_fake_tensor_batch_norm_cpu, test/test_fake_tensor.py::FakeTensorConstHandling::test_fake_tensor_in_intlist_repro, test/test_fake_tensor.py::FakeTensorConstHandling::test_inplace_add, test/test_fake_tensor.py::FakeTensorConstHandling::test_inplace_view_invalidation, test/test_fake_tensor.py::FakeTensorConstHandling::test_shared_storage_invalidation, test/test_fake_tensor.py::FakeTensorConstHandling::test_shared_storages, test/test_fake_tensor.py::FakeTensorConstHandling::test_simple, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_aliased_const_write_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_constant_invalidation_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_constant_propagate_through_functions_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_fake_tensor_batch_norm_cpu_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_fake_tensor_in_intlist_repro_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_inplace_add_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_inplace_view_invalidation_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_shared_storage_invalidation_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_shared_storages_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConstHandling::test_simple_propagate_real_tensors, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyCatCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyCubeCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyMulCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyMulScalarCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyNMSCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyNonzeroCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpySortCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpySplitCopyCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpySplitCopyWithIntCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyTakeCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorOpInfoTestCPU::test_fake_NumpyViewCopyCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyCatCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyCubeCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyMulCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyMulScalarCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyNMSCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyNonzeroCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpySortCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpySplitCopyCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpySplitCopyWithIntCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyTakeCustomOp_cpu_float32, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOpInfoTestCPU::test_fake_propagate_real_tensors_NumpyViewCopyCustomOp_cpu_float32, test/test_fake_tensor.py::FakeTensorConverterTest::test_dead_key, test/test_fake_tensor.py::FakeTensorConverterTest::test_dead_weak_ref, test/test_fake_tensor.py::FakeTensorConverterTest::test_memoized_conversion_from_meta, test/test_fake_tensor.py::FakeTensorConverterTest::test_memoized_conversion_to_meta, test/test_fake_tensor.py::FakeTensorConverterTest::test_multiple_modes, test/test_fake_tensor.py::FakeTensorConverterTest::test_no_active_mode, test/test_fake_tensor.py::FakeTensorConverterTest::test_no_ref_cycle, test/test_fake_tensor.py::FakeTensorConverterTest::test_separate_mode_error, test/test_fake_tensor.py::FakeTensorConverterTest::test_separate_tensor_storages_non_view, test/test_fake_tensor.py::FakeTensorConverterTest::test_separate_tensor_storages_view, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_dead_key_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_dead_weak_ref_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_memoized_conversion_from_meta_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_memoized_conversion_to_meta_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_multiple_modes_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_no_active_mode_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_no_ref_cycle_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_separate_mode_error_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_separate_tensor_storages_non_view_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorConverterTest::test_separate_tensor_storages_view_propagate_real_tensors, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_conv_c1_backward, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_cross_entropy_loss, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_embedding_bag_private, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_fake_gpu_no_init, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_flash_attention, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_like_ops, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_module_to, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_no_dispatch_with_like_function, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_non_kwarg_only_device, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_sparse_new, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_str_storage, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_tensor_constructors_all_have_kwarg_device, test/test_fake_tensor.py::FakeTensorOperatorInvariants::test_tensor_new, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_conv_c1_backward_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_cross_entropy_loss_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_embedding_bag_private_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_fake_gpu_no_init_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_flash_attention_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_like_ops_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_module_to_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_no_dispatch_with_like_function_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_non_kwarg_only_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_sparse_new_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_str_storage_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_tensor_constructors_all_have_kwarg_device_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorOperatorInvariants::test_tensor_new_propagate_real_tensors, test/test_fake_tensor.py::FakeTensorPropTest::test_fake_tensor_prop_on_nn_module, test/test_fake_tensor.py::FakeTensorPropTest::test_fake_tensor_prop_on_nn_module_with_optional_args, test/test_fake_tensor.py::FakeTensorPropTest::test_nonzero_stride, test/test_fake_tensor.py::FakeTensorPropTest::test_torch_load_with_fake_mode, test/test_fake_tensor.py::FakeTensorPropTest::test_unbacked_shape_realloc, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_fake_tensor_prop_on_nn_module_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_fake_tensor_prop_on_nn_module_with_optional_args_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_nonzero_stride_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_torch_load_with_fake_mode_propagate_real_tensors, test/test_fake_tensor.py::PropagateRealTensorsFakeTensorPropTest::test_unbacked_shape_realloc_propagate_real_tensors, test/test_fake_tensor.py::FakeTensorSerialization::test_serialization, test/test_fake_tensor.py::FakeTensorSerialization::test_serialization_with_tracing, test/test_fake_tensor.py::FakeTensorDispatchCache::test__upsample_bilinear2d_aa_backward_dynamic_shapes, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_aten_index, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_bypass, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_default_device, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_default_dtype, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_dispatch_key_set, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_hit, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_inplace_op, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_constants, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_device, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_dtype, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_is_conj, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_is_inference, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_is_neg, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_memory_format, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_requires_grad, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_shape, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_storage_offset, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_key_stride, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_tuple_outputs, test/test_fake_tensor.py::FakeTensorDispatchCache::test_cache_view_op, test/test_fake_tensor.py::FakeTensorDispatchCache::test_fft_hfft2_issue145522, test/test_fake_tensor.py::FakeTensorDispatchCache::test_from_buffer, test/test_fake_tensor.py::FakeTensorDispatchCache::test_inference_mode, test/test_fake_tensor.py::FakeTensorDispatchCache::test_invoke_subgraph, test/test_fake_tensor.py::FakeTensorDispatchCache::test_invoke_subgraph_cacheable_inplace, test/test_fake_tensor.py::FakeTensorDispatchCache::test_meta_tensor_to_fake_cpu, test/test_fake_tensor.py::FakeTensorDispatchCache::test_shape_env_settings, test/test_fake_tensor.py::FakeTensorDispatchCache::test_unbacked_output, test/test_fake_tensor.py::FakeTensorDispatchCache::test_wrapper_tensor_subclass_different_device 2025-07-24T04:04:30.6836630Z 2025-07-24T04:04:30.6836740Z Running test_utils 1/1 ... [2025-07-24 04:04:30.671209] 2025-07-24T04:04:30.6836970Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:04:30.6837670Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:04:30.671450] 2025-07-24T04:06:07.4718080Z 2025-07-24T04:06:07.4719900Z test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_1.1_3d78afec969ec02e_.log 2025-07-24T04:06:07.5911140Z Running 6035 items in this shard: test/test_utils.py::TestCheckpoint::test_checkpoint, test/test_utils.py::TestCheckpoint::test_checkpoint_module_list, test/test_utils.py::TestCheckpoint::test_checkpoint_no_tensors, test/test_utils.py::TestCheckpoint::test_checkpoint_non_tensor, test/test_utils.py::TestCheckpoint::test_checkpoint_non_tensor_inputs_outputs, test/test_utils.py::TestCheckpoint::test_checkpoint_not_preserve_rng_state_and_without_reentrant, test/test_utils.py::TestCheckpoint::test_checkpoint_partial_grad, test/test_utils.py::TestCheckpoint::test_checkpoint_rng_cpu, test/test_utils.py::TestCheckpoint::test_checkpoint_rng_cuda, test/test_utils.py::TestCheckpoint::test_checkpoint_sequential_deprecated_multiple_args, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_add_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addbmm_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcdiv_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcdiv_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcdiv_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcdiv_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcdiv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcdiv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addcmul_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmm_decomposed_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addmv_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_addr_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_alias_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_all_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_allclose_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_allclose_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_allclose_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_allclose_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_allclose_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_allclose_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amax_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amin_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_amin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_aminmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_aminmax_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_aminmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_aminmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_aminmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_aminmax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_aminmax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_aminmax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_aminmax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_aminmax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_angle_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_any_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_arange_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_arange_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_arange_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_arange_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_arange_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_arange_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_arange_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_arange_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_arange_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argmin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argsort_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argsort_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argsort_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argsort_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argsort_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argsort_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argsort_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argsort_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argsort_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argsort_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_argwhere_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_copy_cpu_float16, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_partial_views_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_as_strided_partial_views_cpu_bool, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bool_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_shapes_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_tensors_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_broadcast_to_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bucketize_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bucketize_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bucketize_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bucketize_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bucketize_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bucketize_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bucketize_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bucketize_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_bucketize_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_byte_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cartesian_prod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cat_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cauchy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cauchy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cauchy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cauchy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdist_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdist_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cdouble_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ceil_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cfloat_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chalf_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_char_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_inverse_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_inverse_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_inverse_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_inverse_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cholesky_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_chunk_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_max_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clamp_min_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_clone_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_column_stack_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_combinations_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_complex_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_complex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_complex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_conj_physical_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_constant_pad_nd_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_contiguous_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_copysign_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_corrcoef_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cos_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cosh_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_count_nonzero_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cov_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cross_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cummin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumprod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumsum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_cumulative_trapezoid_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_deg2rad_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diag_embed_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagflat_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diagonal_scatter_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_diff_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_digamma_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dist_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_floor_rounding_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_no_rounding_mode_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_div_trunc_rounding_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dot_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_double_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dsplit_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_dstack_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_einsum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_like_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_permuted_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_empty_strided_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eq_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_equal_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erf_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfc_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_erfinv_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exp_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_as_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expand_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_expm1_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exponential_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exponential_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exponential_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_exponential_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float8_e4m3fn, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float8_e4m3fnuz, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float8_e5m2, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_float8_e5m2fnuz, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_eye_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_fftshift_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_hfftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ifftshift_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_ihfftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_irfftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfft_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fft_rfftn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fill_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flatten_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flip_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fliplr_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_flipud_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_float_power_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_floor_divide_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_fmod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frac_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frac_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frac_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frac_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_frexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_uint16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_uint32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_full_like_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gather_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gcd_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gcd_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gcd_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gcd_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gcd_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ge_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geometric_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geqrf_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geqrf_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geqrf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_geqrf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gradient_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_grid_sampler_2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_gt_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_half_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_heaviside_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histc_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histc_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histc_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histc_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histogram_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histogram_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histogramdd_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_histogramdd_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hsplit_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hstack_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hypot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hypot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hypot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_hypot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_i0_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igamma_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igamma_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igamma_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igamma_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igammac_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igammac_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igammac_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_igammac_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_imag_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_imag_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_imag_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_add_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_fill_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_put_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_amin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_mean_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_reduce_prod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_index_select_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_inner_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_int_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isclose_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isfinite_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isinf_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isnan_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isneginf_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isposinf_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_isreal_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_istft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_istft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_item_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_2inputs_2outputs_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_4inputs_with_extra_args_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_binary_return_by_ref_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_jiterator_unary_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kron_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_kthvalue_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lcm_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lcm_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lcm_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lcm_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lcm_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ldexp_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_le_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lerp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lgamma_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_ex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_ex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_ex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cholesky_ex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cond_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cond_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cond_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cond_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_cross_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_det_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_det_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_det_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_det_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_diagonal_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eig_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eig_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eig_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eig_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigh_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigh_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvals_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvals_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvals_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvals_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvalsh_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvalsh_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvalsh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_eigvalsh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_householder_product_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_householder_product_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_householder_product_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_householder_product_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_ex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_ex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_ex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_inv_ex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_ex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_ex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_ex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_factor_ex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_ldl_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_grad_oriented_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_grad_oriented_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_grad_oriented_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lstsq_grad_oriented_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_ex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_ex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_ex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_factor_ex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_lu_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_power_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_power_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_power_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_power_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_hermitian_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_hermitian_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_hermitian_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_matrix_rank_hermitian_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_multi_dot_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_norm_subgradients_at_zero_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_hermitian_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_hermitian_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_hermitian_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_hermitian_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_singular_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_singular_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_singular_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_pinv_singular_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_qr_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_qr_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_qr_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_qr_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_slogdet_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_slogdet_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_slogdet_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_slogdet_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_ex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_ex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_ex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_ex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_triangular_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_triangular_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_triangular_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_solve_triangular_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svd_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svd_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svd_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svd_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svdvals_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svdvals_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svdvals_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_svdvals_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorinv_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorinv_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorinv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorinv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorsolve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorsolve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorsolve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_tensorsolve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vander_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vecdot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linalg_vector_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_linspace_tensor_overload_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log10_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log1p_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_normal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_normal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_normal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_normal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_log_softmax_with_dtype_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp2_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp2_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logaddexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logcumsumexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logdet_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logdet_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logdet_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logdet_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_and_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_not_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_or_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logical_xor_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logit_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logspace_tensor_overload_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_logsumexp_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_long_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lt_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_unpack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_unpack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_unpack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_lu_unpack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mH_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mT_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_amin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_argmin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumprod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_cumsum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_fill_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_log_softmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_log_softmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_log_softmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_log_softmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logaddexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logaddexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logaddexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logaddexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_logsumexp_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_median_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_median_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_median_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_median_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_normalize_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_prod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_scatter_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_select_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_softmin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_std_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_sum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_masked_var_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matmul_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_matrix_exp_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_binary_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_pool2d_with_indices_backward_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_pool2d_with_indices_backward_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_pool2d_with_indices_backward_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_pool2d_with_indices_backward_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_no_dim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_max_reduction_with_dim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_maximum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_median_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_list_of_tensors_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_meshgrid_variadic_tensors_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_binary_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_no_dim_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_no_dim_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_no_dim_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_no_dim_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_no_dim_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_no_dim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_no_dim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_no_dim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_no_dim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_no_dim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_min_reduction_with_dim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_minimum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mm_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mode_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_movedim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_msort_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mul_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_multinomial_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_multinomial_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_multinomial_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_multinomial_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mv_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_1_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_3_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_mvlgamma_mvlgamma_p_5_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nan_to_num_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanmedian_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanquantile_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nanquantile_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nansum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_narrow_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_batch_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_batch_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_batch_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_batch_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_dropout_backward_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_layer_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_layer_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_layer_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_native_layer_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ne_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_neg_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_empty_strided_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_full_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_ones_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_new_zeros_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nextafter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nextafter_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nextafter_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nextafter_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_avg_pool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_adaptive_max_pool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_alpha_dropout_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_alpha_dropout_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_alpha_dropout_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_alpha_dropout_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool1d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool2d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_avg_pool3d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_batch_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_batch_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_batch_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_batch_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_bilinear_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_with_logits_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_with_logits_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_binary_cross_entropy_with_logits_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_celu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_celu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_celu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_celu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_channel_shuffle_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv1d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv2d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv3d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose1d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose2d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_conv_transpose3d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_embedding_loss_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_similarity_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_similarity_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_similarity_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cosine_similarity_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cross_entropy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cross_entropy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cross_entropy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_cross_entropy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_ctc_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_ctc_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_dropout_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_elu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_elu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_elu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_elu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_bag_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_bag_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_bag_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_bag_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_embedding_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_with_train_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_with_train_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_with_train_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_feature_alpha_dropout_without_train_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_fractional_max_pool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gaussian_nll_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gaussian_nll_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gaussian_nll_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gaussian_nll_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gelu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gelu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gelu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_gelu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_glu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_glu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_glu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_glu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_grid_sample_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_grid_sample_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_grid_sample_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_grid_sample_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_group_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_group_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_group_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_group_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardshrink_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardshrink_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardshrink_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardshrink_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardsigmoid_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardsigmoid_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardsigmoid_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardsigmoid_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardswish_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardswish_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardswish_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardswish_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hardtanh_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hinge_embedding_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hinge_embedding_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hinge_embedding_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_hinge_embedding_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_huber_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_huber_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_huber_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_huber_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_instance_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_instance_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_instance_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_instance_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_area_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_area_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_area_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_area_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bicubic_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bicubic_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bicubic_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bicubic_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bicubic_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bilinear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bilinear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bilinear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bilinear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_bilinear_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_linear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_linear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_linear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_linear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest-exact_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest-exact_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest-exact_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest-exact_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest-exact_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_nearest_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_trilinear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_trilinear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_trilinear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_interpolate_trilinear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_kl_div_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_kl_div_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_kl_div_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_kl_div_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_l1_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_layer_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_layer_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_layer_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_layer_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_leaky_relu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_leaky_relu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_leaky_relu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_leaky_relu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_linear_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_local_response_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_local_response_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_local_response_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_local_response_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_local_response_norm_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_logsigmoid_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_logsigmoid_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_logsigmoid_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_logsigmoid_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_margin_ranking_loss_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool2d_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_pool3d_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_grad_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_grad_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_grad_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool1d_grad_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_grad_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_grad_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_grad_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool2d_grad_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_grad_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_grad_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_grad_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_max_unpool3d_grad_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mish_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mish_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mish_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mish_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mse_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mse_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mse_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_mse_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_head_attention_forward_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_head_attention_forward_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_head_attention_forward_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_head_attention_forward_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_margin_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multi_margin_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_margin_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_margin_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_soft_margin_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_soft_margin_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_multilabel_soft_margin_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_nll_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_nll_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_nll_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_nll_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_normalize_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_one_hot_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_circular_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_constant_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_reflect_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pad_replicate_negative_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pairwise_distance_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pdist_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pdist_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_shuffle_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_pixel_unshuffle_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_poisson_nll_loss_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_prelu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_prelu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_prelu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_prelu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu6_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_relu_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rms_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rrelu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rrelu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_rrelu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_scaled_dot_product_attention_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_scaled_dot_product_attention_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_scaled_dot_product_attention_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_scaled_dot_product_attention_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_selu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_selu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_selu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_selu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_complex_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_complex_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_silu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_smooth_l1_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_smooth_l1_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_smooth_l1_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_smooth_l1_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_soft_margin_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_soft_margin_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_soft_margin_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_soft_margin_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softmin_with_dtype_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softplus_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softplus_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softplus_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softplus_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softshrink_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softshrink_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softshrink_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softshrink_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_softsign_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_tanhshrink_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_threshold_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_loss_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_triplet_margin_with_distance_loss_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_unfold_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_bilinear_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_bilinear_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_bilinear_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_bilinear_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_bilinear_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_nearest_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_nearest_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_nearest_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_nearest_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nn_functional_upsample_nearest_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_nonzero_static_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_fro_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_inf_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_nuc_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_nuc_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_nuc_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_norm_nuc_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_in_place_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_number_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_number_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_number_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_normal_number_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ones_like_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ormqr_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ormqr_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ormqr_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ormqr_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_outer_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pca_lowrank_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pca_lowrank_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pca_lowrank_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pca_lowrank_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_permute_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pinverse_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pinverse_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pinverse_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pinverse_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polar_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polar_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_0_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_1_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_2_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_3_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_polygamma_polygamma_n_4_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_positive_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_pow_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_prod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_put_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_qr_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_qr_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_qr_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_qr_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_quantile_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_quantile_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rad2deg_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rand_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randint_like_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_randn_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_ravel_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_real_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reciprocal_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_remainder_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_renorm_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_repeat_interleave_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_as_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_reshape_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize__cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resize_as__cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_conj_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_resolve_neg_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_roll_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rot90_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_decimals_0_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_decimals_0_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_decimals_0_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_decimals_0_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_decimals_3_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_decimals_3_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_decimals_3_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_decimals_neg_3_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_decimals_neg_3_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_round_decimals_neg_3_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsqrt_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_rsub_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scalar_tensor_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_add_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amax_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amax_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amax_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amax_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amax_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amax_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amin_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_amin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_mean_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_prod_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_scatter_reduce_sum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_searchsorted_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_select_scatter_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sgn_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_short_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sigmoid_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sign_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_bartlett_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_bartlett_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_blackman_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_blackman_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_cosine_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_cosine_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_exponential_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_exponential_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_gaussian_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_gaussian_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_general_cosine_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_general_cosine_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_general_hamming_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_general_hamming_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_hamming_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_hamming_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_hann_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_hann_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_kaiser_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_kaiser_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_nuttall_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signal_windows_nuttall_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_signbit_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sin_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinc_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sinh_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_slice_scatter_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_softmax_with_dtype_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sort_cpu_int64, 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test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_squeeze_multiple_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stack_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_mean_unbiased_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_std_unbiased_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stft_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stft_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stft_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_stft_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sub_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_sum_to_size_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_lowrank_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_lowrank_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_lowrank_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_svd_lowrank_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_t_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_along_dim_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_take_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tan_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tanh_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensor_split_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tensordot_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tile_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_to_sparse_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_topk_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch__scaled_mm_cpu_float8_e4m3fn, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch__scaled_mm_cpu_float8_e4m3fnuz, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch__scaled_mm_cpu_float8_e5m2, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch__scaled_mm_cpu_float8_e5m2fnuz, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_torch_ops_aten__safe_softmax_default_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trace_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_transpose_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapezoid_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trapz_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triangular_solve_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triangular_solve_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triangular_solve_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triangular_solve_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_indices_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_tril_indices_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_indices_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_triu_indices_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_true_divide_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_trunc_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unbind_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unflatten_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unfold_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_uniform_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_consecutive_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_uint16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_uint32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_uint64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unique_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unravel_index_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unravel_index_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unravel_index_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unravel_index_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unravel_index_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_chunk_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsafe_split_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_unsqueeze_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_mean_unbiased_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_var_unbiased_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vdot_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_complex_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_complex_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_complex_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_real_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_as_real_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_copy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_view_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vsplit_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_vstack_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_where_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_xlogy_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zero__cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_bfloat16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_bool, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_complex128, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_complex32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_complex64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_float16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_float32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_float64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_int16, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_int32, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_int64, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_int8, test/test_utils.py::TestDeviceUtilsCPU::test_device_mode_ops_zeros_like_cpu_uint8, test/test_utils.py::TestDeviceUtilsCPU::test_get_default_device_cpu, test/test_utils.py::TestDeviceUtilsCPU::test_get_default_device_more_cpu, test/test_utils.py::TestDeviceUtilsCPU::test_nn_module_cpu, test/test_utils.py::TestDeviceUtilsCPU::test_set_default_device_cpu, test/test_utils.py::TestCppExtensionUtils::test_cc_compiler_is_ok, test/test_utils.py::TestCppExtensionUtils::test_cpp_compiler_is_ok, test/test_utils.py::TestTraceback::test_basic, test/test_utils.py::TestTraceback::test_captured_traceback, test/test_utils.py::TestTraceback::test_captured_traceback_format_all, test/test_utils.py::TestTraceback::test_captured_traceback_format_all_cached, test/test_utils.py::TestTraceback::test_format_traceback_short, test/test_utils.py::TestTryImport::test_import_existing, test/test_utils.py::TestTryImport::test_import_imported, test/test_utils.py::TestTryImport::test_import_missing, test/test_utils.py::TestDeprecate::test_deprecated 2025-07-24T04:06:07.7795720Z 2025-07-24T04:06:07.7795910Z Running test_multiprocessing 1/1 ... [2025-07-24 04:06:07.476104] 2025-07-24T04:06:07.7796200Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:06:07.7796970Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_multiprocessing.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:06:07.476416] 2025-07-24T04:09:11.5844340Z 2025-07-24T04:09:11.5844940Z test_multiprocessing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_multiprocessing_1.1_f59ee9775a4927d4_.log 2025-07-24T04:09:11.5855960Z Running 42 items in this shard: test/test_multiprocessing.py::TestMultiprocessing::test_autograd_errors, test/test_multiprocessing.py::TestMultiprocessing::test_autograd_fine_with_spawn, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_bad_call, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_ipc_deadlock, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_memory_allocation, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_parameter_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_send_many, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_simple, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_small_tensors, test/test_multiprocessing.py::TestMultiprocessing::test_cuda_variable_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_empty_shared, test/test_multiprocessing.py::TestMultiprocessing::test_empty_tensor_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_empty_tensor_sharing_cuda, test/test_multiprocessing.py::TestMultiprocessing::test_empty_tensor_sharing_meta, test/test_multiprocessing.py::TestMultiprocessing::test_event, test/test_multiprocessing.py::TestMultiprocessing::test_event_handle_exporter, test/test_multiprocessing.py::TestMultiprocessing::test_event_handle_importer, test/test_multiprocessing.py::TestMultiprocessing::test_event_handle_multi_gpu, test/test_multiprocessing.py::TestMultiprocessing::test_event_multiprocess, test/test_multiprocessing.py::TestMultiprocessing::test_fd_pool, test/test_multiprocessing.py::TestMultiprocessing::test_fd_preserve_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_fd_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_fs, test/test_multiprocessing.py::TestMultiprocessing::test_fs_is_shared, test/test_multiprocessing.py::TestMultiprocessing::test_fs_pool, test/test_multiprocessing.py::TestMultiprocessing::test_fs_preserve_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_fs_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_inherit_tensor, test/test_multiprocessing.py::TestMultiprocessing::test_integer_parameter_serialization_cpu, test/test_multiprocessing.py::TestMultiprocessing::test_integer_parameter_serialization_cuda, test/test_multiprocessing.py::TestMultiprocessing::test_is_shared, test/test_multiprocessing.py::TestMultiprocessing::test_is_shared_cuda, test/test_multiprocessing.py::TestMultiprocessing::test_leaf_variable_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_meta_simple, test/test_multiprocessing.py::TestMultiprocessing::test_mixed_types_cuda_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_non_leaf_variable_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_parameter_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_rebuild_cuda_tensor, test/test_multiprocessing.py::TestMultiprocessing::test_set_thread_name, test/test_multiprocessing.py::TestMultiprocessing::test_tensor_sharing_meta, test/test_multiprocessing.py::TestMultiprocessing::test_variable_sharing, test/test_multiprocessing.py::TestMultiprocessing::test_wrong_cuda_fork 2025-07-24T04:09:11.5865380Z 2025-07-24T04:09:11.5865570Z Running test_cpp_extensions_aot_no_ninja 1/1 ... [2025-07-24 04:09:11.584788] 2025-07-24T04:09:12.9510200Z running install 2025-07-24T04:09:12.9511350Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2025-07-24T04:09:12.9511910Z !! 2025-07-24T04:09:12.9511980Z 2025-07-24T04:09:12.9512110Z ******************************************************************************** 2025-07-24T04:09:12.9512390Z Please avoid running ``setup.py`` directly. 2025-07-24T04:09:12.9512660Z Instead, use pypa/build, pypa/installer or other 2025-07-24T04:09:12.9512880Z standards-based tools. 2025-07-24T04:09:12.9513010Z 2025-07-24T04:09:12.9513220Z See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2025-07-24T04:09:12.9513670Z ******************************************************************************** 2025-07-24T04:09:12.9513820Z 2025-07-24T04:09:12.9513870Z !! 2025-07-24T04:09:12.9513990Z self.initialize_options() 2025-07-24T04:09:12.9578770Z running build 2025-07-24T04:09:12.9579060Z running build_py 2025-07-24T04:09:12.9616090Z creating build 2025-07-24T04:09:12.9618070Z creating build/lib.macosx-14.0-arm64-cpython-312 2025-07-24T04:09:12.9618400Z creating build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension 2025-07-24T04:09:12.9619650Z copying torch_test_cpp_extension/__init__.py -> build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension 2025-07-24T04:09:12.9628960Z running build_ext 2025-07-24T04:09:12.9636980Z building 'torch_test_cpp_extension.cpp' extension 2025-07-24T04:09:12.9637370Z creating build/temp.macosx-14.0-arm64-cpython-312 2025-07-24T04:09:12.9640920Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c extension.cpp -o build/temp.macosx-14.0-arm64-cpython-312/extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=cpp -std=c++17 2025-07-24T04:09:19.6221140Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/cpp.cpython-312-darwin.so 2025-07-24T04:09:19.6647910Z building 'torch_test_cpp_extension.maia' extension 2025-07-24T04:09:19.6651310Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c maia_extension.cpp -o build/temp.macosx-14.0-arm64-cpython-312/maia_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=maia -std=c++17 2025-07-24T04:09:26.1128170Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/maia_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/maia.cpython-312-darwin.so 2025-07-24T04:09:26.1561210Z building 'torch_test_cpp_extension.rng' extension 2025-07-24T04:09:26.1564360Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c rng_extension.cpp -o build/temp.macosx-14.0-arm64-cpython-312/rng_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=rng -std=c++17 2025-07-24T04:09:33.2373930Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/rng_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/rng.cpython-312-darwin.so 2025-07-24T04:09:33.2812820Z building 'torch_test_cpp_extension.mps' extension 2025-07-24T04:09:33.2815530Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c mps_extension.mm -o build/temp.macosx-14.0-arm64-cpython-312/mps_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=mps -std=c++17 2025-07-24T04:09:36.9141050Z In file included from mps_extension.mm:2: 2025-07-24T04:09:36.9141660Z In file included from /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/native/mps/OperationUtils.h:10: 2025-07-24T04:09:36.9142710Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/mps/MPSStream.h:120:3: warning: 'MPSGraphCompilationDescriptor' is only available on macOS 12.0 or newer [-Wunguarded-availability-new] 2025-07-24T04:09:36.9143550Z MPSGraphCompilationDescriptor* _compilationDescriptor = nil; 2025-07-24T04:09:36.9143800Z ^ 2025-07-24T04:09:36.9144600Z /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraph.h:94:12: note: 'MPSGraphCompilationDescriptor' has been marked as being introduced in macOS 12.0 here, but the deployment target is macOS 11.1.0 2025-07-24T04:09:36.9145540Z @interface MPSGraphCompilationDescriptor : MPSGraphObject 2025-07-24T04:09:36.9145820Z ^ 2025-07-24T04:09:36.9146380Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/mps/MPSStream.h:54:17: note: annotate 'MPSStream' with an availability attribute to silence this warning 2025-07-24T04:09:36.9146980Z class TORCH_API MPSStream { 2025-07-24T04:09:36.9147140Z ^ 2025-07-24T04:09:36.9147280Z API_AVAILABLE(macos(12.0)) 2025-07-24T04:09:39.6936160Z 1 warning generated. 2025-07-24T04:09:39.7039350Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/mps_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/mps.cpython-312-darwin.so 2025-07-24T04:09:39.7468900Z running install_lib 2025-07-24T04:09:39.7506190Z creating install 2025-07-24T04:09:39.7506660Z creating install/Users 2025-07-24T04:09:39.7507220Z creating install/Users/ec2-user 2025-07-24T04:09:39.7507700Z creating install/Users/ec2-user/runner 2025-07-24T04:09:39.7508220Z creating install/Users/ec2-user/runner/_work 2025-07-24T04:09:39.7508690Z creating install/Users/ec2-user/runner/_work/_temp 2025-07-24T04:09:39.7509220Z creating install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:09:39.7509800Z creating install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib 2025-07-24T04:09:39.7510310Z creating install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12 2025-07-24T04:09:39.7510810Z creating install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages 2025-07-24T04:09:39.7511880Z creating install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:09:39.7512990Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/cpp.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:09:39.7523350Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/mps.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:09:39.7524450Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/__init__.py -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:09:39.7525510Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/rng.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:09:39.7526610Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/maia.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:09:39.7528530Z byte-compiling ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension/__init__.py to __init__.cpython-312.pyc 2025-07-24T04:09:39.7535440Z running install_egg_info 2025-07-24T04:09:39.7609420Z running egg_info 2025-07-24T04:09:39.7609780Z creating torch_test_cpp_extension.egg-info 2025-07-24T04:09:39.7636370Z writing torch_test_cpp_extension.egg-info/PKG-INFO 2025-07-24T04:09:39.7639700Z writing dependency_links to torch_test_cpp_extension.egg-info/dependency_links.txt 2025-07-24T04:09:39.7640890Z writing entry points to torch_test_cpp_extension.egg-info/entry_points.txt 2025-07-24T04:09:39.7642440Z writing top-level names to torch_test_cpp_extension.egg-info/top_level.txt 2025-07-24T04:09:39.7643410Z writing manifest file 'torch_test_cpp_extension.egg-info/SOURCES.txt' 2025-07-24T04:09:39.7672900Z reading manifest file 'torch_test_cpp_extension.egg-info/SOURCES.txt' 2025-07-24T04:09:39.7676010Z writing manifest file 'torch_test_cpp_extension.egg-info/SOURCES.txt' 2025-07-24T04:09:39.7676880Z Copying torch_test_cpp_extension.egg-info to ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension-0.0.0-py3.12.egg-info 2025-07-24T04:09:39.7686110Z running install_scripts 2025-07-24T04:09:40.9542510Z running install 2025-07-24T04:09:40.9543470Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2025-07-24T04:09:40.9544020Z !! 2025-07-24T04:09:40.9544090Z 2025-07-24T04:09:40.9544180Z ******************************************************************************** 2025-07-24T04:09:40.9544440Z Please avoid running ``setup.py`` directly. 2025-07-24T04:09:40.9544690Z Instead, use pypa/build, pypa/installer or other 2025-07-24T04:09:40.9544920Z standards-based tools. 2025-07-24T04:09:40.9545060Z 2025-07-24T04:09:40.9545260Z See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2025-07-24T04:09:40.9545840Z ******************************************************************************** 2025-07-24T04:09:40.9545990Z 2025-07-24T04:09:40.9546040Z !! 2025-07-24T04:09:40.9546160Z self.initialize_options() 2025-07-24T04:09:40.9608860Z running build 2025-07-24T04:09:40.9609050Z running build_ext 2025-07-24T04:09:40.9921440Z building 'no_python_abi_suffix_test' extension 2025-07-24T04:09:40.9921990Z creating /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/no_python_abi_suffix_test/build 2025-07-24T04:09:40.9922710Z creating /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/no_python_abi_suffix_test/build/temp.macosx-14.0-arm64-cpython-312 2025-07-24T04:09:41.0654580Z [1/1] clang++ -MMD -MF /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/no_python_abi_suffix_test/build/temp.macosx-14.0-arm64-cpython-312/no_python_abi_suffix_test.o.d -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c -c /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/no_python_abi_suffix_test/no_python_abi_suffix_test.cpp -o /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/no_python_abi_suffix_test/build/temp.macosx-14.0-arm64-cpython-312/no_python_abi_suffix_test.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_clang"' '-DPYBIND11_STDLIB="_libcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1002"' -DTORCH_EXTENSION_NAME=no_python_abi_suffix_test -std=c++17 2025-07-24T04:09:41.0689910Z creating build/lib.macosx-14.0-arm64-cpython-312 2025-07-24T04:09:41.0692300Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/no_python_abi_suffix_test/build/temp.macosx-14.0-arm64-cpython-312/no_python_abi_suffix_test.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/no_python_abi_suffix_test.so 2025-07-24T04:09:41.1104060Z running install_lib 2025-07-24T04:09:41.1140120Z creating install 2025-07-24T04:09:41.1140610Z creating install/Users 2025-07-24T04:09:41.1141190Z creating install/Users/ec2-user 2025-07-24T04:09:41.1141710Z creating install/Users/ec2-user/runner 2025-07-24T04:09:41.1142250Z creating install/Users/ec2-user/runner/_work 2025-07-24T04:09:41.1142780Z creating install/Users/ec2-user/runner/_work/_temp 2025-07-24T04:09:41.1143380Z creating install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T04:09:41.1143910Z creating install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib 2025-07-24T04:09:41.1144460Z creating install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12 2025-07-24T04:09:41.1145180Z creating install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages 2025-07-24T04:09:41.1145880Z copying build/lib.macosx-14.0-arm64-cpython-312/no_python_abi_suffix_test.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages 2025-07-24T04:09:41.1150630Z running install_egg_info 2025-07-24T04:09:41.1228690Z running egg_info 2025-07-24T04:09:41.1228940Z creating no_python_abi_suffix_test.egg-info 2025-07-24T04:09:41.1255490Z writing no_python_abi_suffix_test.egg-info/PKG-INFO 2025-07-24T04:09:41.1259290Z writing dependency_links to no_python_abi_suffix_test.egg-info/dependency_links.txt 2025-07-24T04:09:41.1260550Z writing top-level names to no_python_abi_suffix_test.egg-info/top_level.txt 2025-07-24T04:09:41.1261630Z writing manifest file 'no_python_abi_suffix_test.egg-info/SOURCES.txt' 2025-07-24T04:09:41.1289710Z reading manifest file 'no_python_abi_suffix_test.egg-info/SOURCES.txt' 2025-07-24T04:09:41.1292770Z writing manifest file 'no_python_abi_suffix_test.egg-info/SOURCES.txt' 2025-07-24T04:09:41.1293620Z Copying no_python_abi_suffix_test.egg-info to ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/no_python_abi_suffix_test-0.0.0-py3.12.egg-info 2025-07-24T04:09:41.1302760Z running install_scripts 2025-07-24T04:09:41.3338620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:09:41.3342930Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cpp_extensions_aot_no_ninja.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:09:41.334153] 2025-07-24T04:09:43.4428480Z 2025-07-24T04:09:43.4429130Z test_cpp_extensions_aot_no_ninja 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_aot_no_ninja_1.1_afa6e3960c110c92_.log 2025-07-24T04:09:43.4433840Z Running 21 items in this shard: test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_backward, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cublas_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cuda_dlink_libs, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cuda_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cusolver_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_extension_function, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_extension_module, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_mps_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_no_python_abi_suffix_sets_the_correct_library_name, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_optional, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_sycl_extension, test/test_cpp_extensions_aot_no_ninja.py::TestPybindTypeCasters::test_pybind_return_types, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_add, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_autocast_apis_for_maia_device, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_conv_backend_override, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_matmul_autocast_default_precision, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_matmul_autocast_float16_precision, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_unregistered, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_zeros, test/test_cpp_extensions_aot_no_ninja.py::TestRNGExtension::test_rng, test/test_cpp_extensions_aot_no_ninja.py::TestTorchLibrary::test_torch_library 2025-07-24T04:09:43.4438300Z 2025-07-24T04:09:43.4438430Z Running test_extension_utils 1/1 ... [2025-07-24 04:09:43.443297] 2025-07-24T04:09:43.4438690Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:09:43.4439410Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_extension_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:09:43.443526] 2025-07-24T04:09:45.2680010Z 2025-07-24T04:09:45.2680530Z test_extension_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_extension_utils_1.1_282dc6001587b458_.log 2025-07-24T04:09:45.2681490Z Running 2 items in this shard: test/test_extension_utils.py::TestExtensionUtils::test_external_module_register, test/test_extension_utils.py::TestExtensionUtils::test_external_module_register_with_renamed_backend 2025-07-24T04:09:45.2682200Z 2025-07-24T04:09:45.2683260Z Running test_transformers_privateuse1 1/1 ... [2025-07-24 04:09:45.268282] 2025-07-24T04:09:45.2684840Z Running test_cpp_extensions_aot_ninja 1/1 ... [2025-07-24 04:09:45.268459] 2025-07-24T04:09:46.6718590Z running install 2025-07-24T04:09:46.6719710Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2025-07-24T04:09:46.6720270Z !! 2025-07-24T04:09:46.6720340Z 2025-07-24T04:09:46.6720430Z ******************************************************************************** 2025-07-24T04:09:46.6720690Z Please avoid running ``setup.py`` directly. 2025-07-24T04:09:46.6720940Z Instead, use pypa/build, pypa/installer or other 2025-07-24T04:09:46.6721160Z standards-based tools. 2025-07-24T04:09:46.6721270Z 2025-07-24T04:09:46.6721790Z See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2025-07-24T04:09:46.6722140Z ******************************************************************************** 2025-07-24T04:09:46.6722290Z 2025-07-24T04:09:46.6722340Z !! 2025-07-24T04:09:46.6722460Z self.initialize_options() 2025-07-24T04:09:46.6786070Z running build 2025-07-24T04:09:46.6786330Z running build_py 2025-07-24T04:09:46.6815980Z creating build 2025-07-24T04:09:46.6816500Z creating build/lib.macosx-14.0-arm64-cpython-312 2025-07-24T04:09:46.6817150Z creating build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension 2025-07-24T04:09:46.6817890Z copying torch_test_cpp_extension/__init__.py -> build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension 2025-07-24T04:09:46.6821130Z running build_ext 2025-07-24T04:09:46.7129090Z building 'torch_test_cpp_extension.cpp' extension 2025-07-24T04:09:46.7129590Z creating /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312 2025-07-24T04:09:53.4081600Z [1/1] clang++ -MMD -MF /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/extension.o.d -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -I/Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/self_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c -c /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/extension.cpp -o /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_clang"' '-DPYBIND11_STDLIB="_libcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1002"' -DTORCH_EXTENSION_NAME=cpp -std=c++17 2025-07-24T04:09:53.4193150Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/cpp.cpython-312-darwin.so 2025-07-24T04:09:53.4625200Z building 'torch_test_cpp_extension.maia' extension 2025-07-24T04:09:59.9819900Z [1/1] clang++ -MMD -MF /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/maia_extension.o.d -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -I/Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/self_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c -c /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/maia_extension.cpp -o /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/maia_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_clang"' '-DPYBIND11_STDLIB="_libcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1002"' -DTORCH_EXTENSION_NAME=maia -std=c++17 2025-07-24T04:09:59.9858850Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/maia_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/maia.cpython-312-darwin.so 2025-07-24T04:10:00.0300000Z building 'torch_test_cpp_extension.rng' extension 2025-07-24T04:10:07.2217280Z [1/1] clang++ -MMD -MF /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/rng_extension.o.d -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -I/Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/self_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c -c /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/rng_extension.cpp -o /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/rng_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_clang"' '-DPYBIND11_STDLIB="_libcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1002"' -DTORCH_EXTENSION_NAME=rng -std=c++17 2025-07-24T04:10:07.2258240Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/rng_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/rng.cpython-312-darwin.so 2025-07-24T04:10:07.2689360Z building 'torch_test_cpp_extension.mps' extension 2025-07-24T04:10:13.7724640Z [1/1] clang++ -MMD -MF /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/mps_extension.o.d -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -I/Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/self_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c -c /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/mps_extension.mm -o /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/mps_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_clang"' '-DPYBIND11_STDLIB="_libcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1002"' -DTORCH_EXTENSION_NAME=mps -std=c++17 2025-07-24T04:10:13.7728450Z In file included from /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/mps_extension.mm:2: 2025-07-24T04:10:13.7729110Z In file included from /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/native/mps/OperationUtils.h:10: 2025-07-24T04:10:13.7730250Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/mps/MPSStream.h:120:3: warning: 'MPSGraphCompilationDescriptor' is only available on macOS 12.0 or newer [-Wunguarded-availability-new] 2025-07-24T04:10:13.7731060Z MPSGraphCompilationDescriptor* _compilationDescriptor = nil; 2025-07-24T04:10:13.7731310Z ^ 2025-07-24T04:10:13.7732080Z /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraph.h:94:12: note: 'MPSGraphCompilationDescriptor' has been marked as being introduced in macOS 12.0 here, but the deployment target is macOS 11.1.0 2025-07-24T04:10:13.7732990Z @interface MPSGraphCompilationDescriptor : MPSGraphObject 2025-07-24T04:10:13.7733260Z ^ 2025-07-24T04:10:13.7733810Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/mps/MPSStream.h:54:17: note: annotate 'MPSStream' with an availability attribute to silence this warning 2025-07-24T04:10:13.7734400Z class TORCH_API MPSStream { 2025-07-24T04:10:13.7734560Z ^ 2025-07-24T04:10:13.7734710Z API_AVAILABLE(macos(12.0)) 2025-07-24T04:10:13.7734880Z 1 warning generated. 2025-07-24T04:10:13.7763840Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/build/temp.macosx-14.0-arm64-cpython-312/mps_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/mps.cpython-312-darwin.so 2025-07-24T04:10:13.8188620Z running install_lib 2025-07-24T04:10:13.8227240Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/cpp.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:10:13.8231750Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/mps.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:10:13.8234690Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/rng.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:10:13.8238090Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/maia.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:10:13.8243780Z running install_egg_info 2025-07-24T04:10:13.8316360Z running egg_info 2025-07-24T04:10:13.8341810Z writing torch_test_cpp_extension.egg-info/PKG-INFO 2025-07-24T04:10:13.8346060Z writing dependency_links to torch_test_cpp_extension.egg-info/dependency_links.txt 2025-07-24T04:10:13.8347290Z writing entry points to torch_test_cpp_extension.egg-info/entry_points.txt 2025-07-24T04:10:13.8348550Z writing top-level names to torch_test_cpp_extension.egg-info/top_level.txt 2025-07-24T04:10:13.8378650Z reading manifest file 'torch_test_cpp_extension.egg-info/SOURCES.txt' 2025-07-24T04:10:13.8382280Z writing manifest file 'torch_test_cpp_extension.egg-info/SOURCES.txt' 2025-07-24T04:10:13.8383280Z removing './install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension-0.0.0-py3.12.egg-info' (and everything under it) 2025-07-24T04:10:13.8387090Z Copying torch_test_cpp_extension.egg-info to ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension-0.0.0-py3.12.egg-info 2025-07-24T04:10:13.8395960Z running install_scripts 2025-07-24T04:10:15.0000150Z running install 2025-07-24T04:10:15.0000950Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2025-07-24T04:10:15.0001510Z !! 2025-07-24T04:10:15.0001590Z 2025-07-24T04:10:15.0002310Z ******************************************************************************** 2025-07-24T04:10:15.0002570Z Please avoid running ``setup.py`` directly. 2025-07-24T04:10:15.0002810Z Instead, use pypa/build, pypa/installer or other 2025-07-24T04:10:15.0003030Z standards-based tools. 2025-07-24T04:10:15.0003150Z 2025-07-24T04:10:15.0003350Z See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2025-07-24T04:10:15.0003680Z ******************************************************************************** 2025-07-24T04:10:15.0003830Z 2025-07-24T04:10:15.0003870Z !! 2025-07-24T04:10:15.0003990Z self.initialize_options() 2025-07-24T04:10:15.0065690Z running build 2025-07-24T04:10:15.0065960Z running build_ext 2025-07-24T04:10:15.0375840Z building 'no_python_abi_suffix_test' extension 2025-07-24T04:10:15.0907400Z ninja: no work to do. 2025-07-24T04:10:15.0941410Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk /Users/ec2-user/runner/_work/pytorch/pytorch/test/cpp_extensions/no_python_abi_suffix_test/build/temp.macosx-14.0-arm64-cpython-312/no_python_abi_suffix_test.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/no_python_abi_suffix_test.so 2025-07-24T04:10:15.1352560Z running install_lib 2025-07-24T04:10:15.1388150Z copying build/lib.macosx-14.0-arm64-cpython-312/no_python_abi_suffix_test.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages 2025-07-24T04:10:15.1392860Z running install_egg_info 2025-07-24T04:10:15.1470650Z running egg_info 2025-07-24T04:10:15.1496120Z writing no_python_abi_suffix_test.egg-info/PKG-INFO 2025-07-24T04:10:15.1500510Z writing dependency_links to no_python_abi_suffix_test.egg-info/dependency_links.txt 2025-07-24T04:10:15.1502030Z writing top-level names to no_python_abi_suffix_test.egg-info/top_level.txt 2025-07-24T04:10:15.1530180Z reading manifest file 'no_python_abi_suffix_test.egg-info/SOURCES.txt' 2025-07-24T04:10:15.1533660Z writing manifest file 'no_python_abi_suffix_test.egg-info/SOURCES.txt' 2025-07-24T04:10:15.1534580Z removing './install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/no_python_abi_suffix_test-0.0.0-py3.12.egg-info' (and everything under it) 2025-07-24T04:10:15.1538220Z Copying no_python_abi_suffix_test.egg-info to ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/no_python_abi_suffix_test-0.0.0-py3.12.egg-info 2025-07-24T04:10:15.1545400Z running install_scripts 2025-07-24T04:10:15.3564700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:10:15.3568500Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cpp_extensions_aot_ninja.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:10:15.356731] 2025-07-24T04:10:17.4762560Z 2025-07-24T04:10:17.4763190Z test_cpp_extensions_aot_ninja 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_aot_ninja_1.1_eee9c118887a5550_.log 2025-07-24T04:10:17.4768120Z Running 21 items in this shard: test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_backward, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cublas_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cuda_dlink_libs, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cuda_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cusolver_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_extension_function, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_extension_module, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_mps_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_no_python_abi_suffix_sets_the_correct_library_name, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_optional, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_sycl_extension, test/test_cpp_extensions_aot_ninja.py::TestPybindTypeCasters::test_pybind_return_types, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_add, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_autocast_apis_for_maia_device, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_conv_backend_override, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_matmul_autocast_default_precision, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_matmul_autocast_float16_precision, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_unregistered, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_zeros, test/test_cpp_extensions_aot_ninja.py::TestRNGExtension::test_rng, test/test_cpp_extensions_aot_ninja.py::TestTorchLibrary::test_torch_library 2025-07-24T04:10:17.4772470Z 2025-07-24T04:10:17.4772590Z Running test_dispatch 1/1 ... [2025-07-24 04:10:17.476673] 2025-07-24T04:10:17.4772840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:10:17.4773540Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_dispatch.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:10:17.476906] 2025-07-24T04:10:37.3857170Z 2025-07-24T04:10:37.3857820Z test_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dispatch_1.1_ddce5f65ad01f6f3_.log 2025-07-24T04:10:37.3865350Z Running 32 items in this shard: test/test_dispatch.py::TestDispatch::test_all_invariants, test/test_dispatch.py::TestDispatch::test_computed_table, test/test_dispatch.py::TestDispatch::test_computed_table_with_ambiguous_autogradother, test/test_dispatch.py::TestDispatch::test_computed_table_with_autograd, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_autograd_defaultbackend, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_autograd_math, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_autograd_math_defaultbackend, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_defaultbackend, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_math, test/test_dispatch.py::TestDispatch::test_computed_table_with_cpu_math_autogradcpu_fallthrough, test/test_dispatch.py::TestDispatch::test_computed_table_with_math, test/test_dispatch.py::TestDispatch::test_def, test/test_dispatch.py::TestDispatch::test_def_impl_schema_mismatch, test/test_dispatch.py::TestDispatch::test_def_only, test/test_dispatch.py::TestDispatch::test_def_with_explicit_alias, test/test_dispatch.py::TestDispatch::test_def_with_inference, test/test_dispatch.py::TestDispatch::test_dispatch_print_registrations_for_dispatch_key_invalid, test/test_dispatch.py::TestDispatch::test_find_dangling_impls, test/test_dispatch.py::TestDispatch::test_find_dangling_impls_ext, test/test_dispatch.py::TestDispatch::test_impl_only, test/test_dispatch.py::TestDispatch::test_multiple_def_alias_defaulting, test/test_dispatch.py::TestDispatch::test_multiple_def_alias_mismatch, test/test_dispatch.py::TestDispatch::test_multiple_def_error, test/test_dispatch.py::TestDispatch::test_multiple_fallback, test/test_dispatch.py::TestDispatch::test_overwrite_math, test/test_dispatch.py::TestPythonDispatcher::test_autogradother, test/test_dispatch.py::TestPythonDispatcher::test_basic, test/test_dispatch.py::TestPythonDispatcher::test_defaultbackend_autogradcpu, test/test_dispatch.py::TestPythonDispatcher::test_defaultbackend_math, test/test_dispatch.py::TestPythonDispatcher::test_duplicate_registrations, test/test_dispatch.py::TestPythonDispatcher::test_math_autogradcpu, test/test_dispatch.py::TestPythonDispatcher::test_quantized_structured_not_implemented 2025-07-24T04:10:37.3872170Z 2025-07-24T04:10:37.3872310Z Running test_autocast 1/1 ... [2025-07-24 04:10:37.386061] 2025-07-24T04:10:37.3872600Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:10:37.3873440Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_autocast.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:10:37.386335] 2025-07-24T04:10:39.7412290Z 2025-07-24T04:10:39.7412800Z test_autocast 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autocast_1.1_d2ca2d398a6cec56_.log 2025-07-24T04:10:39.7417240Z Running 20 items in this shard: test/test_autocast.py::TestAutocastCPU::test_autocast_disabled_with_fp32_dtype, test/test_autocast.py::TestAutocastCPU::test_autocast_methods_expect_builtin_promote, test/test_autocast.py::TestAutocastCPU::test_autocast_nn_16, test/test_autocast.py::TestAutocastCPU::test_autocast_nn_fp32, test/test_autocast.py::TestAutocastCPU::test_autocast_rnn, test/test_autocast.py::TestAutocastCPU::test_autocast_torch_16, test/test_autocast.py::TestAutocastCPU::test_autocast_torch_expect_builtin_promote, test/test_autocast.py::TestAutocastCPU::test_autocast_torch_fp32, test/test_autocast.py::TestAutocastCPU::test_autocast_torch_need_autocast_promote, test/test_autocast.py::TestAutocastCPU::test_cpu_autocast_deprecated_warning, test/test_autocast.py::TestAutocastCPU::test_generic_autocast, test/test_autocast.py::TestAutocastGPU::test_autocast_prioritize, test/test_autocast.py::TestAutocastGPU::test_cache_disabled, test/test_autocast.py::TestAutocastGPU::test_cast_cache_is_global, test/test_autocast.py::TestAutocastMPS::test_cast_cache_is_global, test/test_autocast.py::TestAutocastMPS::test_mps_autocast_bfloat16_supported, test/test_autocast.py::TestAutocastMPS::test_mps_autocast_error_message, test/test_autocast.py::TestTorchAutocast::test_autocast_fast_dtype, test/test_autocast.py::TestTorchAutocast::test_invalid_device, test/test_autocast.py::TestTorchAutocast::test_non_string_device 2025-07-24T04:10:39.7421380Z 2025-07-24T04:10:39.7421540Z Running test_tensor_creation_ops 1/1 ... [2025-07-24 04:10:39.741567] 2025-07-24T04:10:39.7421850Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:10:39.7422910Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_tensor_creation_ops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:10:39.741847] 2025-07-24T04:10:50.0350780Z 2025-07-24T04:10:50.0351320Z test_tensor_creation_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensor_creation_ops_1.1_8d33fe0930b04a15_.log 2025-07-24T04:10:50.0487330Z Running 641 items in this shard: test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_device_vs_cpu_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_device_vs_cpu_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_device_vs_cpu_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_device_vs_cpu_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_inference_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_lowp_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_arange_lowp_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_as_strided_neg_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_as_tensor_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_block_diag_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_block_diag_scipy_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cartesian_prod_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat2_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat2_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat2_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_all_dtypes_and_devices_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_big_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_empty_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_empty_legacy_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_in_channels_last_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_mem_overlap_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_channels_last_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_uint64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_fast_path_dim0_dim1_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_out_memory_format_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_preserve_channels_last_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_cat_stack_cross_devices_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_combinations_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_complex_type_conversions_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_concat_empty_list_error_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_constructor_device_legacy_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_constructor_dtypes_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_ctor_with_numpy_array_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_device_rounding_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_device_rounding_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_diag_embed_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_diagflat_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dsplit_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dsplit_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dsplit_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dstack_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dstack_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dstack_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dstack_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dstack_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dstack_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dstack_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dstack_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dstack_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_dstack_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_empty_full_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_empty_overflow_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_empty_strided_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_empty_tensor_props_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_eye_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_fill_all_dtypes_and_devices_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_finite_cpu_bool, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_finite_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_finite_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_finite_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_finite_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_finite_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_nonfinite_cpu_bool, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_nonfinite_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_nonfinite_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_nonfinite_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_nonfinite_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_float_to_int_conversion_nonfinite_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_from_file_shared_False_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_from_file_shared_True_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_full_inference_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_full_inference_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_full_inference_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_full_out_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hsplit_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hsplit_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hsplit_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hstack_column_stack_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hstack_column_stack_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hstack_column_stack_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hstack_column_stack_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hstack_column_stack_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hstack_column_stack_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hstack_column_stack_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hstack_column_stack_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hstack_column_stack_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_hstack_column_stack_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_kaiser_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_kaiser_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_kaiser_window_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_kaiser_window_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_kaiser_window_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_kaiser_window_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_kaiser_window_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_large_linspace_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_large_linspace_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_like_fn_stride_proparation_vs_tensoriterator_unary_op_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linlogspace_mem_overlap_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_deduction_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_device_vs_cpu_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_device_vs_cpu_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_device_vs_cpu_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_device_vs_cpu_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_device_vs_cpu_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_device_vs_cpu_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_special_steps_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_special_steps_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_special_steps_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_special_steps_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_special_steps_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_special_steps_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_vs_numpy_complex_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_vs_numpy_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_vs_numpy_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_vs_numpy_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_vs_numpy_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_vs_numpy_integral_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_vs_numpy_integral_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_vs_numpy_integral_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_vs_numpy_integral_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_linspace_vs_numpy_integral_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_base2_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_base2_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_deduction_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_device_vs_cpu_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_device_vs_cpu_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_special_steps_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_special_steps_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_vs_numpy_complex_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_vs_numpy_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_logspace_vs_numpy_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_default_indexing_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_empty_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_ij_indexing_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_ij_indexing_is_default_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_inconsistent_device_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_inconsistent_dtype_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_non_1d_tensor_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_unsupported_indexing_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_vs_numpy_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_warns_if_no_indexing_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_meshgrid_xy_indexing_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_new_empty_strided_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_new_methods_requires_grad_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_new_tensor_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_new_tensor_device_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_offset_scalar_cast_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_ones_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_bool_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_default_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_bool_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_from_to_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_full_range_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_random_to_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_range_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_range_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_range_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_range_factories_64bit_indexing_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_range_warning_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_bool, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_refs_tensor_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_repeat_interleave_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_roll_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_bartlett_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_bartlett_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_bartlett_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_blackman_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_blackman_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_blackman_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hamming_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hamming_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hamming_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hann_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hann_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_window_functions_window_hann_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_bartlett_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_bartlett_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_blackman_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_blackman_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_cosine_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_cosine_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_hamming_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_hamming_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_hann_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_hann_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_nuttall_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_signal_windows_functions_window_nuttall_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_simple_scalar_cast_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_stack_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_stack_out_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_storage_filename_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_strided_mismatched_stride_shape_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_ctor_device_inference_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_device_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factories_empty_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factory_copy_var_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factory_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factory_gpu_type_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factory_gpu_type_inference_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_factory_type_inference_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_from_non_writable_numpy_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_tensor_from_sequence_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_bool, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_floating_dtype_error_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_out_dtype_error_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_out_dtype_error_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_same_dtype_error_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_complex_same_dtype_error_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_polar_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_torch_polar_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_unpack_double_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_unpack_double_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_bool, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vander_types_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vsplit_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vsplit_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vsplit_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_float64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_int32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_int8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_vstack_row_stack_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_cpu, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_bool, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_float16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_float32, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_int16, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_int64, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_dtype_layout_device_match_cpu_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCPU::test_zeros_out_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_normal_cpu_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_normal_cpu_float64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_normal_std_error_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_rand_cpu_complex128, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_rand_cpu_complex32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_rand_cpu_complex64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_rand_cpu_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_rand_cpu_float64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randint_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randint_distribution_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randint_inference_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_bfloat16, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_complex128, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_complex32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_complex64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_float16, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randn_cpu_float64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_random_neg_values_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randperm_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randperm_device_compatibility_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_randperm_large_cpu, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_uniform_from_to_cpu_float16, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_uniform_from_to_cpu_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCPU::test_uniform_from_to_cpu_float64, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_empty_like_cpu, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_full_like_inference_cpu, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_ones_like_cpu, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_ones_like_multiple_device_cpu, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_zeros_like_cpu, test/test_tensor_creation_ops.py::TestLikeTensorCreationCPU::test_zeros_like_multiple_device_cpu, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_byte_to_int_cpu, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_invalid_positional_args_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_non_writable_buffer_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_not_a_buffer_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_requires_grad_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_same_type_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_shared_buffer_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_and_offset_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_count_cpu_uint8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_bool, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_complex128, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_complex64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_float16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_float32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_float64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_int16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_int32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_int64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_int8, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_uint16, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_uint32, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_uint64, test/test_tensor_creation_ops.py::TestBufferProtocolCPU::test_with_offset_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_uint16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_uint32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_uint64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_buffer_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_dlpack_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_uint16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_uint32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_uint64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_numpy_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_alias_from_tensor_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_astensor_consistency_cpu, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_uint16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_uint32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_uint64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_buffer_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_dlpack_mult_devices_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_uint16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_uint32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_uint64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_numpy_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_from_tensor_mult_devices_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_list_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_bool, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_complex128, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_float16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_float64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_int16, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_int32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_int64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_int8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_copy_tensor_cpu_uint8, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_default_device_cpu, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_device_without_index_cpu, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_numpy_scalars_cpu, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_retain_autograd_history_cpu_complex64, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_retain_autograd_history_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_unsupported_alias_cpu_float32, test/test_tensor_creation_ops.py::TestAsArrayCPU::test_unsupported_alias_mult_devices_cpu_float32 2025-07-24T04:10:50.0617450Z 2025-07-24T04:10:50.0617590Z Running test_ci_sanity_check_fail 1/1 ... [2025-07-24 04:10:50.035716] 2025-07-24T04:10:50.0617860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:10:50.0618580Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_ci_sanity_check_fail.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:10:50.035972] 2025-07-24T04:10:55.4903800Z Running test_openreg 1/1 ... [2025-07-24 04:10:55.490251] 2025-07-24T04:10:55.4904690Z Running test_native_mha 1/1 ... [2025-07-24 04:10:55.490441] 2025-07-24T04:10:55.4904960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:10:55.4907850Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_native_mha.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:10:55.490666] 2025-07-24T04:10:57.4269140Z 2025-07-24T04:10:57.4269630Z test_native_mha 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_native_mha_1.1_e29f6af45ba625ca_.log 2025-07-24T04:10:57.4282100Z Running 28 items in this shard: test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_attention_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_encoder_decoder_attention_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_False_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_False_pad_all_False_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_False_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_False_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_False_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_True_fused_False_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_native_multihead_self_attention_use_nt_True_use_padding_True_pad_all_True_need_weights_False_average_attn_weights_True_fused_True_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_transform_bias_rescale_qkv_cpu_float32, test/test_native_mha.py::TestMHADeviceTypeCPU::test_transform_bias_rescale_qkv_nested_cpu_float32 2025-07-24T04:10:57.4294260Z 2025-07-24T04:10:57.4294410Z Running test_sort_and_select 1/1 ... [2025-07-24 04:10:57.427210] 2025-07-24T04:10:57.4294680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:10:57.4295420Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_sort_and_select.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:10:57.427449] 2025-07-24T04:11:00.3125420Z 2025-07-24T04:11:00.3126060Z test_sort_and_select 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sort_and_select_1.1_56b935e6a6abb407_.log 2025-07-24T04:11:00.3154330Z Running 113 items in this shard: test/test_sort_and_select.py::TestSortAndSelectCPU::test_complex_unsupported_cpu_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_devices_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_isin_different_dtypes_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_kthvalue_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_kthvalue_scalar_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_msort_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_output_discontiguous_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_parallel_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_parallel_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_parallel_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_parallel_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_1d_parallel_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_discontiguous_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_discontiguous_slow_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_expanded_tensor_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_large_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_large_slice_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_overflow_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_overflow_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_overflow_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_overflow_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_overflow_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_restride_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_sort_stable_none_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_bool, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_against_numpy_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_bool, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_stable_sort_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_1d_output_discontiguous_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_4d_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_arguments_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_integral_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_integral_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_integral_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_integral_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_integral_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_lower_precision_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_lower_precision_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_noncontiguous_gpu_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_nonfinite_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_nonfinite_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_nonfinite_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_nonfinite_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_quantized_scalar_input_cpu, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_topk_zero_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_bool, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_consecutive_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_bfloat16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_bool, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_float16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_float32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_float64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_int16, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_int32, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_int64, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_int8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_cpu_uint8, test/test_sort_and_select.py::TestSortAndSelectCPU::test_unique_dim_cpu 2025-07-24T04:11:00.3187260Z 2025-07-24T04:11:00.3187410Z Running test_tensorexpr 1/1 ... [2025-07-24 04:11:00.312971] 2025-07-24T04:11:00.3187710Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:11:00.3188560Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_tensorexpr.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:11:00.313274] 2025-07-24T04:11:11.5613400Z 2025-07-24T04:11:11.5613900Z test_tensorexpr 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorexpr_1.1_f7d7f69b075c0a4b_.log 2025-07-24T04:11:11.5626770Z Running 74 items in this shard: test/test_tensorexpr.py::TestTensorExprFuser::test_add_const_rhs, test/test_tensorexpr.py::TestTensorExprFuser::test_add_sub, test/test_tensorexpr.py::TestTensorExprFuser::test_alias_analysis_input_and_module, test/test_tensorexpr.py::TestTensorExprFuser::test_alias_analysis_inputs, test/test_tensorexpr.py::TestTensorExprFuser::test_alias_analysis_module, test/test_tensorexpr.py::TestTensorExprFuser::test_all_combos, test/test_tensorexpr.py::TestTensorExprFuser::test_alpha, test/test_tensorexpr.py::TestTensorExprFuser::test_binary_ops, test/test_tensorexpr.py::TestTensorExprFuser::test_bitwise_ops, test/test_tensorexpr.py::TestTensorExprFuser::test_broadcast, test/test_tensorexpr.py::TestTensorExprFuser::test_broadcast3, test/test_tensorexpr.py::TestTensorExprFuser::test_broadcast_2, test/test_tensorexpr.py::TestTensorExprFuser::test_broadcast_big2, test/test_tensorexpr.py::TestTensorExprFuser::test_cat, test/test_tensorexpr.py::TestTensorExprFuser::test_cat_empty_tensors, test/test_tensorexpr.py::TestTensorExprFuser::test_cat_negative_dim, test/test_tensorexpr.py::TestTensorExprFuser::test_cat_only, test/test_tensorexpr.py::TestTensorExprFuser::test_cat_promote_inputs, test/test_tensorexpr.py::TestTensorExprFuser::test_cat_with_constant_dim, test/test_tensorexpr.py::TestTensorExprFuser::test_char, test/test_tensorexpr.py::TestTensorExprFuser::test_chunk, test/test_tensorexpr.py::TestTensorExprFuser::test_clamp, test/test_tensorexpr.py::TestTensorExprFuser::test_constant, test/test_tensorexpr.py::TestTensorExprFuser::test_double, test/test_tensorexpr.py::TestTensorExprFuser::test_double_intrinsics, test/test_tensorexpr.py::TestTensorExprFuser::test_dynamic_shape, test/test_tensorexpr.py::TestTensorExprFuser::test_easy, test/test_tensorexpr.py::TestTensorExprFuser::test_eq, test/test_tensorexpr.py::TestTensorExprFuser::test_exp_pow, test/test_tensorexpr.py::TestTensorExprFuser::test_four_arg, test/test_tensorexpr.py::TestTensorExprFuser::test_ge, test/test_tensorexpr.py::TestTensorExprFuser::test_gt, test/test_tensorexpr.py::TestTensorExprFuser::test_guard_fails, test/test_tensorexpr.py::TestTensorExprFuser::test_half_bn_relu, test/test_tensorexpr.py::TestTensorExprFuser::test_half_gelu, test/test_tensorexpr.py::TestTensorExprFuser::test_int64_promotion, test/test_tensorexpr.py::TestTensorExprFuser::test_int_output, test/test_tensorexpr.py::TestTensorExprFuser::test_le, test/test_tensorexpr.py::TestTensorExprFuser::test_loop, test/test_tensorexpr.py::TestTensorExprFuser::test_lt, test/test_tensorexpr.py::TestTensorExprFuser::test_mask, test/test_tensorexpr.py::TestTensorExprFuser::test_min_max, test/test_tensorexpr.py::TestTensorExprFuser::test_min_max_reduction, test/test_tensorexpr.py::TestTensorExprFuser::test_min_max_reduction2, test/test_tensorexpr.py::TestTensorExprFuser::test_min_max_reduction_dim1, test/test_tensorexpr.py::TestTensorExprFuser::test_min_max_reduction_dim1_2, test/test_tensorexpr.py::TestTensorExprFuser::test_multi_rand, test/test_tensorexpr.py::TestTensorExprFuser::test_multioutput, test/test_tensorexpr.py::TestTensorExprFuser::test_multiple_outputs, test/test_tensorexpr.py::TestTensorExprFuser::test_nans, test/test_tensorexpr.py::TestTensorExprFuser::test_ne, test/test_tensorexpr.py::TestTensorExprFuser::test_promotion, test/test_tensorexpr.py::TestTensorExprFuser::test_propagated_mem_layout, test/test_tensorexpr.py::TestTensorExprFuser::test_rand_like, test/test_tensorexpr.py::TestTensorExprFuser::test_rank_two, test/test_tensorexpr.py::TestTensorExprFuser::test_relu, test/test_tensorexpr.py::TestTensorExprFuser::test_remainder, test/test_tensorexpr.py::TestTensorExprFuser::test_reps, test/test_tensorexpr.py::TestTensorExprFuser::test_round_2, test/test_tensorexpr.py::TestTensorExprFuser::test_scalar, test/test_tensorexpr.py::TestTensorExprFuser::test_short, test/test_tensorexpr.py::TestTensorExprFuser::test_simple_add, test/test_tensorexpr.py::TestTensorExprFuser::test_sin_pow, test/test_tensorexpr.py::TestTensorExprFuser::test_slice, test/test_tensorexpr.py::TestTensorExprFuser::test_sliced_stride, test/test_tensorexpr.py::TestTensorExprFuser::test_softmax_cpu, test/test_tensorexpr.py::TestTensorExprFuser::test_softmax_cuda, test/test_tensorexpr.py::TestTensorExprFuser::test_strided_output_preserved, test/test_tensorexpr.py::TestTensorExprFuser::test_three_arg, test/test_tensorexpr.py::TestTensorExprFuser::test_three_arg2, test/test_tensorexpr.py::TestTensorExprFuser::test_transpose, test/test_tensorexpr.py::TestTensorExprFuser::test_unary_ops, test/test_tensorexpr.py::TestTensorExprFuser::test_unsqueeze, test/test_tensorexpr.py::TestTensorExprFuser::test_where 2025-07-24T04:11:11.5639350Z 2025-07-24T04:11:11.5639460Z Running test_nn 1/1 ... [2025-07-24 04:11:11.561676] 2025-07-24T04:11:11.5639710Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:11:11.5640470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_nn.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:11:11.561960] 2025-07-24T04:13:03.0595120Z 2025-07-24T04:13:03.0595620Z test_nn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_nn_1.1_2c9dbd405a3cf883_.log 2025-07-24T04:13:03.1813600Z Running 3422 items in this shard: test/test_nn.py::TestNN::test_AdaptiveLogSoftmax, test/test_nn.py::TestNN::test_AdaptiveLogSoftmax_cuda, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_BCELoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_BCELoss_no_reduce, test/test_nn.py::TestNN::test_BCELoss_no_reduce_cuda, test/test_nn.py::TestNN::test_BCELoss_no_reduce_scalar, test/test_nn.py::TestNN::test_BCELoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce_cuda, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce_scalar, test/test_nn.py::TestNN::test_BCELoss_weights_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_legacy_enum, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_legacy_enum_cuda, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce_scalar, test/test_nn.py::TestNN::test_BCEWithLogitsLoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_CELU_no_batch_dim, test/test_nn.py::TestNN::test_CELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_CTCLoss_critical_target_len, test/test_nn.py::TestNN::test_CTCLoss_lengthchecks_cpu, test/test_nn.py::TestNN::test_CTCLoss_lengthchecks_cuda, test/test_nn.py::TestNN::test_CTCLoss_long_targets, test/test_nn.py::TestNN::test_CTCLoss_typechecks, test/test_nn.py::TestNN::test_CTCLoss_zero_infinity, test/test_nn.py::TestNN::test_CTCLoss_zero_lengths, test/test_nn.py::TestNN::test_Conv1d, test/test_nn.py::TestNN::test_Conv1d_circular_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_circular_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_cuda, test/test_nn.py::TestNN::test_Conv1d_dilated, test/test_nn.py::TestNN::test_Conv1d_dilated_cuda, test/test_nn.py::TestNN::test_Conv1d_groups, test/test_nn.py::TestNN::test_Conv1d_groups_cuda, test/test_nn.py::TestNN::test_Conv1d_pad1, test/test_nn.py::TestNN::test_Conv1d_pad1_cuda, test/test_nn.py::TestNN::test_Conv1d_pad1size1, test/test_nn.py::TestNN::test_Conv1d_pad1size1_cuda, test/test_nn.py::TestNN::test_Conv1d_pad2, test/test_nn.py::TestNN::test_Conv1d_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_pad2size1, test/test_nn.py::TestNN::test_Conv1d_pad2size1_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_same, test/test_nn.py::TestNN::test_Conv1d_pad_same2, test/test_nn.py::TestNN::test_Conv1d_pad_same2_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_same_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_same_dilated, test/test_nn.py::TestNN::test_Conv1d_pad_same_dilated_cuda, test/test_nn.py::TestNN::test_Conv1d_pad_valid, test/test_nn.py::TestNN::test_Conv1d_pad_valid_cuda, test/test_nn.py::TestNN::test_Conv1d_reflect_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_reflect_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_replicate_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_replicate_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv1d_stride, test/test_nn.py::TestNN::test_Conv1d_stride_cuda, test/test_nn.py::TestNN::test_Conv1d_zero_batch, test/test_nn.py::TestNN::test_Conv1d_zero_batch_cuda, test/test_nn.py::TestNN::test_Conv1d_zeros_stride2_pad2, test/test_nn.py::TestNN::test_Conv1d_zeros_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d, test/test_nn.py::TestNN::test_Conv2d_circular_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_circular_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise, test/test_nn.py::TestNN::test_Conv2d_depthwise_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_dilated, test/test_nn.py::TestNN::test_Conv2d_depthwise_dilated_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_padded, test/test_nn.py::TestNN::test_Conv2d_depthwise_padded_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_strided, test/test_nn.py::TestNN::test_Conv2d_depthwise_strided_cuda, test/test_nn.py::TestNN::test_Conv2d_depthwise_with_multiplier, test/test_nn.py::TestNN::test_Conv2d_depthwise_with_multiplier_cuda, test/test_nn.py::TestNN::test_Conv2d_dilated, test/test_nn.py::TestNN::test_Conv2d_dilated_cuda, test/test_nn.py::TestNN::test_Conv2d_dilated_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_dilated_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_groups, test/test_nn.py::TestNN::test_Conv2d_groups_cuda, test/test_nn.py::TestNN::test_Conv2d_groups_thnn, test/test_nn.py::TestNN::test_Conv2d_groups_thnn_cuda, test/test_nn.py::TestNN::test_Conv2d_groups_thnn_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_groups_thnn_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_groups_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_groups_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_no_bias, test/test_nn.py::TestNN::test_Conv2d_no_bias_cuda, test/test_nn.py::TestNN::test_Conv2d_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_pad_same, test/test_nn.py::TestNN::test_Conv2d_pad_same_cuda, test/test_nn.py::TestNN::test_Conv2d_pad_same_dilated, test/test_nn.py::TestNN::test_Conv2d_pad_same_dilated_cuda, test/test_nn.py::TestNN::test_Conv2d_pad_valid, test/test_nn.py::TestNN::test_Conv2d_pad_valid_cuda, test/test_nn.py::TestNN::test_Conv2d_padding, test/test_nn.py::TestNN::test_Conv2d_padding_cuda, test/test_nn.py::TestNN::test_Conv2d_padding_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_padding_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_reflect_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_reflect_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d_replicate_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_replicate_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv2d_strided, test/test_nn.py::TestNN::test_Conv2d_strided_cuda, test/test_nn.py::TestNN::test_Conv2d_strided_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_strided_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_zero_batch, test/test_nn.py::TestNN::test_Conv2d_zero_batch_cuda, test/test_nn.py::TestNN::test_Conv2d_zero_batch_with_long_tensor, test/test_nn.py::TestNN::test_Conv2d_zero_batch_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv2d_zeros_stride2_pad2, test/test_nn.py::TestNN::test_Conv2d_zeros_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv3d, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias_cuda, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_1x1x1_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_circular_stride2_pad2, test/test_nn.py::TestNN::test_Conv3d_circular_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv3d_cuda, test/test_nn.py::TestNN::test_Conv3d_dilated, test/test_nn.py::TestNN::test_Conv3d_dilated_cuda, test/test_nn.py::TestNN::test_Conv3d_dilated_strided, test/test_nn.py::TestNN::test_Conv3d_dilated_strided_cuda, test/test_nn.py::TestNN::test_Conv3d_groups, test/test_nn.py::TestNN::test_Conv3d_groups_cuda, test/test_nn.py::TestNN::test_Conv3d_groups_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_groups_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_no_bias, test/test_nn.py::TestNN::test_Conv3d_no_bias_cuda, test/test_nn.py::TestNN::test_Conv3d_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_pad_same, test/test_nn.py::TestNN::test_Conv3d_pad_same_cuda, test/test_nn.py::TestNN::test_Conv3d_pad_same_dilated, test/test_nn.py::TestNN::test_Conv3d_pad_same_dilated_cuda, test/test_nn.py::TestNN::test_Conv3d_pad_valid, test/test_nn.py::TestNN::test_Conv3d_pad_valid_cuda, test/test_nn.py::TestNN::test_Conv3d_replicate_stride2_pad2, test/test_nn.py::TestNN::test_Conv3d_replicate_stride2_pad2_cuda, test/test_nn.py::TestNN::test_Conv3d_stride, test/test_nn.py::TestNN::test_Conv3d_stride_cuda, test/test_nn.py::TestNN::test_Conv3d_stride_padding, test/test_nn.py::TestNN::test_Conv3d_stride_padding_cuda, test/test_nn.py::TestNN::test_Conv3d_stride_padding_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_stride_padding_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_stride_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_stride_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_zero_batch, test/test_nn.py::TestNN::test_Conv3d_zero_batch_cuda, test/test_nn.py::TestNN::test_Conv3d_zero_batch_with_long_tensor, test/test_nn.py::TestNN::test_Conv3d_zero_batch_with_long_tensor_cuda, test/test_nn.py::TestNN::test_Conv3d_zeros_stride2_pad2, test/test_nn.py::TestNN::test_Conv3d_zeros_stride2_pad2_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d, test/test_nn.py::TestNN::test_ConvTranspose1d_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d_dilated, test/test_nn.py::TestNN::test_ConvTranspose1d_dilated_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d_groups, test/test_nn.py::TestNN::test_ConvTranspose1d_groups_cuda, test/test_nn.py::TestNN::test_ConvTranspose1d_no_bias, test/test_nn.py::TestNN::test_ConvTranspose1d_no_bias_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d, test/test_nn.py::TestNN::test_ConvTranspose2d_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_dilated_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_groups, test/test_nn.py::TestNN::test_ConvTranspose2d_groups_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_groups_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_groups_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_no_bias_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose2d_with_long_tensor, test/test_nn.py::TestNN::test_ConvTranspose2d_with_long_tensor_cuda, test/test_nn.py::TestNN::test_ConvTranspose3d, test/test_nn.py::TestNN::test_ConvTranspose3d_cuda, test/test_nn.py::TestNN::test_ConvTranspose3d_dilated, test/test_nn.py::TestNN::test_ConvTranspose3d_dilated_cuda, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_CosineEmbeddingLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_CrossMapLRN2d, test/test_nn.py::TestNN::test_CrossMapLRN2d_cuda, test/test_nn.py::TestNN::test_ELU_no_batch_dim, test/test_nn.py::TestNN::test_ELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Embedding, test/test_nn.py::TestNN::test_EmbeddingBag_discontiguous, test/test_nn.py::TestNN::test_EmbeddingBag_discontiguous_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_max, test/test_nn.py::TestNN::test_EmbeddingBag_max_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_max_padding_idx, test/test_nn.py::TestNN::test_EmbeddingBag_max_padding_idx_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_mean, test/test_nn.py::TestNN::test_EmbeddingBag_mean_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_mean_padding_idx, test/test_nn.py::TestNN::test_EmbeddingBag_mean_padding_idx_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_sparse, test/test_nn.py::TestNN::test_EmbeddingBag_sparse_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_sum, test/test_nn.py::TestNN::test_EmbeddingBag_sum_cuda, test/test_nn.py::TestNN::test_EmbeddingBag_sum_padding_idx, test/test_nn.py::TestNN::test_EmbeddingBag_sum_padding_idx_cuda, test/test_nn.py::TestNN::test_Embedding_cuda, test/test_nn.py::TestNN::test_Embedding_discontiguous, test/test_nn.py::TestNN::test_Embedding_discontiguous_cuda, test/test_nn.py::TestNN::test_Embedding_sparse, test/test_nn.py::TestNN::test_Embedding_sparse_cuda, test/test_nn.py::TestNN::test_Flatten, test/test_nn.py::TestNN::test_Flatten_cuda, test/test_nn.py::TestNN::test_Flatten_no_batch_dim, test/test_nn.py::TestNN::test_Flatten_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Fold, test/test_nn.py::TestNN::test_Fold_cuda, test/test_nn.py::TestNN::test_Fold_int_input, test/test_nn.py::TestNN::test_Fold_int_input_cuda, test/test_nn.py::TestNN::test_Fold_no_batch_dim_input, test/test_nn.py::TestNN::test_Fold_no_batch_dim_input_cuda, test/test_nn.py::TestNN::test_Fold_no_batch_dim_int_input, test/test_nn.py::TestNN::test_Fold_no_batch_dim_int_input_cuda, test/test_nn.py::TestNN::test_GELU_no_batch_dim, test/test_nn.py::TestNN::test_GELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_GLU_no_batch_dim, test/test_nn.py::TestNN::test_GLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardshrink_no_batch_dim, test/test_nn.py::TestNN::test_Hardshrink_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardsigmoid_no_batch_dim, test/test_nn.py::TestNN::test_Hardsigmoid_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardswish_no_batch_dim, test/test_nn.py::TestNN::test_Hardswish_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Hardtanh_no_batch_dim, test/test_nn.py::TestNN::test_Hardtanh_no_batch_dim_cuda, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_margin_no_reduce, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_margin_no_reduce_cuda, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_reduce, test/test_nn.py::TestNN::test_HingeEmbeddingLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_HuberLoss_delta, test/test_nn.py::TestNN::test_HuberLoss_delta_cuda, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_HuberLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_batch_mean, test/test_nn.py::TestNN::test_KLDivLoss_batch_mean_log_target, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_KLDivLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_log_target, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_log_target_cuda, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar_log_target, test/test_nn.py::TestNN::test_KLDivLoss_no_reduce_scalar_log_target_cuda, test/test_nn.py::TestNN::test_KLDivLoss_with_log_target_no_reduce, test/test_nn.py::TestNN::test_KLDivLoss_with_log_target_no_reduce_cuda, test/test_nn.py::TestNN::test_KLDivLoss_with_target_no_reduce, test/test_nn.py::TestNN::test_KLDivLoss_with_target_no_reduce_cuda, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_L1Loss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_L1Loss_no_reduce, test/test_nn.py::TestNN::test_L1Loss_no_reduce_complex, test/test_nn.py::TestNN::test_L1Loss_no_reduce_complex_cuda, test/test_nn.py::TestNN::test_L1Loss_no_reduce_cuda, test/test_nn.py::TestNN::test_L1Loss_no_reduce_scalar, test/test_nn.py::TestNN::test_L1Loss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_LSTM_cell, test/test_nn.py::TestNN::test_LSTM_cell_forward_hidden_size, test/test_nn.py::TestNN::test_LSTM_cell_forward_input_size, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature_cuda, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature_eval, test/test_nn.py::TestNN::test_LayerNorm_3d_no_affine_large_feature_eval_cuda, test/test_nn.py::TestNN::test_LeakyReLU_no_batch_dim, test/test_nn.py::TestNN::test_LeakyReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Linear, test/test_nn.py::TestNN::test_Linear_cuda, test/test_nn.py::TestNN::test_Linear_no_batch_dim, test/test_nn.py::TestNN::test_Linear_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Linear_no_bias, test/test_nn.py::TestNN::test_Linear_no_bias_cuda, test/test_nn.py::TestNN::test_LogSigmoid_no_batch_dim, test/test_nn.py::TestNN::test_LogSigmoid_no_batch_dim_cuda, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MSELoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MSELoss_no_reduce, test/test_nn.py::TestNN::test_MSELoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MSELoss_no_reduce_scalar, test/test_nn.py::TestNN::test_MSELoss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MarginRankingLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MaxUnpool1d_net, test/test_nn.py::TestNN::test_MaxUnpool1d_net_cuda, test/test_nn.py::TestNN::test_MaxUnpool1d_net_no_batch_dim, test/test_nn.py::TestNN::test_MaxUnpool1d_net_no_batch_dim_cuda, test/test_nn.py::TestNN::test_MaxUnpool2d_net, test/test_nn.py::TestNN::test_MaxUnpool2d_net_cuda, test/test_nn.py::TestNN::test_MaxUnpool2d_net_no_batch_dim, test/test_nn.py::TestNN::test_MaxUnpool2d_net_no_batch_dim_cuda, test/test_nn.py::TestNN::test_MaxUnpool3d_net, test/test_nn.py::TestNN::test_MaxUnpool3d_net_cuda, test/test_nn.py::TestNN::test_MaxUnpool3d_net_no_batch_dim, test/test_nn.py::TestNN::test_MaxUnpool3d_net_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Mish_no_batch_dim, test/test_nn.py::TestNN::test_Mish_no_batch_dim_cuda, test/test_nn.py::TestNN::test_ModuleDict, test/test_nn.py::TestNN::test_ModuleList, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_0d_no_reduce, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_0d_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_1d_no_reduce, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_1d_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_index_neg, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_index_neg_cuda, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_reduce, test/test_nn.py::TestNN::test_MultiLabelMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_reduce, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_weights_no_reduce, test/test_nn.py::TestNN::test_MultiLabelSoftMarginLoss_weights_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_1d_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_1d_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_margin_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_margin_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_p_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_p_no_reduce_cuda, test/test_nn.py::TestNN::test_MultiMarginLoss_weights_no_reduce, test/test_nn.py::TestNN::test_MultiMarginLoss_weights_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_ignore_index, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_weights, test/test_nn.py::TestNN::test_NLLLoss2d_no_reduce_weights_cuda, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_ignore_index, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_weights, test/test_nn.py::TestNN::test_NLLLossNd_no_reduce_weights_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_NLLLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_NLLLoss_no_reduce, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_ignore_index, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index_cuda, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index_neg, test/test_nn.py::TestNN::test_NLLLoss_no_reduce_weights_ignore_index_neg_cuda, test/test_nn.py::TestNN::test_PReLU_backward_requires_grad_false, test/test_nn.py::TestNN::test_PReLU_no_batch_dim, test/test_nn.py::TestNN::test_PReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_PairwiseDistance, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_lhs, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_lhs_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_rhs, test/test_nn.py::TestNN::test_PairwiseDistance_broadcast_rhs_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_no_batch_dim, test/test_nn.py::TestNN::test_PairwiseDistance_no_batch_dim_cuda, test/test_nn.py::TestNN::test_PairwiseDistance_with_non_default_args, test/test_nn.py::TestNN::test_PairwiseDistance_with_non_default_args_cuda, test/test_nn.py::TestNN::test_ParameterDict, test/test_nn.py::TestNN::test_ParameterDict_replication, test/test_nn.py::TestNN::test_ParameterList, test/test_nn.py::TestNN::test_ParameterList_meta, test/test_nn.py::TestNN::test_ParameterList_replication, test/test_nn.py::TestNN::test_PixelShuffle, test/test_nn.py::TestNN::test_PixelShuffle_cuda, test/test_nn.py::TestNN::test_PixelUnshuffle, test/test_nn.py::TestNN::test_PixelUnshuffle_cuda, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_reduce, test/test_nn.py::TestNN::test_PoissonNLLLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_RNN_cell, test/test_nn.py::TestNN::test_RNN_cell_forward_zero_hidden_size, test/test_nn.py::TestNN::test_RNN_cell_no_broadcasting, test/test_nn.py::TestNN::test_RNN_change_dropout, test/test_nn.py::TestNN::test_RNN_cpu_vs_cudnn_no_dropout, test/test_nn.py::TestNN::test_RNN_cpu_vs_cudnn_with_dropout, test/test_nn.py::TestNN::test_RNN_cudnn_weight_norm, test/test_nn.py::TestNN::test_RNN_dropout, test/test_nn.py::TestNN::test_RNN_dropout_state, test/test_nn.py::TestNN::test_RNN_input_size_zero, test/test_nn.py::TestNN::test_RNN_nonlinearity, test/test_nn.py::TestNN::test_RNN_nonlinearity_passed_as_arg, test/test_nn.py::TestNN::test_RReLU, test/test_nn.py::TestNN::test_RReLU_cuda, test/test_nn.py::TestNN::test_RReLU_no_batch_dim, test/test_nn.py::TestNN::test_RReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_RReLU_with_up_down, test/test_nn.py::TestNN::test_RReLU_with_up_down_cuda, test/test_nn.py::TestNN::test_RReLU_with_up_down_scalar, test/test_nn.py::TestNN::test_RReLU_with_up_down_scalar_cuda, test/test_nn.py::TestNN::test_ReLU6_no_batch_dim, test/test_nn.py::TestNN::test_ReLU6_no_batch_dim_cuda, test/test_nn.py::TestNN::test_ReLU_no_batch_dim, test/test_nn.py::TestNN::test_ReLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_ReplicationPad3d, test/test_nn.py::TestNN::test_ReplicationPad3d_complex, test/test_nn.py::TestNN::test_ReplicationPad3d_complex_cuda, test/test_nn.py::TestNN::test_ReplicationPad3d_cuda, test/test_nn.py::TestNN::test_ReplicationPad3d_no_batch_dim, test/test_nn.py::TestNN::test_ReplicationPad3d_no_batch_dim_cuda, test/test_nn.py::TestNN::test_SELU_no_batch_dim, test/test_nn.py::TestNN::test_SELU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Sequential_add, test/test_nn.py::TestNN::test_Sequential_append, test/test_nn.py::TestNN::test_Sequential_delitem, test/test_nn.py::TestNN::test_Sequential_extend, test/test_nn.py::TestNN::test_Sequential_getitem, test/test_nn.py::TestNN::test_Sequential_iadd, test/test_nn.py::TestNN::test_Sequential_imul, test/test_nn.py::TestNN::test_Sequential_insert, test/test_nn.py::TestNN::test_Sequential_insert_fail_case, test/test_nn.py::TestNN::test_Sequential_mul, test/test_nn.py::TestNN::test_Sequential_pop, test/test_nn.py::TestNN::test_Sequential_rmul, test/test_nn.py::TestNN::test_Sequential_setitem, test/test_nn.py::TestNN::test_Sequential_setitem_named, test/test_nn.py::TestNN::test_SiLU_no_batch_dim, test/test_nn.py::TestNN::test_SiLU_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Sigmoid_no_batch_dim, test/test_nn.py::TestNN::test_Sigmoid_no_batch_dim_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_beta, test/test_nn.py::TestNN::test_SmoothL1Loss_beta_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_SmoothL1Loss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce_scalar, test/test_nn.py::TestNN::test_SmoothL1Loss_no_reduce_scalar_cuda, test/test_nn.py::TestNN::test_SmoothL1Loss_zero_beta, test/test_nn.py::TestNN::test_SmoothL1Loss_zero_beta_cuda, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_SoftMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_SoftMarginLoss_no_reduce, test/test_nn.py::TestNN::test_SoftMarginLoss_no_reduce_cuda, test/test_nn.py::TestNN::test_Softplus_no_batch_dim, test/test_nn.py::TestNN::test_Softplus_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Softshrink_no_batch_dim, test/test_nn.py::TestNN::test_Softshrink_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Softsign_no_batch_dim, test/test_nn.py::TestNN::test_Softsign_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Tanh_no_batch_dim, test/test_nn.py::TestNN::test_Tanh_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Tanhshrink_no_batch_dim, test/test_nn.py::TestNN::test_Tanhshrink_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Threshold_no_batch_dim, test/test_nn.py::TestNN::test_Threshold_no_batch_dim_cuda, test/test_nn.py::TestNN::test_TransformerDecoderLayer_gelu_activation, test/test_nn.py::TestNN::test_TransformerDecoderLayer_gelu_activation_cuda, test/test_nn.py::TestNN::test_TransformerDecoderLayer_relu_activation, test/test_nn.py::TestNN::test_TransformerDecoderLayer_relu_activation_cuda, test/test_nn.py::TestNN::test_TransformerEncoderLayer_gelu_activation, test/test_nn.py::TestNN::test_TransformerEncoderLayer_gelu_activation_cuda, test/test_nn.py::TestNN::test_TransformerEncoderLayer_relu_activation, test/test_nn.py::TestNN::test_TransformerEncoderLayer_relu_activation_cuda, test/test_nn.py::TestNN::test_Transformer_cell, test/test_nn.py::TestNN::test_Transformer_multilayer_coder, test/test_nn.py::TestNN::test_Transformer_multilayer_coder_cuda, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean_cuda_double, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean_cuda_float, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_mean_cuda_half, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none_cuda_double, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none_cuda_float, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_none_cuda_half, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum_cuda_double, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum_cuda_float, test/test_nn.py::TestNN::test_TripletMarginLoss_no_batch_dim_sum_cuda_half, test/test_nn.py::TestNN::test_Unflatten_no_batch_dim, test/test_nn.py::TestNN::test_Unflatten_no_batch_dim_cuda, test/test_nn.py::TestNN::test_Unfold, test/test_nn.py::TestNN::test_Unfold_cuda, test/test_nn.py::TestNN::test_Unfold_int_input, test/test_nn.py::TestNN::test_Unfold_int_input_cuda, test/test_nn.py::TestNN::test_adaptive_log_softmax, test/test_nn.py::TestNN::test_add_module, test/test_nn.py::TestNN::test_add_module_raises_error_if_attr_exists, test/test_nn.py::TestNN::test_affine_grid, test/test_nn.py::TestNN::test_affine_grid_3d, test/test_nn.py::TestNN::test_affine_grid_backward_cl_cf_consistency_device_cpu_nd_2, test/test_nn.py::TestNN::test_affine_grid_backward_cl_cf_consistency_device_cpu_nd_3, test/test_nn.py::TestNN::test_affine_grid_error_checking, test/test_nn.py::TestNN::test_assignment, test/test_nn.py::TestNN::test_batch_norm_update_stats, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_cpu_float32, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_cpu_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_cpu_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_native_float32, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_native_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_2D_inference_NCHW_vs_native_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_cpu_float32, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_cpu_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_cpu_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_native_float32, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_native_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_2D_train_NCHW_vs_native_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_cpu_float32, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_cpu_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_cpu_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_native_float32, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_native_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_3D_inference_NCHW_vs_native_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_cpu_float32, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_cpu_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_cpu_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_native_float32, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_native_mixed_bfloat16, test/test_nn.py::TestNN::test_batchnorm_3D_train_NCHW_vs_native_mixed_float16, test/test_nn.py::TestNN::test_batchnorm_buffer_update_when_stats_are_not_tracked, test/test_nn.py::TestNN::test_batchnorm_cudnn_half, test/test_nn.py::TestNN::test_batchnorm_cudnn_nhwc, test/test_nn.py::TestNN::test_batchnorm_half_overflow, test/test_nn.py::TestNN::test_batchnorm_load_state_dict, test/test_nn.py::TestNN::test_batchnorm_nhwc_cpu, test/test_nn.py::TestNN::test_batchnorm_nhwc_cuda, test/test_nn.py::TestNN::test_batchnorm_non_contig_cpu_BatchNorm2d, test/test_nn.py::TestNN::test_batchnorm_non_contig_cpu_SyncBatchNorm, test/test_nn.py::TestNN::test_batchnorm_nonaffine_cuda_half_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_bias_is_not_same_size_as_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_less_than_one_value_per_channel, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_running_mean_is_not_same_size_as_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_running_var_is_not_same_size_as_input, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_running_var_or_running_mean_have_forward_grad, test/test_nn.py::TestNN::test_batchnorm_raises_error_if_weight_is_not_same_size_as_input, test/test_nn.py::TestNN::test_bce_loss_always_nonnegative, test/test_nn.py::TestNN::test_bce_loss_broadcasts_weights, test/test_nn.py::TestNN::test_bce_loss_input_range, test/test_nn.py::TestNN::test_bce_loss_size_mismatch, test/test_nn.py::TestNN::test_bce_with_logits_broadcasts_pos_weights, test/test_nn.py::TestNN::test_bce_with_logits_broadcasts_weights, test/test_nn.py::TestNN::test_bce_with_logits_gives_same_result_as_sigmoid_and_bce_loss, test/test_nn.py::TestNN::test_bce_with_logits_gives_same_result_as_sigmoid_and_bce_loss_large_tensors_with_grad, test/test_nn.py::TestNN::test_bce_with_logits_has_correct_forward_grad, test/test_nn.py::TestNN::test_bce_with_logits_has_correct_grad_at_zero, test/test_nn.py::TestNN::test_bce_with_logits_ones_in_pos_weights_are_the_same_as_none, test/test_nn.py::TestNN::test_bce_with_logits_raises_if_target_and_input_are_different_size, test/test_nn.py::TestNN::test_bce_with_logits_stability, test/test_nn.py::TestNN::test_bce_with_logits_with_pos_weight_has_correct_grad_at_zero, test/test_nn.py::TestNN::test_bilinear, test/test_nn.py::TestNN::test_bilinear_broadcasting, test/test_nn.py::TestNN::test_bilinear_no_bias, test/test_nn.py::TestNN::test_bilinear_non_contiguous, test/test_nn.py::TestNN::test_bilinear_value_error, test/test_nn.py::TestNN::test_broadcast_double_backwards_gpu, test/test_nn.py::TestNN::test_broadcast_no_grad, test/test_nn.py::TestNN::test_broadcast_not_requiring_grad, test/test_nn.py::TestNN::test_buffer_bad_module_subclass, test/test_nn.py::TestNN::test_buffer_not_persistent, test/test_nn.py::TestNN::test_buffer_not_persistent_assign, test/test_nn.py::TestNN::test_buffer_not_persistent_del, test/test_nn.py::TestNN::test_buffer_not_persistent_load, test/test_nn.py::TestNN::test_buffer_not_persistent_overwrite, test/test_nn.py::TestNN::test_buffers_and_named_buffers, test/test_nn.py::TestNN::test_call_supports_python_dict_output, test/test_nn.py::TestNN::test_channel_shuffle_input_checks, test/test_nn.py::TestNN::test_channel_shuffle_return_alias_of_self, test/test_nn.py::TestNN::test_children, test/test_nn.py::TestNN::test_container_copy, test/test_nn.py::TestNN::test_convert_sync_batchnorm, test/test_nn.py::TestNN::test_cosine_embedding_loss_error_on_diff_shapes, test/test_nn.py::TestNN::test_cosine_embedding_loss_error_on_nonexpandable_shapes, test/test_nn.py::TestNN::test_cosine_embedding_loss_invalid_shape, test/test_nn.py::TestNN::test_cosine_embedding_loss_margin_no_reduce, test/test_nn.py::TestNN::test_cosine_embedding_loss_no_reduce, test/test_nn.py::TestNN::test_cosine_embedding_loss_with_diff_type, test/test_nn.py::TestNN::test_cosine_similarity, test/test_nn.py::TestNN::test_cross_entropy_loss, test/test_nn.py::TestNN::test_cross_entropy_loss_precision, test/test_nn.py::TestNN::test_cross_entropy_loss_zero_div, test/test_nn.py::TestNN::test_cudnn_forward_exception, test/test_nn.py::TestNN::test_cudnn_rnn_dropout_states_device, test/test_nn.py::TestNN::test_cudnn_weight_format, test/test_nn.py::TestNN::test_cudnn_weight_tying, test/test_nn.py::TestNN::test_dir, test/test_nn.py::TestNN::test_dir_digit, test/test_nn.py::TestNN::test_elu_inplace_gradgrad, test/test_nn.py::TestNN::test_elu_inplace_on_view, test/test_nn.py::TestNN::test_error_RNN_seq_len_zero, test/test_nn.py::TestNN::test_extra_state, test/test_nn.py::TestNN::test_extra_state_missing_get_extra_state, test/test_nn.py::TestNN::test_extra_state_missing_set_extra_state, test/test_nn.py::TestNN::test_extra_state_non_dict, test/test_nn.py::TestNN::test_fb_fc_packed, test/test_nn.py::TestNN::test_flatten, test/test_nn.py::TestNN::test_fold_invalid_arg, test/test_nn.py::TestNN::test_fractional_max_pool2d_invalid_output_ratio, test/test_nn.py::TestNN::test_gaussian_nll_loss_args, test/test_nn.py::TestNN::test_gaussian_nll_loss_broadcasting, test/test_nn.py::TestNN::test_gaussian_nll_loss_scalar_var, test/test_nn.py::TestNN::test_get_buffer, test/test_nn.py::TestNN::test_get_buffer_from_submodules, test/test_nn.py::TestNN::test_getattr_with_property, test/test_nn.py::TestNN::test_grid_sample, test/test_nn.py::TestNN::test_grid_sample_3d, test/test_nn.py::TestNN::test_grid_sample_error_checking, test/test_nn.py::TestNN::test_grid_sample_nearest_neighbor_rounding_mode_consistency, test/test_nn.py::TestNN::test_hardtanh_backward, test/test_nn.py::TestNN::test_hardtanh_inplace_gradgrad, test/test_nn.py::TestNN::test_huber_loss_invalid_delta, test/test_nn.py::TestNN::test_inplace_thnn, test/test_nn.py::TestNN::test_interpolate, test/test_nn.py::TestNN::test_interpolate_bicubic_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_2d_zero_dim, test/test_nn.py::TestNN::test_interpolate_bicubic_2d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_shared_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_shared_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_scale_tuple_skewed_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bicubic_tuple_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_2d_zero_dim, test/test_nn.py::TestNN::test_interpolate_bilinear_2d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_shared_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_shared_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_scale_tuple_skewed_2d_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d_align_corners, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_bilinear_tuple_2d_cuda, test/test_nn.py::TestNN::test_interpolate_buffer_overflow, test/test_nn.py::TestNN::test_interpolate_illegal_memory_access, test/test_nn.py::TestNN::test_interpolate_linear_1d, test/test_nn.py::TestNN::test_interpolate_linear_1d_align_corners, test/test_nn.py::TestNN::test_interpolate_linear_1d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_linear_1d_cuda, test/test_nn.py::TestNN::test_interpolate_linear_1d_zero_dim, test/test_nn.py::TestNN::test_interpolate_linear_1d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d_align_corners, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_linear_scale_1d_cuda, test/test_nn.py::TestNN::test_interpolate_linear_tuple_1d, test/test_nn.py::TestNN::test_interpolate_linear_tuple_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_1d, test/test_nn.py::TestNN::test_interpolate_nearest_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_1d_zero_dim, test/test_nn.py::TestNN::test_interpolate_nearest_1d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_2d, test/test_nn.py::TestNN::test_interpolate_nearest_2d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_2d_launch_configs, test/test_nn.py::TestNN::test_interpolate_nearest_2d_launch_configs_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_2d_zero_dim, test/test_nn.py::TestNN::test_interpolate_nearest_2d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_3d, test/test_nn.py::TestNN::test_interpolate_nearest_3d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_3d_zero_dim, test/test_nn.py::TestNN::test_interpolate_nearest_3d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_scale_1d, test/test_nn.py::TestNN::test_interpolate_nearest_scale_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_scale_2d, test/test_nn.py::TestNN::test_interpolate_nearest_scale_2d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_scale_3d, test/test_nn.py::TestNN::test_interpolate_nearest_scale_3d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_1d, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_1d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_2d, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_2d_cuda, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_3d, test/test_nn.py::TestNN::test_interpolate_nearest_tuple_3d_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_3d, test/test_nn.py::TestNN::test_interpolate_trilinear_3d_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_3d_zero_dim, test/test_nn.py::TestNN::test_interpolate_trilinear_3d_zero_dim_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d_align_corners, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_scale_3d_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d_align_corners, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d_align_corners_cuda, test/test_nn.py::TestNN::test_interpolate_trilinear_tuple_3d_cuda, test/test_nn.py::TestNN::test_interpolate_undefined_behavior_casting, test/test_nn.py::TestNN::test_kl_div_log_softmax_target, test/test_nn.py::TestNN::test_kl_div_with_diff_type, test/test_nn.py::TestNN::test_kl_div_with_diff_type_log_target, test/test_nn.py::TestNN::test_l1_loss_correct, test/test_nn.py::TestNN::test_layer_norm_backwards_eps, test/test_nn.py::TestNN::test_layer_norm_eps, test/test_nn.py::TestNN::test_layer_norm_grads_with_create_graph_flag, test/test_nn.py::TestNN::test_layer_norm_large_tensor, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightCOO, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightCSC, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightCSR, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_bias_weightStrided, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightCOO, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightCSC, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightCSR, test/test_nn.py::TestNN::test_linear_autograd_device_cpu_nobias_weightStrided, test/test_nn.py::TestNN::test_linear_broadcasting, test/test_nn.py::TestNN::test_linear_raise_on_scalar_input, test/test_nn.py::TestNN::test_log_softmax_dim0, test/test_nn.py::TestNN::test_log_softmax_dim0_cuda, test/test_nn.py::TestNN::test_log_softmax_dim3, test/test_nn.py::TestNN::test_log_softmax_dim3_cuda, test/test_nn.py::TestNN::test_log_softmax_lastdim, test/test_nn.py::TestNN::test_log_softmax_lastdim_cuda, test/test_nn.py::TestNN::test_log_softmax_scalar, test/test_nn.py::TestNN::test_log_softmax_scalar_cuda, test/test_nn.py::TestNN::test_log_softmax_spatial, test/test_nn.py::TestNN::test_log_softmax_spatial_cuda, test/test_nn.py::TestNN::test_log_softmax_spatial_special, test/test_nn.py::TestNN::test_log_softmax_spatial_special_cuda, test/test_nn.py::TestNN::test_loss_equal_input_target_shape, test/test_nn.py::TestNN::test_margin_ranking_loss_margin_no_reduce, test/test_nn.py::TestNN::test_margin_ranking_loss_no_reduce, test/test_nn.py::TestNN::test_max_pool1d_invalid_output_size, test/test_nn.py::TestNN::test_module_apply_inplace_op, test/test_nn.py::TestNN::test_module_backcompat, test/test_nn.py::TestNN::test_module_super_init, test/test_nn.py::TestNN::test_module_to_argparse, test/test_nn.py::TestNN::test_modules, test/test_nn.py::TestNN::test_mse_loss_size_warning, test/test_nn.py::TestNN::test_multimarginloss_1d_input_0d_target_no_reduce, test/test_nn.py::TestNN::test_multimarginloss_1d_input_0d_target_no_reduce_cuda, test/test_nn.py::TestNN::test_named_children, test/test_nn.py::TestNN::test_named_modules, test/test_nn.py::TestNN::test_named_parameters_remove_duplicate, test/test_nn.py::TestNN::test_native_channel_shuffle_return_alias_of_self, test/test_nn.py::TestNN::test_nested_tensor_from_mask, test/test_nn.py::TestNN::test_nested_tensor_from_mask_error, test/test_nn.py::TestNN::test_no_grad, test/test_nn.py::TestNN::test_non_leaf_parameters, test/test_nn.py::TestNN::test_normalize, test/test_nn.py::TestNN::test_overwrite_module_params_on_conversion, test/test_nn.py::TestNN::test_pack_sequence_batch_sizes_throw, test/test_nn.py::TestNN::test_pad_scalar_error, test/test_nn.py::TestNN::test_padding_list, test/test_nn.py::TestNN::test_pairwise_distance, test/test_nn.py::TestNN::test_parameter_assignment, test/test_nn.py::TestNN::test_parameterlistdict_pickle, test/test_nn.py::TestNN::test_parameterlistdict_setting_attributes, test/test_nn.py::TestNN::test_parameters_and_named_parameters, test/test_nn.py::TestNN::test_parameters_to_vector, test/test_nn.py::TestNN::test_parse_to, test/test_nn.py::TestNN::test_partial_flat_weights, test/test_nn.py::TestNN::test_pdist, test/test_nn.py::TestNN::test_pdist_cpu_gradgrad_unimplemented, test/test_nn.py::TestNN::test_pdist_cuda_gradgrad_unimplemented, test/test_nn.py::TestNN::test_pdist_empty_col, test/test_nn.py::TestNN::test_pdist_empty_row, test/test_nn.py::TestNN::test_pdist_large, test/test_nn.py::TestNN::test_pdist_zeros, test/test_nn.py::TestNN::test_pickle_module_no_weights_only_warning, test/test_nn.py::TestNN::test_pixel_shuffle_nhwc_cpu, test/test_nn.py::TestNN::test_pixel_shuffle_unshuffle, test/test_nn.py::TestNN::test_pointwise_loss_broadcast, test/test_nn.py::TestNN::test_pointwise_loss_target_grad_none_reduction, test/test_nn.py::TestNN::test_projections_errors_on_gru_and_rnn, test/test_nn.py::TestNN::test_projections_lstm_args_check, test/test_nn.py::TestNN::test_projections_lstm_check_device, test/test_nn.py::TestNN::test_projections_lstm_initial_hidden_state, test/test_nn.py::TestNN::test_register_buffer_allows_overwriting_with_same_name, test/test_nn.py::TestNN::test_register_buffer_raises_error_if_attr_exists, test/test_nn.py::TestNN::test_register_buffer_raises_error_if_name_is_not_string, test/test_nn.py::TestNN::test_register_buffer_raises_error_if_not_tensor, test/test_nn.py::TestNN::test_register_parameter_allows_overwriting_with_same_name, test/test_nn.py::TestNN::test_register_parameter_raises_error_if_attr_exists, test/test_nn.py::TestNN::test_register_parameter_raises_error_if_name_is_not_string, test/test_nn.py::TestNN::test_relu_inplace_on_view, test/test_nn.py::TestNN::test_repr, test/test_nn.py::TestNN::test_requires_grad_, test/test_nn.py::TestNN::test_rnn_args_check, test/test_nn.py::TestNN::test_rnn_check_device, test/test_nn.py::TestNN::test_rnn_initial_hidden_state, test/test_nn.py::TestNN::test_rnn_weight_norm, test/test_nn.py::TestNN::test_set_submodule, test/test_nn.py::TestNN::test_share_memory, test/test_nn.py::TestNN::test_smoothl1loss_intergral_target, test/test_nn.py::TestNN::test_smoothl1loss_negative_beta_not_supported, test/test_nn.py::TestNN::test_softmax_functional_dim0, test/test_nn.py::TestNN::test_softmax_functional_dim0_cuda, test/test_nn.py::TestNN::test_softmax_functional_dim3, test/test_nn.py::TestNN::test_softmax_functional_dim3_cuda, test/test_nn.py::TestNN::test_softmax_functional_scalar, test/test_nn.py::TestNN::test_softmax_functional_scalar_cuda, test/test_nn.py::TestNN::test_softmax_lastdim, test/test_nn.py::TestNN::test_softmax_lastdim_cuda, test/test_nn.py::TestNN::test_softmax_lastdim_dtype, test/test_nn.py::TestNN::test_softmax_lastdim_dtype_cuda, test/test_nn.py::TestNN::test_softmax_spatial, test/test_nn.py::TestNN::test_softmax_spatial_cuda, test/test_nn.py::TestNN::test_softmax_spatial_dtype, test/test_nn.py::TestNN::test_softmax_spatial_dtype_cuda, test/test_nn.py::TestNN::test_softmax_spatial_special, test/test_nn.py::TestNN::test_softmax_spatial_special_cuda, test/test_nn.py::TestNN::test_softmin, test/test_nn.py::TestNN::test_spectral_norm, test/test_nn.py::TestNN::test_spectral_norm_dim, test/test_nn.py::TestNN::test_spectral_norm_forward, test/test_nn.py::TestNN::test_spectral_norm_load_state_dict, test/test_nn.py::TestNN::test_spectral_norm_pickle, test/test_nn.py::TestNN::test_state_dict, test/test_nn.py::TestNN::test_swap_module_params_poisons_acc_grad, test/test_nn.py::TestNN::test_sync_batchnorm_accuracy_cuda, test/test_nn.py::TestNN::test_sync_batchnorm_backward_elemt, test/test_nn.py::TestNN::test_threshold_bfloat16_half, test/test_nn.py::TestNN::test_threshold_int, test/test_nn.py::TestNN::test_to, test/test_nn.py::TestNN::test_train_errors_for_invalid_mode, test/test_nn.py::TestNN::test_transformer_args_check, test/test_nn.py::TestNN::test_transformer_layer_args_check, test/test_nn.py::TestNN::test_transformerdecoder, test/test_nn.py::TestNN::test_transformerdecoderlayer, test/test_nn.py::TestNN::test_transformerdecoderlayer_gelu, test/test_nn.py::TestNN::test_triplet_margin_loss, test/test_nn.py::TestNN::test_triplet_margin_loss_no_reduce, test/test_nn.py::TestNN::test_triplet_margin_loss_swap, test/test_nn.py::TestNN::test_triplet_margin_loss_swap_no_reduce, test/test_nn.py::TestNN::test_type, test/test_nn.py::TestNN::test_unflatten, test/test_nn.py::TestNN::test_unflatten_invalid_arg, test/test_nn.py::TestNN::test_unfold_invalid_arg, test/test_nn.py::TestNN::test_upsamplingBilinear2d_spatial_invariance, test/test_nn.py::TestNN::test_upsamplingLinear1d, test/test_nn.py::TestNN::test_upsamplingLinear1d_spatial_invariance, test/test_nn.py::TestNN::test_upsamplingTrilinear3d_spatial_invariance, test/test_nn.py::TestNN::test_upsampling_bfloat16, test/test_nn.py::TestNN::test_upsampling_not_recompute_scale_factor, test/test_nn.py::TestNN::test_upsampling_small_scale, test/test_nn.py::TestNN::test_vector_to_parameters, test/test_nn.py::TestNN::test_weight_norm, test/test_nn.py::TestNN::test_weight_norm_pickle, test/test_nn.py::TestNN::test_weighted_huber_loss, test/test_nn.py::TestNN::test_weighted_l1_loss_with_weights, test/test_nn.py::TestNN::test_weighted_mse_loss, test/test_nn.py::TestNN::test_zero_grad, test/test_nn.py::TestFusionEval::test_fuse_module_eval_numerics, test/test_nn.py::TestConstantPadNd::test_constant_pad_nd, test/test_nn.py::TestConstantPadNd::test_preserves_memory_format, test/test_nn.py::TestAddRelu::test_add_relu, test/test_nn.py::TestAddRelu::test_add_relu_broadcasting, test/test_nn.py::TestFunctionalPickle::test_pickle_softsign, test/test_nn.py::TestFusionUtils::test_fuse_conv_bn_requires_grad, test/test_nn.py::TestFusionUtils::test_fuse_linear_bn_requires_grad, test/test_nn.py::TestUtils::test_consume_prefix_in_state_dict_if_present, test/test_nn.py::TestNNDeviceTypeCPU::test_BatchNorm_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_Bilinear_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_cudnn_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_empty_target_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GRU_grad_and_gradgrad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_memory_format_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_numeric_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_GroupNorm_raises_error_if_one_value_per_group_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_InstanceNorm1d_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_InstanceNorm2d_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_InstanceNorm3d_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_LSTM_differentiable_backward_using_oneDNN_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_LSTM_differentiable_backward_using_oneDNN_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_LSTM_grad_and_gradgrad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_LayerNorm_general_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_LayerNorm_numeric_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_LocalResponseNorm_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_empty_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_MarginLoss_warnings_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad2d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad2d_large_deterministic_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad3d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad_empty_cpu_complex64, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad_empty_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_ReflectionPad_fails_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad1d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad2d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad3d_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad_empty_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_ReplicationPad_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerDecoderLayer_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerDecoder_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerEncoderLayer_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_TransformerEncoder_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_Transformer_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_Unfold_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_activations_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_activations_bfloat16_half_cpu_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_activations_bfloat16_half_cpu_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_adaptiveavg_pool1d_shmem_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotate0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotate45_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotate90_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_2d_rotateRandom_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_affine_3d_rotateRandom_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_avg_pool_large_tensor2_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_avg_pool_large_tensor_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_affine_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_affine_mixed_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_affine_mixed_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_eval_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_eval_mixed_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_eval_mixed_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_large_batch_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_large_batch_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_simple_average_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_simple_average_mixed_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_simple_average_mixed_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_batchnorm_update_stats_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_channel_shuffle_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_error_if_nonfinite_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_0_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_1_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_2_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_4_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_False_norm_type_inf_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_0_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_1_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_2_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_4_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_foreach_True_norm_type_inf_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_multi_device_foreach_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_norm_multi_device_foreach_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_value_foreach_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_clip_grad_value_foreach_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_conv_empty_input_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_64bit_reduction_mean_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_64bit_reduction_none_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_64bit_reduction_sum_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_consistent_index_target_and_probs_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_errors_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_weight_ignore_indices_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_label_smoothing_with_probs_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_large_tensor_reduction_mean_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_large_tensor_reduction_none_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_large_tensor_reduction_sum_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_2d_out_of_bounds_class_index_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_2d_out_of_bounds_class_index_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_index_target_unit_weights_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_one_hot_target_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_all_reductions_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_cross_entropy_loss_prob_target_unit_weights_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cudnn_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cudnn_tensor_cpu_length_cuda_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_cudnn_tensor_cuda_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_ctc_loss_error_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_device_mask_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_elu_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_elu_inplace_with_neg_alpha_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_fold_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_glu_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_bfloat16_precision_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_half_precision_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_2d_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_2d_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_3d_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_large_index_3d_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_nan_inf_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_grid_sample_nan_inf_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_groupnorm_nhwc_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_gumbel_softmax_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_gumbel_softmax_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_hardsigmoid_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_corner_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_corner_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_corner_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_hardswish_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_for_single_spatial_element_during_training_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_False_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_True_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_instancenorm_raises_error_if_less_than_one_value_per_channel_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_invalid_reduction_strings_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_layernorm_half_precision_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_layernorm_weight_bias_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_leaky_relu_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_leaky_relu_inplace_with_neg_slope_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_leaky_relu_inplace_with_zero_slope_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_linear_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_log_softmax_big_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_log_softmax_cpu_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_log_softmax_cpu_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_logsigmoid_out_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_lstmcell_backward_only_one_output_grad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_TxT_layout_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_devices_parity_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_forward_with_nans_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_grad_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_lowp_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_lowp_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_mask_types_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_masked_softmax_transformer_layout_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_mish_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_module_to_empty_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_module_to_empty_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_module_to_empty_non_recursive_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_mse_loss_error_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_all_ignored_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_byte_target_matches_long_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_empty_tensor_reduction_mean_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_empty_tensor_reduction_none_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_empty_tensor_reduction_sum_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_invalid_target_dim_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_invalid_weights_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_large_tensor_reduction_mean_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_large_tensor_reduction_none_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_large_tensor_reduction_sum_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_mismatched_batch_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_out_of_bounds_ignore_index_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nll_loss_total_weight_is_zero_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nn_empty_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nn_scalars_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nn_scalars_reductions_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_nonlinearity_propagate_nan_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_one_hot_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_overwrite_module_params_on_conversion_cpu_device_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_pad_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_pad_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_prelu_backward_32bit_indexing_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_replicatepad_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_rmsnorm_numeric_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_rmsnorm_numeric_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_rnn_fused_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_rnn_fused_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_rnn_retain_variables_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_save_lstm_compatibility_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_silu_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_skip_init_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_smooth_l1_loss_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_smooth_l1_loss_vs_huber_loss_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_smoothl1loss_backward_zero_beta_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_64bit_indexing_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_smem_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_unaligned_grad_output_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_unaligned_output_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_backward_without_fully_vectorized_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_bfloat16_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_double_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_forward_64bit_indexing_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softmax_results_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_softplus_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softplus_low_threshold_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softshrink_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softshrink_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_softshrink_negative_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_threshold_inplace_overlap_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_to_complex_cpu_complex128, test/test_nn.py::TestNNDeviceTypeCPU::test_to_complex_cpu_complex64, test/test_nn.py::TestNNDeviceTypeCPU::test_to_complex_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_transformerencoderlayer_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_transformerencoderlayer_fast_path_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_transformerencoderlayer_gelu_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_triplet_margin_with_distance_loss_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_triplet_margin_with_distance_loss_default_parity_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_399_output_size_437_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_403_output_size_377_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_3_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bicubic_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_bilinear_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest-exact_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_float32_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_float64_cpu_float64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int16_cpu_int16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int32_cpu_int32, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int64_cpu_int64, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_int8_cpu_int8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_True_num_channels_5_mode_nearest_uint8_cpu_uint8, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBicubic2d_aa_correctness_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBicubic2d_aa_correctness_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBicubic2d_correctness_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBilinear2d_aa_correctness_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingBilinear2d_aa_correctness_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_correctness_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_correctness_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_launch_config_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest1d_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_launch_config_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_launch_fail_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_launch_rocm_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format0_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format0_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format1_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest2d_memory_format1_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_launch_config_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format0_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format0_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format1_mode_nearest-exact_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearest3d_memory_format1_mode_nearest_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact1d_correctness_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact1d_correctness_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact1d_rescale_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact2d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format0_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format0_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format1_isize_10_osize_15_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingNearestExact3d_correctness_memory_format1_isize_20_osize_11_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_False_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_False_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_True_memory_format0_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingTrilinear3d_align_corners_True_memory_format1_cpu, test/test_nn.py::TestNNDeviceTypeCPU::test_upsampling_64bit_indexing_channels_last_cpu_bfloat16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsampling_64bit_indexing_channels_last_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_upsamplingnearest2d_backward_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_variable_sequence_cpu_float32, test/test_nn.py::TestNNDeviceTypeCPU::test_warp_softmax_64bit_indexing_cpu_float16, test/test_nn.py::TestNNDeviceTypeCPU::test_warp_softmax_64bit_indexing_cpu_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_BatchNorm_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_Bilinear_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_cudnn_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_empty_target_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_mean_use_module_form_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_none_use_module_form_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_CTCLoss_no_batch_dim_reduction_sum_use_module_form_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GRU_grad_and_gradgrad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_memory_format_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_numeric_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_GroupNorm_raises_error_if_one_value_per_group_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_InstanceNorm1d_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_InstanceNorm2d_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_InstanceNorm3d_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_LSTM_differentiable_backward_using_oneDNN_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_LSTM_differentiable_backward_using_oneDNN_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_LSTM_grad_and_gradgrad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_LayerNorm_general_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_LayerNorm_numeric_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_LocalResponseNorm_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_empty_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_MarginLoss_warnings_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad2d_large_deterministic_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad2d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad3d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad_empty_mps_complex64, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_ReflectionPad_fails_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad1d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad2d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad3d_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad_empty_mps_complex128, test/test_nn.py::TestNNDeviceTypeMPS::test_ReplicationPad_empty_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerDecoderLayer_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerDecoder_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerEncoderLayer_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_TransformerEncoder_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_Transformer_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_Unfold_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_activations_bfloat16_half_cpu_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_activations_bfloat16_half_cpu_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_activations_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_adaptiveavg_pool1d_shmem_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotate0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotate45_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotate90_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_2d_rotateRandom_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_affine_3d_rotateRandom_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_avg_pool_large_tensor2_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_avg_pool_large_tensor_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_affine_mixed_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_affine_mixed_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_affine_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_eval_mixed_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_eval_mixed_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_eval_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_large_batch_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_large_batch_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_simple_average_mixed_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_simple_average_mixed_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_simple_average_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_batchnorm_update_stats_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_channel_shuffle_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_error_if_nonfinite_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_0_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_1_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_2_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_4_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_False_norm_type_inf_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_0_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_1_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_2_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_4_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_foreach_True_norm_type_inf_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_multi_device_foreach_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_norm_multi_device_foreach_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_value_foreach_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_clip_grad_value_foreach_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_conv_empty_input_mps_complex64, test/test_nn.py::TestNNDeviceTypeMPS::test_conv_empty_input_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_conv_empty_input_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_64bit_reduction_mean_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_64bit_reduction_none_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_64bit_reduction_sum_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_consistent_index_target_and_probs_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_errors_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_weight_ignore_indices_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_label_smoothing_with_probs_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_large_tensor_reduction_mean_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_large_tensor_reduction_none_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_large_tensor_reduction_sum_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_2d_out_of_bounds_class_index_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_2d_out_of_bounds_class_index_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_index_target_unit_weights_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_one_hot_target_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_all_reductions_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_mean_weighted_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_none_weighted_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_no_batch_dim_reduction_sum_weighted_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_cross_entropy_loss_prob_target_unit_weights_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_cudnn_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_cudnn_tensor_cpu_length_cuda_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_cudnn_tensor_cuda_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_error_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_ctc_loss_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_device_mask_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_elu_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_elu_inplace_with_neg_alpha_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_fold_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_glu_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_bfloat16_precision_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_half_precision_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_2d_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_2d_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_3d_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_index_3d_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_large_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_nan_inf_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_grid_sample_nan_inf_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_groupnorm_nhwc_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_gumbel_softmax_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_hardsigmoid_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_corner_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_corner_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_corner_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_hardswish_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_for_single_spatial_element_during_training_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_False_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm1d_no_batch_dim_True_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_False_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm2d_no_batch_dim_True_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_False_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_False_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_input_channels_is_not_num_features_InstanceNorm3d_no_batch_dim_True_affine_True_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_instancenorm_raises_error_if_less_than_one_value_per_channel_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_invalid_reduction_strings_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_layernorm_half_precision_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_layernorm_weight_bias_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_leaky_relu_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_leaky_relu_inplace_with_neg_slope_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_leaky_relu_inplace_with_zero_slope_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_linear_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_log_softmax_big_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_log_softmax_cpu_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_log_softmax_cpu_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_logsigmoid_out_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_lstmcell_backward_only_one_output_grad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_TxT_layout_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_devices_parity_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_forward_with_nans_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_grad_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_lowp_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_lowp_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_mask_types_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_masked_softmax_transformer_layout_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_mish_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_module_to_empty_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_module_to_empty_non_recursive_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_mse_loss_error_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_all_ignored_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_byte_target_matches_long_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_mean_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_mean_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_none_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_none_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_sum_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_empty_tensor_reduction_sum_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_invalid_target_dim_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_invalid_weights_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_large_tensor_reduction_mean_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_large_tensor_reduction_none_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_large_tensor_reduction_sum_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_mismatched_batch_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_out_of_bounds_ignore_index_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nll_loss_total_weight_is_zero_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nn_empty_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nn_scalars_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nn_scalars_reductions_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_nonlinearity_propagate_nan_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_one_hot_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_overwrite_module_params_on_conversion_cpu_device_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_pad_mps_complex128, test/test_nn.py::TestNNDeviceTypeMPS::test_pad_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_prelu_backward_32bit_indexing_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_replicatepad_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_rmsnorm_numeric_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_rmsnorm_numeric_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_fused_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_fused_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_retain_variables_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_rnn_retain_variables_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_save_lstm_compatibility_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_silu_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_skip_init_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_smooth_l1_loss_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_smooth_l1_loss_vs_huber_loss_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_smoothl1loss_backward_zero_beta_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_64bit_indexing_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_smem_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_unaligned_grad_output_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_unaligned_output_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_backward_without_fully_vectorized_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_bfloat16_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_cpu_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_cpu_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_double_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_forward_64bit_indexing_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_softmax_results_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_softplus_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softplus_low_threshold_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softshrink_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softshrink_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_softshrink_negative_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_threshold_inplace_overlap_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_to_complex_mps_complex64, test/test_nn.py::TestNNDeviceTypeMPS::test_to_complex_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_transformerencoderlayer_fast_path_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_transformerencoderlayer_gelu_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_transformerencoderlayer_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_triplet_margin_with_distance_loss_default_parity_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_triplet_margin_with_distance_loss_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_False_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format0_align_corners_True_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_False_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_399_output_size_437_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiLinear2d_consistency_interp_size_bug_memory_format1_align_corners_True_input_size_403_output_size_377_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_False_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_False_align_corners_True_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_False_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bicubic_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_antialias_True_align_corners_True_mode_bilinear_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format0_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bicubic_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_False_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_False_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_3_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_32_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_False_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_False_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_restrided_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_consistency_memory_format1_mode_bilinear_antialias_True_align_corners_True_num_channels_5_output_size_600_check_as_unsqueezed_3d_tensor_True_non_contig_sliced_batch_size_5_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bicubic_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_bilinear_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest-exact_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_3_mode_nearest_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bicubic_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int16_mps_int16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int32_mps_int32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int64_mps_int64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_int8_mps_int8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_bilinear_uint8_mps_uint8, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float32_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_float64_mps_float64, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBiMode2d_nonsupported_dtypes_antialias_False_num_channels_5_mode_nearest-exact_int16_mps_int16, 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test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBilinear2d_aa_correctness_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingBilinear2d_aa_correctness_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_correctness_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_correctness_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_launch_config_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_mode_nearest-exact_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest1d_mode_nearest_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format0_isize_10_osize_15_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format0_isize_20_osize_11_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingNearest2d_correctness_memory_format1_isize_10_osize_15_mps, 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test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_False_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_False_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_True_memory_format0_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingTrilinear3d_align_corners_True_memory_format1_mps, test/test_nn.py::TestNNDeviceTypeMPS::test_upsampling_64bit_indexing_channels_last_mps_bfloat16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsampling_64bit_indexing_channels_last_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_upsamplingnearest2d_backward_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_variable_sequence_mps_float32, test/test_nn.py::TestNNDeviceTypeMPS::test_warp_softmax_64bit_indexing_mps_float16, test/test_nn.py::TestNNDeviceTypeMPS::test_warp_softmax_64bit_indexing_mps_float32 2025-07-24T04:13:03.3312400Z 2025-07-24T04:13:03.3312560Z Running nn/test_convolution 1/1 ... [2025-07-24 04:13:03.063324] 2025-07-24T04:13:03.3312860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:13:03.3313600Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'nn/test_convolution.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:13:03.063636] 2025-07-24T04:15:05.1874670Z 2025-07-24T04:15:05.1875160Z nn/test_convolution 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_convolution_1.1_b00360f4074f5ef0_.log 2025-07-24T04:15:05.2257400Z Running 1151 items in this shard: test/nn/test_convolution.py::TestConvolutionNN::test_Conv1d_module_same_padding, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_1x1, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_OneDNN, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_backward_twice, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_groups_nobias, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_groups_nobias_v2, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_inconsistent_types, test/nn/test_convolution.py::TestConvolutionNN::test_Conv2d_inconsistent_types_on_GPU_with_cudnn, 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test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_nhwc_support_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_cudnn_nhwc_support_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_groups_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_no_bias_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_stride_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_double_backward_strided_with_3D_input_and_weight_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_empty_channel_cpu_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_empty_channel_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_ic1_channels_last_for_oneDNN_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_large_batch_1_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_large_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_large_nosplit_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_noncontig_weights_and_bias_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_noncontig_weights_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_thnn_nhwc_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_thnn_nhwc_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose2d_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose3d_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_conv_transposed_large_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_convert_conv2d_weight_memory_format_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_convert_conv3d_weight_memory_format_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_add_relu_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_add_relu_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_relu_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_cudnn_convolution_relu_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_depthwise_conv_64bit_indexing_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_group_convTranspose_empty_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_group_conv_empty_cpu, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_noncontig_conv_grad_cpu_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_noncontig_conv_grad_cpu_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeCPU::test_noncontig_conv_grad_cpu_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_backward_depthwise_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_backward_depthwise_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_depthwise_naive_groups_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_depthwise_naive_groups_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_depthwise_naive_groups_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_1_mps_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_1_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_1_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_1_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_1_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_2_mps_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_2_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_2_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_2_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_2_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_3_mps_complex128, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_3_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_3_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_3_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_deterministic_cudnn_dilation_3_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_large_workspace_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_large_workspace_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_large_workspace_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_naive_groups_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv2d_size_1_kernel_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv3d_depthwise_naive_groups_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv3d_depthwise_naive_groups_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_Conv3d_depthwise_naive_groups_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose2d_large_output_padding_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose2d_large_output_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose2d_size_1_kernel_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_ConvTranspose3d_size_1_kernel_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_contig_wrong_stride_cudnn_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_same_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_valid_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_same_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_same_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_valid_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv1d_vs_scipy_mode_valid_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_no_grad_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_same_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_valid_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_same_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_same_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_valid_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv2d_vs_scipy_mode_valid_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_64bit_indexing_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_large_batch_1_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_same_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_backward_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_backward_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_valid_padding_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_same_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_same_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_valid_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv3d_vs_scipy_mode_valid_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_convTranspose_empty_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise1d_has_bias_True_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_True_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise2d_has_bias_True_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_True_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cuda_depthwise3d_has_bias_True_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_True_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_has_bias_True_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_False_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_False_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_cudnn1d_transposed_has_bias_True_strided_True_contiguous_False_mps, 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test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_slow3d_dilated_has_bias_False_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_slow3d_dilated_has_bias_False_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_slow3d_dilated_has_bias_True_strided_False_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_slow3d_dilated_has_bias_True_strided_False_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_slow3d_dilated_has_bias_True_strided_True_contiguous_False_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_backend_slow3d_dilated_has_bias_True_strided_True_contiguous_True_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_contiguous_for_oneDNN_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_mismatch_memory_format_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_ndhwc_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_ndhwc_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_support_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_cudnn_nhwc_support_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_groups_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_no_bias_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_stride_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_double_backward_strided_with_3D_input_and_weight_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_empty_channel_mps_complex64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_empty_channel_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_ic1_channels_last_for_oneDNN_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_large_batch_1_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_large_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_large_nosplit_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_noncontig_weights_and_bias_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_noncontig_weights_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_thnn_nhwc_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_thnn_nhwc_mps_float64, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose2d_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_transpose_with_output_size_and_no_batch_dim_ConvTranspose3d_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_conv_transposed_large_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_convert_conv2d_weight_memory_format_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_convert_conv3d_weight_memory_format_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_cudnn_convolution_add_relu_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_cudnn_convolution_add_relu_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_cudnn_convolution_relu_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_cudnn_convolution_relu_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_depthwise_conv_64bit_indexing_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_group_convTranspose_empty_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_group_conv_empty_mps, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_noncontig_conv_grad_mps_float16, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_noncontig_conv_grad_mps_float32, test/nn/test_convolution.py::TestConvolutionNNDeviceTypeMPS::test_noncontig_conv_grad_mps_float64 2025-07-24T04:15:05.2625180Z 2025-07-24T04:15:05.2625370Z Running test_multiprocessing_spawn 1/1 ... [2025-07-24 04:15:05.189214] 2025-07-24T04:15:05.2625640Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:15:05.2626390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_multiprocessing_spawn.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:15:05.189502] 2025-07-24T04:17:59.7585070Z 2025-07-24T04:17:59.7586010Z test_multiprocessing_spawn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_multiprocessing_spawn_1.1_a6e775bfb748de10_.log 2025-07-24T04:17:59.7593620Z Running 31 items in this shard: test/test_multiprocessing_spawn.py::SpawnTest::test_exception_all, test/test_multiprocessing_spawn.py::SpawnTest::test_exception_raises, test/test_multiprocessing_spawn.py::SpawnTest::test_exception_single, test/test_multiprocessing_spawn.py::SpawnTest::test_first_argument_index, test/test_multiprocessing_spawn.py::SpawnTest::test_signal_raises, test/test_multiprocessing_spawn.py::SpawnTest::test_success, test/test_multiprocessing_spawn.py::SpawnTest::test_success_first_then_exception, test/test_multiprocessing_spawn.py::SpawnTest::test_success_non_blocking, test/test_multiprocessing_spawn.py::SpawnTest::test_terminate_exit_grace_period0, test/test_multiprocessing_spawn.py::SpawnTest::test_terminate_exit_grace_period_5, test/test_multiprocessing_spawn.py::SpawnTest::test_terminate_signal, test/test_multiprocessing_spawn.py::ForkTest::test_exception_all, test/test_multiprocessing_spawn.py::ForkTest::test_exception_single, test/test_multiprocessing_spawn.py::ForkTest::test_first_argument_index, test/test_multiprocessing_spawn.py::ForkTest::test_success, test/test_multiprocessing_spawn.py::ForkTest::test_success_first_then_exception, test/test_multiprocessing_spawn.py::ForkTest::test_success_non_blocking, test/test_multiprocessing_spawn.py::ForkTest::test_terminate_exit_grace_period0, test/test_multiprocessing_spawn.py::ForkTest::test_terminate_exit_grace_period_5, test/test_multiprocessing_spawn.py::ForkTest::test_terminate_signal, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_exception_all, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_exception_single, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_first_argument_index, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_success, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_success_first_then_exception, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_success_non_blocking, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_terminate_exit_grace_period0, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_terminate_exit_grace_period_5, test/test_multiprocessing_spawn.py::ParallelForkServerShouldWorkTest::test_terminate_signal, test/test_multiprocessing_spawn.py::ParallelForkServerPerfTest::test_forkserver_perf, test/test_multiprocessing_spawn.py::ErrorTest::test_errors_pickleable 2025-07-24T04:17:59.7600650Z 2025-07-24T04:17:59.7600780Z Running nn/test_pooling 1/1 ... [2025-07-24 04:17:59.758848] 2025-07-24T04:17:59.7601060Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:17:59.7601850Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'nn/test_pooling.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:17:59.759117] 2025-07-24T04:18:17.6693890Z 2025-07-24T04:18:17.6694380Z nn/test_pooling 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_pooling_1.1_a76489570ad81ca1_.log 2025-07-24T04:18:17.6737740Z Running 188 items in this shard: test/nn/test_pooling.py::TestAvgPool::test_avg_pool1d_ceil_mode, test/nn/test_pooling.py::TestAvgPool::test_avg_pool2d_ceil_mode, test/nn/test_pooling.py::TestAvgPool::test_avg_pool3d_ceil_mode, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool2d, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool2d_with_divisor, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool3d, test/nn/test_pooling.py::TestAvgPool::test_doubletensor_avg_pool3d_with_divisor, test/nn/test_pooling.py::TestPoolingNN::test_MaxUnpool2d_output_size, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_avg_pooling_nhwc_overflow, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_avg_pooling_overflow, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc_launch_config_backward, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc_launch_config_forward, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_avg_nhwc_non_contiguous, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_lower_precision, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_size_none, test/nn/test_pooling.py::TestPoolingNN::test_adaptive_pooling_size_overflow, test/nn/test_pooling.py::TestPoolingNN::test_max_unpool, test/nn/test_pooling.py::TestPoolingNN::test_max_unpool2d_nhwc_cpu, test/nn/test_pooling.py::TestPoolingNN::test_max_unpool3d_input_check, test/nn/test_pooling.py::TestPoolingNN::test_quantized_max_pool1d_empty_kernel, test/nn/test_pooling.py::TestPoolingNN::test_quantized_max_pool3d, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AdaptiveMaxPool1d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AdaptiveMaxPool2d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AdaptiveMaxPool3d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AdaptiveMaxPool_zero_batch_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AvgPool2d_empty_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_AvgPool3d_backward_after_cat_dim1_device_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool2d_zero_batch_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool2d_zero_out_size_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool2d_zero_samples_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool3d_errors_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool3d_zero_batch_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool3d_zero_out_size_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_FractionalMaxPool3d_zero_samples_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool1d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool2d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool3d_indices_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxPool_zero_batch_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case10_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case1_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case2_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case3_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case4_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case5_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case6_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case7_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case8_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_index_errors_case9_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_MaxUnpool_zero_batch_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_avg_pool2d_output_size_one_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_avg_pool3d_output_size_one_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_avg_pooling_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_max_pooling_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pool_odd_size_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_empty_output_size_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_empty_output_size_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_max_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_max_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_int8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_no_suppot_input_cpu_uint8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_zero_batch_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_adaptive_pooling_zero_batch_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_reduced_floating_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_avg_pool2d_reduced_floating_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool2d_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool2d_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool3d_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_fractional_max_pool_nan_inf_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_corner_cases_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_corner_cases_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool1d_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_corner_cases_cpu_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_corner_cases_cpu_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_indices_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool2d_with_indices_backward_fails_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool3d_ndhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool_bfloat16_half_cpu_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool_bfloat16_half_cpu_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_max_pool_nan_inf_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_maxpool3d_non_square_backward_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_maxpool_indices_no_batch_dim_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool3d_large_size_int64_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool3d_size_one_feature_dim_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool_invalid_size_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pool_large_size_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_bfloat16_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_large_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_max_nhwc_cpu_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_max_nhwc_cpu_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_shape_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeCPU::test_pooling_zero_stride_cpu, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool1d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool2d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool3d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AdaptiveMaxPool_zero_batch_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AvgPool2d_empty_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_AvgPool3d_backward_after_cat_dim1_device_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool2d_zero_batch_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool2d_zero_out_size_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool2d_zero_samples_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_errors_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_zero_batch_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_zero_out_size_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_FractionalMaxPool3d_zero_samples_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool1d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool2d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool3d_indices_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxPool_zero_batch_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case10_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case1_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case2_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case3_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case4_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case5_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case6_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case7_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case8_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_index_errors_case9_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_MaxUnpool_zero_batch_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_avg_pool2d_output_size_one_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_avg_pool3d_output_size_one_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_avg_pooling_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_max_pooling_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pool_odd_size_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_empty_output_size_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_empty_output_size_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_max_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_int8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_no_suppot_input_mps_uint8, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_zero_batch_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_adaptive_pooling_zero_batch_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_nhwc_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_reduced_floating_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_avg_pool2d_reduced_floating_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool2d_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool2d_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool3d_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_fractional_max_pool_nan_inf_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_corner_cases_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_corner_cases_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool1d_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_corner_cases_mps_int32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_corner_cases_mps_int64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_indices_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_nhwc_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool2d_with_indices_backward_fails_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool3d_ndhwc_mps_float64, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool_bfloat16_half_mps_bfloat16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool_bfloat16_half_mps_float16, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_max_pool_nan_inf_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_maxpool3d_non_square_backward_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_maxpool_indices_no_batch_dim_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool3d_large_size_int64_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool3d_size_one_feature_dim_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool_invalid_size_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pool_large_size_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_bfloat16_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_large_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_max_nhwc_mps_float32, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_shape_mps, test/nn/test_pooling.py::TestPoolingNNDeviceTypeMPS::test_pooling_zero_stride_mps 2025-07-24T04:18:17.6778810Z 2025-07-24T04:18:17.6779140Z Running test_mobile_optimizer 1/1 ... [2025-07-24 04:18:17.669769] 2025-07-24T04:18:17.6779420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:18:17.6780140Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_mobile_optimizer.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:18:17.670018] 2025-07-24T04:18:19.6748330Z 2025-07-24T04:18:19.6748980Z test_mobile_optimizer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mobile_optimizer_1.1_6c8bfb82884b47c8_.log 2025-07-24T04:18:19.6751300Z Running 7 items in this shard: test/test_mobile_optimizer.py::TestOptimizer::test_clone_module_with_class, test/test_mobile_optimizer.py::TestOptimizer::test_generate_mobile_module_lints, test/test_mobile_optimizer.py::TestOptimizer::test_hoist_conv_packed_params, test/test_mobile_optimizer.py::TestOptimizer::test_mobilenet_optimize_for_mobile, test/test_mobile_optimizer.py::TestOptimizer::test_optimize_for_mobile, test/test_mobile_optimizer.py::TestOptimizer::test_preserve_bundled_inputs_methods, test/test_mobile_optimizer.py::TestOptimizer::test_quantized_conv_no_asan_failures 2025-07-24T04:18:19.6753130Z 2025-07-24T04:18:19.6753310Z Running test_namedtuple_return_api 1/1 ... [2025-07-24 04:18:19.675192] 2025-07-24T04:18:19.6753670Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:18:19.6755980Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_namedtuple_return_api.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:18:19.675491] 2025-07-24T04:18:22.1107010Z 2025-07-24T04:18:22.1107630Z test_namedtuple_return_api 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_namedtuple_return_api_1.1_cdfb6745f46d1a1d_.log 2025-07-24T04:18:22.1108780Z Running 3 items in this shard: test/test_namedtuple_return_api.py::TestNamedTupleAPI::test_import_return_types, test/test_namedtuple_return_api.py::TestNamedTupleAPI::test_namedtuple_return, test/test_namedtuple_return_api.py::TestNamedTupleAPI::test_native_functions_yaml 2025-07-24T04:18:22.1109810Z 2025-07-24T04:18:22.1110520Z Running test_python_dispatch 1/1 ... [2025-07-24 04:18:22.110998] 2025-07-24T04:18:22.1110810Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:18:22.1113240Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_python_dispatch.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:18:22.111249] 2025-07-24T04:18:27.9613480Z 2025-07-24T04:18:27.9614070Z test_python_dispatch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_python_dispatch_1.1_9954adadaf7aeffd_.log 2025-07-24T04:18:27.9640100Z Running 118 items in this shard: test/test_python_dispatch.py::TestDispatcherPythonBindings::test_call_boxed, test/test_python_dispatch.py::TestPythonRegistration::test_alias_analysis, test/test_python_dispatch.py::TestPythonRegistration::test_create_new_library, test/test_python_dispatch.py::TestPythonRegistration::test_create_new_library_fragment_no_existing, test/test_python_dispatch.py::TestPythonRegistration::test_create_new_library_fragment_with_existing, test/test_python_dispatch.py::TestPythonRegistration::test_dispatchkeyset_eq, test/test_python_dispatch.py::TestPythonRegistration::test_dispatchkeyset_pickle, test/test_python_dispatch.py::TestPythonRegistration::test_error_for_unsupported_ns_or_kind, test/test_python_dispatch.py::TestPythonRegistration::test_error_if_fn_not_callable, test/test_python_dispatch.py::TestPythonRegistration::test_extend_library_with_dispatch_key_arg, test/test_python_dispatch.py::TestPythonRegistration::test_fallback, test/test_python_dispatch.py::TestPythonRegistration::test_fallback_fallthrough, test/test_python_dispatch.py::TestPythonRegistration::test_fallback_keyset, test/test_python_dispatch.py::TestPythonRegistration::test_fallthrough_for_dense_key_with_meta_in_tls, test/test_python_dispatch.py::TestPythonRegistration::test_finalizer, test/test_python_dispatch.py::TestPythonRegistration::test_override_aten_ops_with_multiple_libraries, test/test_python_dispatch.py::TestPythonRegistration::test_override_cpu_sum, test/test_python_dispatch.py::TestPythonRegistration::test_override_cuda_with_jiterator, test/test_python_dispatch.py::TestPythonRegistration::test_register_fallthrough, test/test_python_dispatch.py::TestPythonRegistration::test_returning_symint, test/test_python_dispatch.py::TestPythonDispatch::test_all_same_mode, test/test_python_dispatch.py::TestPythonDispatch::test_autograd_in_attr, test/test_python_dispatch.py::TestPythonDispatch::test_basic, test/test_python_dispatch.py::TestPythonDispatch::test_capture_logs_with_torch_dispatch_mode, test/test_python_dispatch.py::TestPythonDispatch::test_construct_int_tensor, test/test_python_dispatch.py::TestPythonDispatch::test_custom_autograd, test/test_python_dispatch.py::TestPythonDispatch::test_custom_dispatch_mode_not_supports_higher_order_operators, test/test_python_dispatch.py::TestPythonDispatch::test_custom_dispatch_mode_supports_higher_order_operators, test/test_python_dispatch.py::TestPythonDispatch::test_custom_size_policy_dynamic_shapes, test/test_python_dispatch.py::TestPythonDispatch::test_data_ptr_respects_numel_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_deepcopy_non_wrapper_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_deepcopy_wrapper_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_deepcopy_wrapper_subclass_with_clone_returning_different_type, test/test_python_dispatch.py::TestPythonDispatch::test_detach_appears_twice_when_called_once, test/test_python_dispatch.py::TestPythonDispatch::test_device_slowpath, test/test_python_dispatch.py::TestPythonDispatch::test_dim_slowpath, test/test_python_dispatch.py::TestPythonDispatch::test_dispatch_super_call, test/test_python_dispatch.py::TestPythonDispatch::test_dispatch_super_call_list_arg, test/test_python_dispatch.py::TestPythonDispatch::test_dispatch_super_dont_autograd, test/test_python_dispatch.py::TestPythonDispatch::test_error_using_class_method_on_mode, test/test_python_dispatch.py::TestPythonDispatch::test_exception_handling, test/test_python_dispatch.py::TestPythonDispatch::test_fancy_strides, test/test_python_dispatch.py::TestPythonDispatch::test_format, test/test_python_dispatch.py::TestPythonDispatch::test_get_cur_mode, test/test_python_dispatch.py::TestPythonDispatch::test_get_mode_stack, test/test_python_dispatch.py::TestPythonDispatch::test_index_put_where_only_index_is_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_invalid_ret, test/test_python_dispatch.py::TestPythonDispatch::test_is_contiguous_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_kwarg_only, test/test_python_dispatch.py::TestPythonDispatch::test_kwarg_only_and_positional_default, test/test_python_dispatch.py::TestPythonDispatch::test_layout_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_like, test/test_python_dispatch.py::TestPythonDispatch::test_list_ret, test/test_python_dispatch.py::TestPythonDispatch::test_make_fx_with_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_make_subclass_with_modes, test/test_python_dispatch.py::TestPythonDispatch::test_make_wrapper_subclass_noalloc, test/test_python_dispatch.py::TestPythonDispatch::test_make_wrapper_subclass_propagates_metadata, test/test_python_dispatch.py::TestPythonDispatch::test_maybe_tuple_bug, test/test_python_dispatch.py::TestPythonDispatch::test_mode_detection, test/test_python_dispatch.py::TestPythonDispatch::test_mode_with_make_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_multiple_ops_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_nested_push_logging_tensor_mode, test/test_python_dispatch.py::TestPythonDispatch::test_nesting_same_mode, test/test_python_dispatch.py::TestPythonDispatch::test_new_ones, test/test_python_dispatch.py::TestPythonDispatch::test_none_wrapping, test/test_python_dispatch.py::TestPythonDispatch::test_notimplemented_mode, test/test_python_dispatch.py::TestPythonDispatch::test_optional_tensor_list, test/test_python_dispatch.py::TestPythonDispatch::test_out, test/test_python_dispatch.py::TestPythonDispatch::test_produce_real_type, test/test_python_dispatch.py::TestPythonDispatch::test_record_stream, test/test_python_dispatch.py::TestPythonDispatch::test_return_and_correct_aliasing_gives_correct_stride, test/test_python_dispatch.py::TestPythonDispatch::test_return_stream, test/test_python_dispatch.py::TestPythonDispatch::test_set_data, test/test_python_dispatch.py::TestPythonDispatch::test_shallow_copy_and_detach, test/test_python_dispatch.py::TestPythonDispatch::test_sizes_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_standard_is_not_subclass, test/test_python_dispatch.py::TestPythonDispatch::test_storage, test/test_python_dispatch.py::TestPythonDispatch::test_storage_can_be_converted_to_python_object, test/test_python_dispatch.py::TestPythonDispatch::test_strides_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_subclass_autograd_device_check, test/test_python_dispatch.py::TestPythonDispatch::test_subclass_creation, test/test_python_dispatch.py::TestPythonDispatch::test_subclass_priority, test/test_python_dispatch.py::TestPythonDispatch::test_sym_sizes_strides_slow_path, test/test_python_dispatch.py::TestPythonDispatch::test_tolist_numpy_with_torch_dispatch_mode, test/test_python_dispatch.py::TestPythonDispatch::test_torch_dispatch_mode_basic, test/test_python_dispatch.py::TestPythonDispatch::test_torch_dispatch_mode_respects_no_dispatch, test/test_python_dispatch.py::TestPythonDispatch::test_torch_dispatch_mode_subclass_priority, test/test_python_dispatch.py::TestPythonDispatch::test_torch_dispatch_mode_unrelated_tensors, test/test_python_dispatch.py::TestPythonDispatch::test_version, test/test_python_dispatch.py::TestPythonDispatch::test_view_returns_alias_under_torch_dispatch, test/test_python_dispatch.py::TestPythonDispatch::test_with_mode_created_separately, test/test_python_dispatch.py::TestPythonDispatch::test_with_nested_modes, test/test_python_dispatch.py::TestPythonDispatch::test_wrapper_subclass_extra_dispatch_keys, test/test_python_dispatch.py::TestPythonDispatch::test_wrapper_subclass_multiprocessing_preserves_dtype, test/test_python_dispatch.py::TestPythonDispatch::test_wrapper_subclass_reentrant_dispatch_with_mode, test/test_python_dispatch.py::TestPythonDispatch::test_wrapper_subclass_serializes, test/test_python_dispatch.py::TestPythonDispatcher::test_basic, test/test_python_dispatch.py::TestPythonDispatcher::test_lstsq, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_cat_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_conv2d_cpu, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyCatCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyCubeCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyMulCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyMulScalarCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyNMSCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyNonzeroCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpySortCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpySplitCopyCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpySplitCopyWithIntCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyTakeCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_custom_NumpyViewCopyCustomOp_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_fft_fft2_cpu, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_mul_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_native_batch_norm_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_out_op_cpu, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_split_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_split_list_args_cpu_float32, test/test_python_dispatch.py::TestWrapperSubclassAliasingCPU::test_wrapper_subclass_aliasing_view_cpu_float32 2025-07-24T04:18:27.9665120Z 2025-07-24T04:18:27.9665250Z Running test_jit_disabled 1/1 ... [2025-07-24 04:18:27.961690] 2025-07-24T04:18:27.9665510Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:18:27.9666260Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_jit_disabled.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:18:27.961941] 2025-07-24T04:18:29.9409750Z 2025-07-24T04:18:29.9410530Z test_jit_disabled 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_disabled_1.1_a31ba7412530aed1_.log 2025-07-24T04:18:29.9411510Z Running 3 items in this shard: test/test_jit_disabled.py::TestJitDisabled::test_attribute, test/test_jit_disabled.py::TestJitDisabled::test_recursive_script, test/test_jit_disabled.py::TestJitDisabled::test_script_module_construction 2025-07-24T04:18:29.9412130Z 2025-07-24T04:18:29.9412850Z Running test_spectral_ops 1/1 ... [2025-07-24 04:18:29.941242] 2025-07-24T04:18:29.9413310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:18:29.9415770Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_spectral_ops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:18:29.941504] 2025-07-24T04:18:34.9934560Z 2025-07-24T04:18:34.9935090Z test_spectral_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_spectral_ops_1.1_c410d58c857fac41_.log 2025-07-24T04:18:34.9993790Z Running 281 items in this shard: test/test_spectral_ops.py::TestFFTCPU::test_batch_istft_cpu, test/test_spectral_ops.py::TestFFTCPU::test_complex_istft_real_equiv_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_complex_stft_definition_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_complex_stft_onesided_cpu, test/test_spectral_ops.py::TestFFTCPU::test_complex_stft_real_equiv_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_complex_stft_roundtrip_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_complex_stft_roundtrip_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_cufft_context_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_cufft_context_cpu_complex64, 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test/test_spectral_ops.py::TestFFTCPU::test_reference_nd_fft_irfftn_cpu_complex64, test/test_spectral_ops.py::TestFFTCPU::test_stft_align_to_window_only_requires_non_center_cpu, test/test_spectral_ops.py::TestFFTCPU::test_stft_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_stft_requires_complex_cpu, test/test_spectral_ops.py::TestFFTCPU::test_stft_requires_window_cpu, test/test_spectral_ops.py::TestFFTCPU::test_stft_roundtrip_complex_window_cpu_complex128, test/test_spectral_ops.py::TestFFTCPU::test_stft_roundtrip_complex_window_cpu_float64, test/test_spectral_ops.py::TestFFTCPU::test_stft_window_device_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_fft2_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_fft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_fftfreq_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_fftn_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_fftshift_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_hfft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_ifft2_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_ifft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_ifftn_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_ifftshift_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_ihfft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_irfft2_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_irfft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_irfftn_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_rfft2_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_rfft_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_rfftfreq_cpu, test/test_spectral_ops.py::TestFFTDocExamplesCPU::test_rfftn_cpu 2025-07-24T04:18:35.0046060Z 2025-07-24T04:18:35.0046200Z Running test_reductions 1/1 ... [2025-07-24 04:18:34.993922] 2025-07-24T04:18:35.0046460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:18:35.0047170Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_reductions.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:18:34.994192] 2025-07-24T04:19:56.2420620Z 2025-07-24T04:19:56.2421240Z test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_reductions_1.1_3d5fd4777edf8c15_.log 2025-07-24T04:19:56.3411910Z Running 4565 items in this shard: test/test_reductions.py::TestReductionsCPU::test_accreal_type_cpu, test/test_reductions.py::TestReductionsCPU::test_all_any_cpu, test/test_reductions.py::TestReductionsCPU::test_all_any_empty_cpu, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_bool, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_int16, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_all_any_vs_numpy_cpu_uint8, test/test_reductions.py::TestReductionsCPU::test_all_any_with_dim_cpu, test/test_reductions.py::TestReductionsCPU::test_all_issue117215_cpu, test/test_reductions.py::TestReductionsCPU::test_amax_cpu_bool, test/test_reductions.py::TestReductionsCPU::test_amax_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_amax_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_amax_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_amax_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_amax_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_amin_amax_some_dims_cpu, 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test/test_reductions.py::TestReductionsCPU::test_dim_arg_reduction_scalar_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_dim_arg_reduction_scalar_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_dim_arg_reduction_scalar_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_dim_arg_reduction_scalar_cpu_uint8, test/test_reductions.py::TestReductionsCPU::test_dim_default__refs_all_cpu, test/test_reductions.py::TestReductionsCPU::test_dim_default__refs_amax_cpu, test/test_reductions.py::TestReductionsCPU::test_dim_default__refs_amin_cpu, test/test_reductions.py::TestReductionsCPU::test_dim_default__refs_any_cpu, test/test_reductions.py::TestReductionsCPU::test_dim_default__refs_count_nonzero_cpu, test/test_reductions.py::TestReductionsCPU::test_dim_default__refs_linalg_vector_norm_cpu, test/test_reductions.py::TestReductionsCPU::test_dim_default__refs_mean_cpu, test/test_reductions.py::TestReductionsCPU::test_dim_default__refs_prod_cpu, 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test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_int16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_nansum_cpu_uint8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_bool, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_int16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_prod_cpu_uint8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_std_unbiased_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_bool, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_int16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_sum_cpu_uint8, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_result_dtype_var_unbiased_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_std_correction_vs_numpy_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_std_correction_vs_numpy_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_std_correction_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_std_correction_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_std_dim_cpu, test/test_reductions.py::TestReductionsCPU::test_std_mean_all_dims_cpu, test/test_reductions.py::TestReductionsCPU::test_std_mean_correction_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_std_mean_correction_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_std_mean_correction_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_std_mean_correction_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_std_mean_cpu, test/test_reductions.py::TestReductionsCPU::test_std_mean_some_dims_cpu, test/test_reductions.py::TestReductionsCPU::test_std_vs_numpy_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_std_vs_numpy_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_std_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_std_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_sum_all_cpu_bool, test/test_reductions.py::TestReductionsCPU::test_sum_all_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_sum_cpu_device_mismatch_cpu, test/test_reductions.py::TestReductionsCPU::test_sum_dim_cpu, test/test_reductions.py::TestReductionsCPU::test_sum_dim_reduction_uint8_overflow_cpu, test/test_reductions.py::TestReductionsCPU::test_sum_integer_upcast_cpu, test/test_reductions.py::TestReductionsCPU::test_sum_noncontig_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_sum_noncontig_lowp_cpu_bfloat16, test/test_reductions.py::TestReductionsCPU::test_sum_noncontig_lowp_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_sum_out_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_sum_parallel_cpu, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_float16, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_int16, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_int32, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_int64, test/test_reductions.py::TestReductionsCPU::test_sum_vs_numpy_cpu_int8, test/test_reductions.py::TestReductionsCPU::test_tensor_compare_ops_argmax_argmix_kthvalue_dim_empty_cpu, test/test_reductions.py::TestReductionsCPU::test_tensor_compare_ops_empty_cpu, test/test_reductions.py::TestReductionsCPU::test_tensor_reduce_ops_empty_cpu, test/test_reductions.py::TestReductionsCPU::test_var_correction_vs_numpy_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_var_correction_vs_numpy_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_var_correction_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_var_correction_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_var_cpu, test/test_reductions.py::TestReductionsCPU::test_var_dim_cpu, test/test_reductions.py::TestReductionsCPU::test_var_large_input_cpu, test/test_reductions.py::TestReductionsCPU::test_var_mean_all_dims_cpu, test/test_reductions.py::TestReductionsCPU::test_var_mean_correction_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_var_mean_correction_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_var_mean_correction_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_var_mean_correction_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_var_mean_cpu, test/test_reductions.py::TestReductionsCPU::test_var_mean_some_dims_cpu, test/test_reductions.py::TestReductionsCPU::test_var_stability2_cpu, test/test_reductions.py::TestReductionsCPU::test_var_stability_cpu, test/test_reductions.py::TestReductionsCPU::test_var_unbiased_cpu, test/test_reductions.py::TestReductionsCPU::test_var_vs_numpy_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_var_vs_numpy_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_var_vs_numpy_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_var_vs_numpy_cpu_float64, test/test_reductions.py::TestReductionsCPU::test_warn_invalid_degrees_of_freedom_cpu_complex128, test/test_reductions.py::TestReductionsCPU::test_warn_invalid_degrees_of_freedom_cpu_complex64, test/test_reductions.py::TestReductionsCPU::test_warn_invalid_degrees_of_freedom_cpu_float32, test/test_reductions.py::TestReductionsCPU::test_warn_invalid_degrees_of_freedom_cpu_float64 2025-07-24T04:19:56.4592380Z 2025-07-24T04:19:56.4592550Z Running test_cuda_trace 1/1 ... [2025-07-24 04:19:56.245666] 2025-07-24T04:19:56.4592820Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:19:56.4593880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cuda_trace.py', '--shard-id=1', '--num-shards=1', '-v', '--subprocess', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:19:56.245994] 2025-07-24T04:19:57.9534540Z 2025-07-24T04:19:57.9535070Z test_cuda_trace 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_trace_1.1_e99fddcb228d62d4_.log 2025-07-24T04:19:57.9535690Z Running 0 items in this shard: 2025-07-24T04:19:57.9535840Z 2025-07-24T04:19:57.9538220Z Running test_cuda_nvml_based_avail 1/1 ... [2025-07-24 04:19:57.953738] 2025-07-24T04:19:57.9538520Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:19:57.9540720Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cuda_nvml_based_avail.py', '--shard-id=1', '--num-shards=1', '-v', '--subprocess', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:19:57.953984] 2025-07-24T04:19:59.6369600Z 2025-07-24T04:19:59.6370170Z test_cuda_nvml_based_avail 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_nvml_based_avail_1.1_6787e6f9b8f8973d_.log 2025-07-24T04:19:59.6370780Z Running 0 items in this shard: 2025-07-24T04:19:59.6370910Z 2025-07-24T04:19:59.6372740Z Running test_overrides 1/1 ... [2025-07-24 04:19:59.637219] 2025-07-24T04:19:59.6373010Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:19:59.6375340Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_overrides.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:19:59.637460] 2025-07-24T04:20:03.2246150Z 2025-07-24T04:20:03.2246710Z test_overrides 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_overrides_1.1_2771416d155d4fed_.log 2025-07-24T04:20:03.2528130Z Running 1468 items in this shard: test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_H___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_T___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__backward_hooks___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__base___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__cdata___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__grad___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__grad_fn___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__post_accumulate_grad_hooks___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase__version___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_data___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_device___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_dtype___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_grad___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_grad_fn___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_imag___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_cpu___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_cuda___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_ipu___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_leaf___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_maia___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_meta___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_mkldnn___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_mps___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_mtia___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_nested___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_quantized___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_sparse___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_sparse_csr___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_vulkan___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_xla___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_is_xpu___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_itemsize___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_layout___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_mH___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_mT___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_name___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_names___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_nbytes___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_ndim___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_output_nr___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_real___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_requires_grad___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_retains_grad___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_shape___get__, test/test_overrides.py::TestTorchFunctionOverride::test_TensorBase_volatile___get__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___add__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___and__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___array__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___array_wrap__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___bool__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___complex__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___contains__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___cuda_array_interface_____get__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___deepcopy__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___div__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___dlpack__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___dlpack_device__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___eq__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___float__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___floordiv__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___format__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ge__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___getitem__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___gt__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___iadd__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___iand__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___idiv__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ifloordiv__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ilshift__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___imod__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___imul__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___index__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___int__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___invert__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ior__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___irshift__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___isub__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___ixor__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___le__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___len__, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor___long__, 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test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_has_names, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_heaviside, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_heaviside_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_histc, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_histogram, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hsplit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hypot, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_hypot_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_i0, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_i0_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_igammac, 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test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_log_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logaddexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logaddexp2, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logcumsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logdet, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_and, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_and_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_not, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_not_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_or, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_or_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_xor, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logical_xor_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logit_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_logsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_long, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lt, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lt_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_lu_solve, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_map2_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_map_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_fill, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_fill_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_scatter_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_masked_select, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_matmul, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_matrix_exp, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_matrix_power, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_max, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_maximum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mean, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_median, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_min, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_minimum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_mode, 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test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nan_to_num, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nan_to_num_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nanmean, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nanmedian, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nanquantile, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nansum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_narrow, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_narrow_copy, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ndimension, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ne, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ne_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_neg, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_neg_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_negative, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_negative_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nelement, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nextafter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nextafter_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_nonzero_static, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_norm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_normal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_not_equal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_not_equal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_numel, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_numpy, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_orgqr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ormqr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_outer, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_permute, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pin_memory, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pinverse, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_polygamma, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_polygamma_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_positive, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pow, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_pow_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_prelu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_prod, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_put, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_put_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_q_per_channel_axis, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_q_per_channel_scales, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_q_per_channel_zero_points, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_q_scale, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_q_zero_point, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_qr, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_qscheme, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_quantile, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rad2deg, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rad2deg_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_random_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_ravel, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_reciprocal, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_reciprocal_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_record_stream, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_refine_names, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_register_hook, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_register_post_accumulate_grad_hook, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_relu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_relu_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_remainder, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_remainder_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rename, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rename_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_renorm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_renorm_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_repeat, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_repeat_interleave, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_requires_grad_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_reshape, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_reshape_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resize, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resize_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resize_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resize_as_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resize_as_sparse_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resolve_conj, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_resolve_neg, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_retain_grad, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_roll, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rot90, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_round, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_round_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_row_indices, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rsqrt, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_rsqrt_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter_add, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter_add_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_scatter_reduce_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_select, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_select_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_set_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sgn, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sgn_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_share_memory_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_short, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sigmoid, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sigmoid_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sign, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sign_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_signbit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sin, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sin_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sinc, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sinc_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sinh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sinh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_size, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_slice_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_slice_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_slogdet, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_smm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sort, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sparse_dim, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sparse_mask, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sparse_resize_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sparse_resize_and_clear_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_split, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_split_with_sizes, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sqrt, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sqrt_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_square, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_square_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_squeeze, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_squeeze_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sspaddmm, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_std, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_stft, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_storage, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_storage_offset, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_storage_type, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sub, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sub_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_subtract, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_subtract_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sum, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_sum_to_size, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_svd, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_swapaxes, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_swapaxes_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_swapdims, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_swapdims_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_t, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_t_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_take, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_take_along_dim, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tan, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tan_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tanh, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tanh_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tensor_split, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tile, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_to, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_to_dense, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_to_mkldnn, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_to_sparse, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tolist, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_topk, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_trace, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_transpose, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_transpose_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_triangular_solve, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tril, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_tril_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_triu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_triu_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_true_divide, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_true_divide_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_trunc, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_trunc_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_type, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_type_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unbind, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unfold, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_uniform_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unique, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unique_consecutive, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unsafe_chunk, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unsafe_split, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unsafe_split_with_sizes, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unsqueeze, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_unsqueeze_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_untyped_storage, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_values, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_var, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_vdot, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_view, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_view_as, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_vsplit, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_where, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_xlogy, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_xlogy_, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_xpu, test/test_overrides.py::TestTorchFunctionOverride::test_Tensor_zero_, test/test_overrides.py::TestTorchFunctionOverride::test_base, test/test_overrides.py::TestTorchFunctionOverride::test_dtype_override, test/test_overrides.py::TestTorchFunctionOverride::test_grad, test/test_overrides.py::TestTorchFunctionOverride::test_has_torch_function_non_sequence, test/test_overrides.py::TestTorchFunctionOverride::test_mean_semantics, test/test_overrides.py::TestTorchFunctionOverride::test_mm_semantics, test/test_overrides.py::TestTorchFunctionOverride::test_pow_rpow, test/test_overrides.py::TestTorchFunctionOverride::test_precedence_semantics, test/test_overrides.py::TestTorchFunctionOverride::test_tensor_subclass_propagation, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_fft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_fft2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_fftn, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_fftshift, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_hfft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_hfft2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_hfftn, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ifft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ifft2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ifftn, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ifftshift, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ihfft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ihfft2, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_ihfftn, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_irfft, test/test_overrides.py::TestTorchFunctionOverride::test_torch__C__fft_fft_irfft2, 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test/test_overrides.py::TestTorchFunctionOverride::test_torch_acosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_adaptive_avg_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_adaptive_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_add, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addbmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addcdiv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addcmul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addmv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_addr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_adjoint, test/test_overrides.py::TestTorchFunctionOverride::test_torch_affine_grid_generator, test/test_overrides.py::TestTorchFunctionOverride::test_torch_alias_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_all, test/test_overrides.py::TestTorchFunctionOverride::test_torch_allclose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_amax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_amin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_aminmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_angle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_any, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arccos, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arccosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arcsin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arcsinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arctan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arctan2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_arctanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argmin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argsort, test/test_overrides.py::TestTorchFunctionOverride::test_torch_argwhere, test/test_overrides.py::TestTorchFunctionOverride::test_torch_as_strided_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_as_strided_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_asin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_asinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_atan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_atan2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_atanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_avg_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_baddbmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_backward_elemt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_backward_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_elemt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_gather_stats, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_gather_stats_with_counts, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_stats, test/test_overrides.py::TestTorchFunctionOverride::test_torch_batch_norm_update_stats, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bernoulli, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bilinear, test/test_overrides.py::TestTorchFunctionOverride::test_torch_binary_cross_entropy_with_logits, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bincount, test/test_overrides.py::TestTorchFunctionOverride::test_torch_binomial, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_and, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_left_shift, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_not, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_or, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_right_shift, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bitwise_xor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_broadcast_to, test/test_overrides.py::TestTorchFunctionOverride::test_torch_bucketize, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cat, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ccol_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ceil, test/test_overrides.py::TestTorchFunctionOverride::test_torch_celu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_channel_shuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cholesky, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cholesky_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cholesky_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch_choose_qparams_optimized, test/test_overrides.py::TestTorchFunctionOverride::test_torch_chunk, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clamp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clamp_max, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clamp_min, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clip, test/test_overrides.py::TestTorchFunctionOverride::test_torch_clone, test/test_overrides.py::TestTorchFunctionOverride::test_torch_col_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_column_stack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_combinations, test/test_overrides.py::TestTorchFunctionOverride::test_torch_complex, test/test_overrides.py::TestTorchFunctionOverride::test_torch_concat, test/test_overrides.py::TestTorchFunctionOverride::test_torch_concatenate, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conj, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conj_physical, test/test_overrides.py::TestTorchFunctionOverride::test_torch_constant_pad_nd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_tbc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_transpose1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_transpose2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_conv_transpose3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_convolution, test/test_overrides.py::TestTorchFunctionOverride::test_torch_copysign, test/test_overrides.py::TestTorchFunctionOverride::test_torch_corrcoef, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cos, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cosh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cosine_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cosine_similarity, test/test_overrides.py::TestTorchFunctionOverride::test_torch_count_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cov, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cross, test/test_overrides.py::TestTorchFunctionOverride::test_torch_crow_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ctc_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cummax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cummin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cumprod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cumsum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_cumulative_trapezoid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_deg2rad, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dequantize, test/test_overrides.py::TestTorchFunctionOverride::test_torch_det, test/test_overrides.py::TestTorchFunctionOverride::test_torch_detach, test/test_overrides.py::TestTorchFunctionOverride::test_torch_detach_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diag_embed, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagflat, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagonal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagonal_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diagonal_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_diff, test/test_overrides.py::TestTorchFunctionOverride::test_torch_digamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dist, test/test_overrides.py::TestTorchFunctionOverride::test_torch_div, test/test_overrides.py::TestTorchFunctionOverride::test_torch_divide, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dsmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dsplit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_dstack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_embedding, test/test_overrides.py::TestTorchFunctionOverride::test_torch_embedding_bag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_empty_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_eq, test/test_overrides.py::TestTorchFunctionOverride::test_torch_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_erf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_erfc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_erfinv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_exp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_exp2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_expand_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_expm1, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fake_quantize_per_channel_affine, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fake_quantize_per_tensor_affine, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_fp16_weight, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_fp16_weight_fp32_activation, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_int8_weight, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_int8_weight_fp32_activation, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_linear_quantize_weight, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_pack_gemm_matrix_fp16, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fbgemm_pack_quantized_matrix, test/test_overrides.py::TestTorchFunctionOverride::test_torch_feature_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_feature_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fix, test/test_overrides.py::TestTorchFunctionOverride::test_torch_flatten, test/test_overrides.py::TestTorchFunctionOverride::test_torch_flip, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fliplr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_flipud, test/test_overrides.py::TestTorchFunctionOverride::test_torch_float_power, test/test_overrides.py::TestTorchFunctionOverride::test_torch_floor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_floor_divide, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fmin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fmod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_frac, test/test_overrides.py::TestTorchFunctionOverride::test_torch_frexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_frobenius_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_full_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_atleast_1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_atleast_2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_atleast_3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_block_diag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_broadcast_tensors, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_cartesian_prod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_cdist, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_chain_matmul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_einsum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_lu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_meshgrid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_split, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_stft, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_tensordot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_unique, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_unique_consecutive, test/test_overrides.py::TestTorchFunctionOverride::test_torch_functional_unravel_index, test/test_overrides.py::TestTorchFunctionOverride::test_torch_fused_moving_avg_obs_fake_quant, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gather, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gcd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ge, test/test_overrides.py::TestTorchFunctionOverride::test_torch_geqrf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ger, test/test_overrides.py::TestTorchFunctionOverride::test_torch_get_device, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gradient, test/test_overrides.py::TestTorchFunctionOverride::test_torch_greater, test/test_overrides.py::TestTorchFunctionOverride::test_torch_greater_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_grid_sampler, test/test_overrides.py::TestTorchFunctionOverride::test_torch_grid_sampler_2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_grid_sampler_3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_group_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gru, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gru_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_gt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hardshrink, test/test_overrides.py::TestTorchFunctionOverride::test_torch_heaviside, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hinge_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_histc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_histogram, test/test_overrides.py::TestTorchFunctionOverride::test_torch_histogramdd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hsmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hsplit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hstack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_hypot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_i0, test/test_overrides.py::TestTorchFunctionOverride::test_torch_igamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_igammac, test/test_overrides.py::TestTorchFunctionOverride::test_torch_imag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_add, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_fill, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_put, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_index_select, test/test_overrides.py::TestTorchFunctionOverride::test_torch_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_inner, test/test_overrides.py::TestTorchFunctionOverride::test_torch_instance_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_int_repr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_complex, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_conj, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_distributed, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_floating_point, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_inference, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_neg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_same_size, test/test_overrides.py::TestTorchFunctionOverride::test_torch_is_signed, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isclose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isfinite, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isinf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isnan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isneginf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isposinf, test/test_overrides.py::TestTorchFunctionOverride::test_torch_isreal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_istft, test/test_overrides.py::TestTorchFunctionOverride::test_torch_kl_div, test/test_overrides.py::TestTorchFunctionOverride::test_torch_kron, test/test_overrides.py::TestTorchFunctionOverride::test_torch_kthvalue, test/test_overrides.py::TestTorchFunctionOverride::test_torch_layer_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lcm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ldexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_le, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lerp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_less, test/test_overrides.py::TestTorchFunctionOverride::test_torch_less_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lgamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log10, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log1p, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_log_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logaddexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logaddexp2, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logcumsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logdet, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_and, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_not, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_or, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logical_xor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_logsumexp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lstm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lstm_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lu_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch_lu_unpack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_margin_ranking_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_masked_fill, test/test_overrides.py::TestTorchFunctionOverride::test_torch_masked_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_masked_select, test/test_overrides.py::TestTorchFunctionOverride::test_torch_matmul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_matrix_exp, test/test_overrides.py::TestTorchFunctionOverride::test_torch_matrix_power, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool1d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_maximum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_median, test/test_overrides.py::TestTorchFunctionOverride::test_torch_min, test/test_overrides.py::TestTorchFunctionOverride::test_torch_minimum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution_add_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_convolution_transpose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_depthwise_convolution, test/test_overrides.py::TestTorchFunctionOverride::test_torch_miopen_rnn, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mode, test/test_overrides.py::TestTorchFunctionOverride::test_torch_moveaxis, test/test_overrides.py::TestTorchFunctionOverride::test_torch_movedim, test/test_overrides.py::TestTorchFunctionOverride::test_torch_msort, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mul, test/test_overrides.py::TestTorchFunctionOverride::test_torch_multinomial, test/test_overrides.py::TestTorchFunctionOverride::test_torch_multiply, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mv, test/test_overrides.py::TestTorchFunctionOverride::test_torch_mvlgamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nan_to_num, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nanmean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nanmedian, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nanquantile, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nansum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_narrow, test/test_overrides.py::TestTorchFunctionOverride::test_torch_narrow_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_channel_shuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_group_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_layer_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_native_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ne, test/test_overrides.py::TestTorchFunctionOverride::test_torch_neg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_negative, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nextafter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional__threshold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_avg_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_avg_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool1d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool2d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_adaptive_max_pool3d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_affine_grid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_binary_cross_entropy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_binary_cross_entropy_with_logits, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_celu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_cosine_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_cross_entropy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_ctc_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_dropout3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_elu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_embedding, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_embedding_bag, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_feature_alpha_dropout, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool2d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_fractional_max_pool3d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_gaussian_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_glu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_grid_sample, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_group_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_gumbel_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_hardtanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_hinge_embedding_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_huber_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_instance_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_interpolate, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_kl_div, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_l1_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_layer_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_leaky_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_local_response_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_log_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_lp_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_lp_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_lp_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_margin_ranking_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool1d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool2d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_pool3d_with_indices, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_unpool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_unpool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_max_unpool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_mish, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_mse_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multi_head_attention_forward, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multi_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multilabel_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_multilabel_soft_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_normalize, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_pad, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_poisson_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_relu6, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_rms_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_rrelu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_selu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_silu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_smooth_l1_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_soft_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_softmin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_softsign, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_tanhshrink, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_triplet_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_triplet_margin_with_distance_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_functional_unfold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_constant_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_kaiming_uniform_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_normal_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nn_init_uniform_, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nonzero, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nonzero_static, test/test_overrides.py::TestTorchFunctionOverride::test_torch_norm_except_dim, test/test_overrides.py::TestTorchFunctionOverride::test_torch_not_equal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_nuclear_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_numel, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ones_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_orgqr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ormqr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_outer, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pairwise_distance, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pdist, test/test_overrides.py::TestTorchFunctionOverride::test_torch_permute, test/test_overrides.py::TestTorchFunctionOverride::test_torch_permute_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pinverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pixel_shuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pixel_unshuffle, test/test_overrides.py::TestTorchFunctionOverride::test_torch_poisson, test/test_overrides.py::TestTorchFunctionOverride::test_torch_poisson_nll_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_polar, test/test_overrides.py::TestTorchFunctionOverride::test_torch_polygamma, test/test_overrides.py::TestTorchFunctionOverride::test_torch_positive, test/test_overrides.py::TestTorchFunctionOverride::test_torch_pow, test/test_overrides.py::TestTorchFunctionOverride::test_torch_prelu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_prod, test/test_overrides.py::TestTorchFunctionOverride::test_torch_put, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_per_channel_axis, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_per_channel_scales, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_per_channel_zero_points, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_scale, test/test_overrides.py::TestTorchFunctionOverride::test_torch_q_zero_point, test/test_overrides.py::TestTorchFunctionOverride::test_torch_qr, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantile, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantize_per_channel, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantize_per_tensor, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantize_per_tensor_dynamic, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_batch_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_gru_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_lstm_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_max_pool1d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_max_pool2d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_max_pool3d, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_rnn_relu_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_quantized_rnn_tanh_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rad2deg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rand_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_randint_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_randn_like, test/test_overrides.py::TestTorchFunctionOverride::test_torch_ravel, test/test_overrides.py::TestTorchFunctionOverride::test_torch_real, test/test_overrides.py::TestTorchFunctionOverride::test_torch_reciprocal, test/test_overrides.py::TestTorchFunctionOverride::test_torch_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_remainder, test/test_overrides.py::TestTorchFunctionOverride::test_torch_renorm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_repeat_interleave, test/test_overrides.py::TestTorchFunctionOverride::test_torch_reshape, test/test_overrides.py::TestTorchFunctionOverride::test_torch_resolve_conj, test/test_overrides.py::TestTorchFunctionOverride::test_torch_resolve_neg, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rms_norm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_relu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_relu_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_tanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rnn_tanh_cell, test/test_overrides.py::TestTorchFunctionOverride::test_torch_roll, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rot90, test/test_overrides.py::TestTorchFunctionOverride::test_torch_round, test/test_overrides.py::TestTorchFunctionOverride::test_torch_row_indices_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_row_stack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rrelu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rsqrt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_rsub, test/test_overrides.py::TestTorchFunctionOverride::test_torch_saddmm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_scatter_add, test/test_overrides.py::TestTorchFunctionOverride::test_torch_scatter_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_searchsorted, test/test_overrides.py::TestTorchFunctionOverride::test_torch_segment_reduce, test/test_overrides.py::TestTorchFunctionOverride::test_torch_select, test/test_overrides.py::TestTorchFunctionOverride::test_torch_select_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_select_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_selu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sgn, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sigmoid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sign, test/test_overrides.py::TestTorchFunctionOverride::test_torch_signbit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sin, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sinc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sinh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slice_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slice_inverse, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slice_scatter, test/test_overrides.py::TestTorchFunctionOverride::test_torch_slogdet, test/test_overrides.py::TestTorchFunctionOverride::test_torch_smm, test/test_overrides.py::TestTorchFunctionOverride::test_torch_softmax, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sort, test/test_overrides.py::TestTorchFunctionOverride::test_torch_split_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_split_with_sizes, test/test_overrides.py::TestTorchFunctionOverride::test_torch_split_with_sizes_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sqrt, test/test_overrides.py::TestTorchFunctionOverride::test_torch_square, test/test_overrides.py::TestTorchFunctionOverride::test_torch_squeeze, test/test_overrides.py::TestTorchFunctionOverride::test_torch_squeeze_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_stack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_std, test/test_overrides.py::TestTorchFunctionOverride::test_torch_std_mean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sub, test/test_overrides.py::TestTorchFunctionOverride::test_torch_subtract, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_svd, test/test_overrides.py::TestTorchFunctionOverride::test_torch_swapaxes, test/test_overrides.py::TestTorchFunctionOverride::test_torch_swapdims, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_float, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_int, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_ite, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_max, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_min, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_not, test/test_overrides.py::TestTorchFunctionOverride::test_torch_sym_sum, test/test_overrides.py::TestTorchFunctionOverride::test_torch_t, test/test_overrides.py::TestTorchFunctionOverride::test_torch_t_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_take, test/test_overrides.py::TestTorchFunctionOverride::test_torch_take_along_dim, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tan, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tanh, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tensor_split, test/test_overrides.py::TestTorchFunctionOverride::test_torch_threshold, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tile, test/test_overrides.py::TestTorchFunctionOverride::test_torch_topk, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trace, test/test_overrides.py::TestTorchFunctionOverride::test_torch_transpose, test/test_overrides.py::TestTorchFunctionOverride::test_torch_transpose_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trapezoid, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trapz, test/test_overrides.py::TestTorchFunctionOverride::test_torch_triangular_solve, test/test_overrides.py::TestTorchFunctionOverride::test_torch_tril, test/test_overrides.py::TestTorchFunctionOverride::test_torch_triplet_margin_loss, test/test_overrides.py::TestTorchFunctionOverride::test_torch_triu, test/test_overrides.py::TestTorchFunctionOverride::test_torch_true_divide, test/test_overrides.py::TestTorchFunctionOverride::test_torch_trunc, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unbind, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unbind_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unflatten, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unfold_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsafe_chunk, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsafe_split, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsafe_split_with_sizes, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsqueeze, test/test_overrides.py::TestTorchFunctionOverride::test_torch_unsqueeze_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_values_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_var, test/test_overrides.py::TestTorchFunctionOverride::test_torch_var_mean, test/test_overrides.py::TestTorchFunctionOverride::test_torch_vdot, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_complex, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_complex_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_real, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_as_real_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_view_copy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_vsplit, test/test_overrides.py::TestTorchFunctionOverride::test_torch_vstack, test/test_overrides.py::TestTorchFunctionOverride::test_torch_where, test/test_overrides.py::TestTorchFunctionOverride::test_torch_xlogy, test/test_overrides.py::TestTorchFunctionOverride::test_torch_zeros_like, test/test_overrides.py::TestTorchFunctionOverride::test_user_implementation_raises, test/test_overrides.py::TestEinsumOverride::test_wrapper, test/test_overrides.py::TestGradCheckOverride::test_gradcheck, test/test_overrides.py::TestNamedTuple::test_max, test/test_overrides.py::TestGradNewOnesOverride::test_newones, test/test_overrides.py::TestPickle::test_pickle, test/test_overrides.py::TestBroadcastAllOverride::test_broadcast_all, test/test_overrides.py::TestWrapTorchFunction::test_wrap_torch_function, test/test_overrides.py::TestIndexing::test_getitem, test/test_overrides.py::TestIndexing::test_getitem_subclass, test/test_overrides.py::TestIndexing::test_setitem, test/test_overrides.py::TestIndexing::test_setitem_subclass, test/test_overrides.py::TestIndexing::test_setitem_val, test/test_overrides.py::TestIterator::test_iterator, test/test_overrides.py::TestRNN::test_rnn, test/test_overrides.py::TestDisabledTorchFunction::test_parameter_does_not_prevent_dispatch, test/test_overrides.py::TestResolveName::test_resolve_name, test/test_overrides.py::TestTorchFunctionWarning::test_warn_on_invalid_torch_function_standalone_class, test/test_overrides.py::TestTorchFunctionWarning::test_warn_on_invalid_torch_function_tensor_subclass, test/test_overrides.py::TestDisabledUserWarnings::test_no_implicit_user_warning_for_deprecated_functions, test/test_overrides.py::TestTorchFunctionMode::test_all_same_mode, test/test_overrides.py::TestTorchFunctionMode::test_basic, test/test_overrides.py::TestTorchFunctionMode::test_custom_device_type, test/test_overrides.py::TestTorchFunctionMode::test_device_context_semantics, test/test_overrides.py::TestTorchFunctionMode::test_disable_enable_subclass, test/test_overrides.py::TestTorchFunctionMode::test_disable_enable_torch_function_ctx, test/test_overrides.py::TestTorchFunctionMode::test_disable_subclass_mode, test/test_overrides.py::TestTorchFunctionMode::test_disable_subclass_not_mode, test/test_overrides.py::TestTorchFunctionMode::test_distributions_bernoulli, test/test_overrides.py::TestTorchFunctionMode::test_error_using_class_method_on_mode, test/test_overrides.py::TestTorchFunctionMode::test_factory_override, test/test_overrides.py::TestTorchFunctionMode::test_get_cur_mode, test/test_overrides.py::TestTorchFunctionMode::test_get_mode_stack, test/test_overrides.py::TestTorchFunctionMode::test_getitem_call, test/test_overrides.py::TestTorchFunctionMode::test_mode_notimplemented_loop, test/test_overrides.py::TestTorchFunctionMode::test_modes_handle_first, test/test_overrides.py::TestTorchFunctionMode::test_modes_return_notimplemented, test/test_overrides.py::TestTorchFunctionMode::test_nested_modes_with_python_has_torch_function, test/test_overrides.py::TestTorchFunctionMode::test_nested_same_mode, test/test_overrides.py::TestTorchFunctionMode::test_nn_parse_to, test/test_overrides.py::TestTorchFunctionMode::test_reentrant_mode_idiom, test/test_overrides.py::TestTorchFunctionMode::test_restacking_with_ancestor, test/test_overrides.py::TestTorchFunctionMode::test_subclass_hash, test/test_overrides.py::TestTorchFunctionMode::test_torch_function_all_disabled_api, test/test_overrides.py::TestTorchFunctionMode::test_with_mode, test/test_overrides.py::TestTorchFunctionMode::test_with_mode_created_separately, test/test_overrides.py::TestTorchFunctionMode::test_with_nested_modes 2025-07-24T04:20:03.2792550Z 2025-07-24T04:20:03.2792690Z Running test_cuda_primary_ctx 1/1 ... [2025-07-24 04:20:03.225848] 2025-07-24T04:20:03.2792950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:20:03.2793910Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cuda_primary_ctx.py', '--shard-id=1', '--num-shards=1', '-v', '--subprocess', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:20:03.226140] 2025-07-24T04:20:05.0134030Z 2025-07-24T04:20:05.0134620Z test_cuda_primary_ctx 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_primary_ctx_1.1_27366717c4e9487d_.log 2025-07-24T04:20:05.0135130Z Running 0 items in this shard: 2025-07-24T04:20:05.0135280Z 2025-07-24T04:20:05.0137540Z Running distributions/test_distributions 1/1 ... [2025-07-24 04:20:05.013694] 2025-07-24T04:20:05.0137860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:20:05.0140330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'distributions/test_distributions.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:20:05.013952] 2025-07-24T04:20:26.5120140Z 2025-07-24T04:20:26.5120930Z distributions/test_distributions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/distributions.test_distributions_1.1_8bcb5114e45d5b8e_.log 2025-07-24T04:20:26.5191580Z Running 230 items in this shard: test/distributions/test_distributions.py::TestDistributions::test_argmax_relaxed_categorical, test/distributions/test_distributions.py::TestDistributions::test_bernoulli, test/distributions/test_distributions.py::TestDistributions::test_bernoulli_3d, test/distributions/test_distributions.py::TestDistributions::test_bernoulli_enumerate_support, test/distributions/test_distributions.py::TestDistributions::test_beta_log_prob, test/distributions/test_distributions.py::TestDistributions::test_beta_sample, test/distributions/test_distributions.py::TestDistributions::test_beta_shape, test/distributions/test_distributions.py::TestDistributions::test_beta_underflow, test/distributions/test_distributions.py::TestDistributions::test_beta_underflow_gpu, test/distributions/test_distributions.py::TestDistributions::test_binomial, test/distributions/test_distributions.py::TestDistributions::test_binomial_bfloat16, test/distributions/test_distributions.py::TestDistributions::test_binomial_enumerate_support, test/distributions/test_distributions.py::TestDistributions::test_binomial_extreme_vals, test/distributions/test_distributions.py::TestDistributions::test_binomial_half, test/distributions/test_distributions.py::TestDistributions::test_binomial_log_prob_and_entropy, test/distributions/test_distributions.py::TestDistributions::test_binomial_log_prob_vectorized_count, test/distributions/test_distributions.py::TestDistributions::test_binomial_sample, test/distributions/test_distributions.py::TestDistributions::test_binomial_stable, test/distributions/test_distributions.py::TestDistributions::test_binomial_vectorized_count, test/distributions/test_distributions.py::TestDistributions::test_categorical_1d, test/distributions/test_distributions.py::TestDistributions::test_categorical_2d, test/distributions/test_distributions.py::TestDistributions::test_categorical_enumerate_support, test/distributions/test_distributions.py::TestDistributions::test_cauchy, test/distributions/test_distributions.py::TestDistributions::test_cdf_icdf_inverse, test/distributions/test_distributions.py::TestDistributions::test_cdf_log_prob, test/distributions/test_distributions.py::TestDistributions::test_chi2_sample, test/distributions/test_distributions.py::TestDistributions::test_chi2_shape, test/distributions/test_distributions.py::TestDistributions::test_continuous_bernoulli, test/distributions/test_distributions.py::TestDistributions::test_continuous_bernoulli_3d, test/distributions/test_distributions.py::TestDistributions::test_dirichlet_log_prob, test/distributions/test_distributions.py::TestDistributions::test_dirichlet_log_prob_zero, test/distributions/test_distributions.py::TestDistributions::test_dirichlet_mode, test/distributions/test_distributions.py::TestDistributions::test_dirichlet_sample, test/distributions/test_distributions.py::TestDistributions::test_dirichlet_shape, test/distributions/test_distributions.py::TestDistributions::test_distribution_expand, test/distributions/test_distributions.py::TestDistributions::test_distribution_subclass_expand, test/distributions/test_distributions.py::TestDistributions::test_enumerate_support_type, test/distributions/test_distributions.py::TestDistributions::test_exponential, test/distributions/test_distributions.py::TestDistributions::test_exponential_sample, test/distributions/test_distributions.py::TestDistributions::test_fishersnedecor, test/distributions/test_distributions.py::TestDistributions::test_fishersnedecor_sample, test/distributions/test_distributions.py::TestDistributions::test_gamma_gpu_sample, test/distributions/test_distributions.py::TestDistributions::test_gamma_gpu_shape, test/distributions/test_distributions.py::TestDistributions::test_gamma_log_prob_at_boundary, test/distributions/test_distributions.py::TestDistributions::test_gamma_sample, test/distributions/test_distributions.py::TestDistributions::test_gamma_shape, test/distributions/test_distributions.py::TestDistributions::test_generalized_pareto, test/distributions/test_distributions.py::TestDistributions::test_generalized_pareto_sample, test/distributions/test_distributions.py::TestDistributions::test_geometric, test/distributions/test_distributions.py::TestDistributions::test_geometric_log_prob_and_entropy, test/distributions/test_distributions.py::TestDistributions::test_geometric_sample, test/distributions/test_distributions.py::TestDistributions::test_gumbel, test/distributions/test_distributions.py::TestDistributions::test_gumbel_sample, test/distributions/test_distributions.py::TestDistributions::test_halfcauchy, test/distributions/test_distributions.py::TestDistributions::test_halfnormal, test/distributions/test_distributions.py::TestDistributions::test_halfnormal_logprob, test/distributions/test_distributions.py::TestDistributions::test_halfnormal_sample, test/distributions/test_distributions.py::TestDistributions::test_has_examples, test/distributions/test_distributions.py::TestDistributions::test_independent_expand, test/distributions/test_distributions.py::TestDistributions::test_independent_shape, test/distributions/test_distributions.py::TestDistributions::test_invalid_parameter_broadcasting, test/distributions/test_distributions.py::TestDistributions::test_inversegamma, test/distributions/test_distributions.py::TestDistributions::test_inversegamma_sample, test/distributions/test_distributions.py::TestDistributions::test_kumaraswamy_mean_variance, test/distributions/test_distributions.py::TestDistributions::test_kumaraswamy_shape, test/distributions/test_distributions.py::TestDistributions::test_laplace, test/distributions/test_distributions.py::TestDistributions::test_laplace_sample, test/distributions/test_distributions.py::TestDistributions::test_lazy_property_grad, test/distributions/test_distributions.py::TestDistributions::test_lkj_cholesky_log_prob, test/distributions/test_distributions.py::TestDistributions::test_logisticnormal, test/distributions/test_distributions.py::TestDistributions::test_logisticnormal_logprob, test/distributions/test_distributions.py::TestDistributions::test_logisticnormal_sample, test/distributions/test_distributions.py::TestDistributions::test_lognormal, test/distributions/test_distributions.py::TestDistributions::test_lognormal_logprob, test/distributions/test_distributions.py::TestDistributions::test_lognormal_sample, test/distributions/test_distributions.py::TestDistributions::test_lowrank_multivariate_normal_log_prob, test/distributions/test_distributions.py::TestDistributions::test_lowrank_multivariate_normal_moments, test/distributions/test_distributions.py::TestDistributions::test_lowrank_multivariate_normal_properties, test/distributions/test_distributions.py::TestDistributions::test_lowrank_multivariate_normal_sample, test/distributions/test_distributions.py::TestDistributions::test_lowrank_multivariate_normal_shape, test/distributions/test_distributions.py::TestDistributions::test_mixture_same_family_binomial_log_prob, test/distributions/test_distributions.py::TestDistributions::test_mixture_same_family_normal_log_prob, test/distributions/test_distributions.py::TestDistributions::test_mixture_same_family_sample, test/distributions/test_distributions.py::TestDistributions::test_mixture_same_family_shape, test/distributions/test_distributions.py::TestDistributions::test_mode, test/distributions/test_distributions.py::TestDistributions::test_multinomial_1d, test/distributions/test_distributions.py::TestDistributions::test_multinomial_1d_log_prob_and_entropy, test/distributions/test_distributions.py::TestDistributions::test_multinomial_2d, test/distributions/test_distributions.py::TestDistributions::test_multinomial_sequential_draw, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_log_prob, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_moments, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_properties, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_sample, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_shape, test/distributions/test_distributions.py::TestDistributions::test_multivariate_normal_stable_with_precision_matrix, test/distributions/test_distributions.py::TestDistributions::test_negative_binomial, test/distributions/test_distributions.py::TestDistributions::test_negative_binomial_log_prob, test/distributions/test_distributions.py::TestDistributions::test_negative_binomial_log_prob_vectorized_count, test/distributions/test_distributions.py::TestDistributions::test_normal, test/distributions/test_distributions.py::TestDistributions::test_normal_sample, test/distributions/test_distributions.py::TestDistributions::test_one_hot_categorical_1d, test/distributions/test_distributions.py::TestDistributions::test_one_hot_categorical_2d, test/distributions/test_distributions.py::TestDistributions::test_one_hot_categorical_enumerate_support, test/distributions/test_distributions.py::TestDistributions::test_pareto, test/distributions/test_distributions.py::TestDistributions::test_pareto_sample, test/distributions/test_distributions.py::TestDistributions::test_poisson_forward_ad, test/distributions/test_distributions.py::TestDistributions::test_poisson_gpu_sample, test/distributions/test_distributions.py::TestDistributions::test_poisson_log_prob, test/distributions/test_distributions.py::TestDistributions::test_poisson_sample, test/distributions/test_distributions.py::TestDistributions::test_poisson_shape, test/distributions/test_distributions.py::TestDistributions::test_relaxed_bernoulli, test/distributions/test_distributions.py::TestDistributions::test_relaxed_one_hot_categorical_1d, test/distributions/test_distributions.py::TestDistributions::test_relaxed_one_hot_categorical_2d, test/distributions/test_distributions.py::TestDistributions::test_repr, test/distributions/test_distributions.py::TestDistributions::test_rounded_relaxed_bernoulli, test/distributions/test_distributions.py::TestDistributions::test_rsample_requires_grad, test/distributions/test_distributions.py::TestDistributions::test_sample_detached, test/distributions/test_distributions.py::TestDistributions::test_studentT, test/distributions/test_distributions.py::TestDistributions::test_studentT_log_prob, test/distributions/test_distributions.py::TestDistributions::test_studentT_sample, test/distributions/test_distributions.py::TestDistributions::test_support_attributes, test/distributions/test_distributions.py::TestDistributions::test_torch_binomial_dtype_errors, test/distributions/test_distributions.py::TestDistributions::test_uniform, test/distributions/test_distributions.py::TestDistributions::test_valid_parameter_broadcasting, test/distributions/test_distributions.py::TestDistributions::test_vonmises_logprob, test/distributions/test_distributions.py::TestDistributions::test_vonmises_sample, test/distributions/test_distributions.py::TestDistributions::test_wishart_log_prob, test/distributions/test_distributions.py::TestDistributions::test_wishart_moments, test/distributions/test_distributions.py::TestDistributions::test_wishart_properties, test/distributions/test_distributions.py::TestDistributions::test_wishart_sample, test/distributions/test_distributions.py::TestDistributions::test_wishart_shape, test/distributions/test_distributions.py::TestDistributions::test_wishart_stable_with_precision_matrix, test/distributions/test_distributions.py::TestDistributions::test_zero_excluded_binomial, test/distributions/test_distributions.py::TestRsample::test_beta_wrt_alpha, test/distributions/test_distributions.py::TestRsample::test_beta_wrt_beta, test/distributions/test_distributions.py::TestRsample::test_chi2, test/distributions/test_distributions.py::TestRsample::test_dirichlet_multivariate, test/distributions/test_distributions.py::TestRsample::test_dirichlet_on_diagonal, test/distributions/test_distributions.py::TestRsample::test_dirichlet_tangent_field, test/distributions/test_distributions.py::TestRsample::test_gamma, test/distributions/test_distributions.py::TestDistributionShapes::test_bernoulli_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_bernoulli_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_beta_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_beta_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_binomial_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_binomial_shape_vectorized_n, test/distributions/test_distributions.py::TestDistributionShapes::test_categorical_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_cauchy_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_cauchy_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_chi2_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_chi2_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_continuous_bernoulli_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_continuous_bernoulli_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_dirichlet_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_entropy_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_exponential_shape_scalar_param, test/distributions/test_distributions.py::TestDistributionShapes::test_exponential_shape_tensor_param, test/distributions/test_distributions.py::TestDistributionShapes::test_gamma_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_gamma_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_geometric_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_geometric_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_gumbel_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_halfcauchy_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_halfcauchy_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_kumaraswamy_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_laplace_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_laplace_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_mixture_same_family_mean_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_mixture_same_family_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_multinomial_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_normal_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_normal_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_one_hot_categorical_shape, test/distributions/test_distributions.py::TestDistributionShapes::test_pareto_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_studentT_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_studentT_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_uniform_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_uniform_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_vonmises_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_vonmises_shape_tensor_params, test/distributions/test_distributions.py::TestDistributionShapes::test_weibull_scale_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_wishart_shape_scalar_params, test/distributions/test_distributions.py::TestDistributionShapes::test_wishart_shape_tensor_params, test/distributions/test_distributions.py::TestKL::test_entropy_exponential_family, test/distributions/test_distributions.py::TestKL::test_entropy_monte_carlo, test/distributions/test_distributions.py::TestKL::test_kl_edgecases, test/distributions/test_distributions.py::TestKL::test_kl_exponential_family, test/distributions/test_distributions.py::TestKL::test_kl_infinite, test/distributions/test_distributions.py::TestKL::test_kl_lowrank_multivariate_normal, test/distributions/test_distributions.py::TestKL::test_kl_lowrank_multivariate_normal_batched, test/distributions/test_distributions.py::TestKL::test_kl_monte_carlo, test/distributions/test_distributions.py::TestKL::test_kl_multivariate_normal, test/distributions/test_distributions.py::TestKL::test_kl_multivariate_normal_batched, test/distributions/test_distributions.py::TestKL::test_kl_multivariate_normal_batched_broadcasted, test/distributions/test_distributions.py::TestKL::test_kl_shape, test/distributions/test_distributions.py::TestKL::test_kl_transformed, test/distributions/test_distributions.py::TestConstraints::test_params_constraints, test/distributions/test_distributions.py::TestConstraints::test_support_constraints, test/distributions/test_distributions.py::TestNumericalStability::test_bernoulli_gradient, test/distributions/test_distributions.py::TestNumericalStability::test_bernoulli_with_logits_overflow, test/distributions/test_distributions.py::TestNumericalStability::test_bernoulli_with_logits_underflow, test/distributions/test_distributions.py::TestNumericalStability::test_categorical_log_prob, test/distributions/test_distributions.py::TestNumericalStability::test_categorical_log_prob_with_logits, test/distributions/test_distributions.py::TestNumericalStability::test_continuous_bernoulli_gradient, test/distributions/test_distributions.py::TestNumericalStability::test_continuous_bernoulli_with_logits_overflow, test/distributions/test_distributions.py::TestNumericalStability::test_continuous_bernoulli_with_logits_underflow, test/distributions/test_distributions.py::TestNumericalStability::test_multinomial_log_prob, test/distributions/test_distributions.py::TestNumericalStability::test_multinomial_log_prob_with_logits, test/distributions/test_distributions.py::TestLazyLogitsInitialization::test_lazy_logits_initialization, test/distributions/test_distributions.py::TestLazyLogitsInitialization::test_lazy_probs_initialization, test/distributions/test_distributions.py::TestAgainstScipy::test_cdf, test/distributions/test_distributions.py::TestAgainstScipy::test_icdf, test/distributions/test_distributions.py::TestAgainstScipy::test_mean, test/distributions/test_distributions.py::TestAgainstScipy::test_variance_stddev, test/distributions/test_distributions.py::TestFunctors::test_cat_event_dim, test/distributions/test_distributions.py::TestFunctors::test_cat_transform, test/distributions/test_distributions.py::TestFunctors::test_cat_transform_non_uniform, test/distributions/test_distributions.py::TestFunctors::test_stack_transform, test/distributions/test_distributions.py::TestValidation::test_invalid, test/distributions/test_distributions.py::TestValidation::test_invalid_log_probs_arg, test/distributions/test_distributions.py::TestValidation::test_valid, test/distributions/test_distributions.py::TestValidation::test_warning_unimplemented_constraints, test/distributions/test_distributions.py::TestJit::test_cdf, test/distributions/test_distributions.py::TestJit::test_entropy, test/distributions/test_distributions.py::TestJit::test_enumerate_support, test/distributions/test_distributions.py::TestJit::test_log_prob, test/distributions/test_distributions.py::TestJit::test_mean, test/distributions/test_distributions.py::TestJit::test_rsample, test/distributions/test_distributions.py::TestJit::test_sample, test/distributions/test_distributions.py::TestJit::test_variance 2025-07-24T04:20:26.5253210Z 2025-07-24T04:20:26.5253330Z Running doctests 1/1 ... [2025-07-24 04:20:26.512540] 2025-07-24T04:20:26.6789860Z Start doctest_module('/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch') 2025-07-24T04:20:26.6790300Z Listing tests 2025-07-24T04:20:26.6790800Z msg = Cannot scrape callname=Library.fallback in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py line=392. 2025-07-24T04:20:26.6791400Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:26.6791780Z Registers the function implementation as the fallback for the given key. 2025-07-24T04:20:26.6792000Z 2025-07-24T04:20:26.6792150Z This function only works for a library with global namespace ("_"). 2025-07-24T04:20:26.6792360Z 2025-07-24T04:20:26.6792410Z Args: 2025-07-24T04:20:26.6792680Z fn: function used as fallback for the given dispatch key or :func:`~fallthrough_kernel` 2025-07-24T04:20:26.6793000Z to register a fallthrough. 2025-07-24T04:20:26.6793350Z dispatch_key: dispatch key that the input function should be registered for. By default, it uses 2025-07-24T04:20:26.6793730Z the dispatch key that the library was created with. 2025-07-24T04:20:26.6794410Z with_keyset: flag controlling if the current dispatcher call keyset should be passed as the first argument 2025-07-24T04:20:26.6794900Z to :attr:`fn` when calling. This should be used to create the appropriate keyset for redispatch calls. 2025-07-24T04:20:26.6795170Z 2025-07-24T04:20:26.6795240Z Example:: 2025-07-24T04:20:26.6795330Z 2025-07-24T04:20:26.6795400Z >>> my_lib = Library("_", "IMPL") 2025-07-24T04:20:26.6795620Z >>> def fallback_kernel(op, *args, **kwargs): 2025-07-24T04:20:26.6795860Z >>> # Handle all autocast ops generically 2025-07-24T04:20:26.6796050Z >>> # ... 2025-07-24T04:20:26.6796340Z >>> my_lib.fallback(fallback_kernel, "Autocast") 2025-07-24T04:20:26.6796540Z 2025-07-24T04:20:26.6796980Z Original Error: IndentationError('expected an indented block after function definition on line 2', ('', 5, 1, 'my_lib.fallback(fallback_kernel, "Autocast")\n', 5, 7)) 2025-07-24T04:20:26.6797400Z 2025-07-24T04:20:26.6797480Z my_lib.fallback(fallback_kernel, "Autocast") 2025-07-24T04:20:26.6797680Z ^ 2025-07-24T04:20:26.6798090Z msg = Cannot scrape callname=register_fake in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py line=954. 2025-07-24T04:20:26.6798710Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:26.6799080Z Register a FakeTensor implementation ("fake impl") for this operator. 2025-07-24T04:20:26.6799290Z 2025-07-24T04:20:26.6799480Z Also sometimes known as a "meta kernel", "abstract impl". 2025-07-24T04:20:26.6799670Z 2025-07-24T04:20:26.6799820Z An "FakeTensor implementation" specifies the behavior of this operator on 2025-07-24T04:20:26.6800170Z Tensors that carry no data ("FakeTensor"). Given some input Tensors with 2025-07-24T04:20:26.6800520Z certain properties (sizes/strides/storage_offset/device), it specifies 2025-07-24T04:20:26.6800820Z what the properties of the output Tensors are. 2025-07-24T04:20:26.6800970Z 2025-07-24T04:20:26.6801110Z The FakeTensor implementation has the same signature as the operator. 2025-07-24T04:20:26.6801440Z It is run for both FakeTensors and meta tensors. To write a FakeTensor 2025-07-24T04:20:26.6801770Z implementation, assume that all Tensor inputs to the operator are 2025-07-24T04:20:26.6802090Z regular CPU/CUDA/Meta tensors, but they do not have storage, and 2025-07-24T04:20:26.6802410Z you are trying to return regular CPU/CUDA/Meta tensor(s) as output. 2025-07-24T04:20:26.6802740Z The FakeTensor implementation must consist of only PyTorch operations 2025-07-24T04:20:26.6803060Z (and may not directly access the storage or data of any input or 2025-07-24T04:20:26.6803300Z intermediate Tensors). 2025-07-24T04:20:26.6803410Z 2025-07-24T04:20:26.6803510Z This API may be used as a decorator (see examples). 2025-07-24T04:20:26.6803680Z 2025-07-24T04:20:26.6803760Z For a detailed guide on custom ops, please see 2025-07-24T04:20:26.6804060Z https://pytorch.org/tutorials/advanced/custom_ops_landing_page.html 2025-07-24T04:20:26.6804270Z 2025-07-24T04:20:26.6804310Z Args: 2025-07-24T04:20:26.6804520Z op_name: Operator name (along with the overload) or OpOverload object. 2025-07-24T04:20:26.6804790Z func: Fake tensor implementation. 2025-07-24T04:20:26.6805050Z lib (Optional[Library]): Library to register the fake tensor to. 2025-07-24T04:20:26.6805350Z allow_override: Flag controlling if we want to override an 2025-07-24T04:20:26.6805650Z existing registered fake impl. This is by default off, 2025-07-24T04:20:26.6805940Z and will error you're trying to register a fake impl to 2025-07-24T04:20:26.6806230Z an operator that already has a fake impl. This also only 2025-07-24T04:20:26.6806510Z applies if the custom operator was not created via 2025-07-24T04:20:26.6806840Z torch.library.custom_op, as overriding and existing fake 2025-07-24T04:20:26.6807100Z impl is already allowed. 2025-07-24T04:20:26.6807240Z 2025-07-24T04:20:26.6807290Z Examples: 2025-07-24T04:20:26.6807410Z >>> import torch 2025-07-24T04:20:26.6807570Z >>> import numpy as np 2025-07-24T04:20:26.6807740Z >>> from torch import Tensor 2025-07-24T04:20:26.6807920Z >>> 2025-07-24T04:20:26.6808100Z >>> # Example 1: an operator without data-dependent output shape 2025-07-24T04:20:26.6808420Z >>> @torch.library.custom_op("mylib::custom_linear", mutates_args=()) 2025-07-24T04:20:26.6808800Z >>> def custom_linear(x: Tensor, weight: Tensor, bias: Tensor) -> Tensor: 2025-07-24T04:20:26.6809120Z >>> raise NotImplementedError("Implementation goes here") 2025-07-24T04:20:26.6809340Z >>> 2025-07-24T04:20:26.6809520Z >>> @torch.library.register_fake("mylib::custom_linear") 2025-07-24T04:20:26.6809750Z >>> def _(x, weight, bias): 2025-07-24T04:20:26.6809930Z >>> assert x.dim() == 2 2025-07-24T04:20:26.6810120Z >>> assert weight.dim() == 2 2025-07-24T04:20:26.6810310Z >>> assert bias.dim() == 1 2025-07-24T04:20:26.6810510Z >>> assert x.shape[1] == weight.shape[1] 2025-07-24T04:20:26.6810770Z >>> assert weight.shape[0] == bias.shape[0] 2025-07-24T04:20:26.6811000Z >>> assert x.device == weight.device 2025-07-24T04:20:26.6811180Z >>> 2025-07-24T04:20:26.6811340Z >>> return (x @ weight.t()) + bias 2025-07-24T04:20:26.6811530Z >>> 2025-07-24T04:20:26.6811710Z >>> with torch._subclasses.fake_tensor.FakeTensorMode(): 2025-07-24T04:20:26.6811940Z >>> x = torch.randn(2, 3) 2025-07-24T04:20:26.6812120Z >>> w = torch.randn(3, 3) 2025-07-24T04:20:26.6812300Z >>> b = torch.randn(3) 2025-07-24T04:20:26.6812510Z >>> y = torch.ops.mylib.custom_linear(x, w, b) 2025-07-24T04:20:26.6812710Z >>> 2025-07-24T04:20:26.6812830Z >>> assert y.shape == (2, 3) 2025-07-24T04:20:26.6812990Z >>> 2025-07-24T04:20:26.6813180Z >>> # Example 2: an operator with data-dependent output shape 2025-07-24T04:20:26.6813490Z >>> @torch.library.custom_op("mylib::custom_nonzero", mutates_args=()) 2025-07-24T04:20:26.6813770Z >>> def custom_nonzero(x: Tensor) -> Tensor: 2025-07-24T04:20:26.6813980Z >>> x_np = x.numpy(force=True) 2025-07-24T04:20:26.6814200Z >>> res = np.stack(np.nonzero(x_np), axis=1) 2025-07-24T04:20:26.6814430Z >>> return torch.tensor(res, device=x.device) 2025-07-24T04:20:26.6814620Z >>> 2025-07-24T04:20:26.6814800Z >>> @torch.library.register_fake("mylib::custom_nonzero") 2025-07-24T04:20:26.6815020Z >>> def _(x): 2025-07-24T04:20:26.6815200Z >>> # Number of nonzero-elements is data-dependent. 2025-07-24T04:20:26.6815460Z >>> # Since we cannot peek at the data in an fake impl, 2025-07-24T04:20:26.6815720Z >>> # we use the ctx object to construct a new symint that 2025-07-24T04:20:26.6815960Z >>> # represents the data-dependent size. 2025-07-24T04:20:26.6816180Z >>> ctx = torch.library.get_ctx() 2025-07-24T04:20:26.6816380Z >>> nnz = ctx.new_dynamic_size() 2025-07-24T04:20:26.6816570Z >>> shape = [nnz, x.dim()] 2025-07-24T04:20:26.6816790Z >>> result = x.new_empty(shape, dtype=torch.int64) 2025-07-24T04:20:26.6817010Z >>> return result 2025-07-24T04:20:26.6817150Z >>> 2025-07-24T04:20:26.6817330Z >>> from torch.fx.experimental.proxy_tensor import make_fx 2025-07-24T04:20:26.6817550Z >>> 2025-07-24T04:20:26.6817690Z >>> x = torch.tensor([0, 1, 2, 3, 4, 0]) 2025-07-24T04:20:26.6817970Z >>> trace = make_fx(torch.ops.mylib.custom_nonzero, tracing_mode="symbolic")(x) 2025-07-24T04:20:26.6818300Z >>> trace.print_readable() 2025-07-24T04:20:26.6818460Z >>> 2025-07-24T04:20:26.6818670Z >>> assert torch.allclose(trace(x), torch.ops.mylib.custom_nonzero(x)) 2025-07-24T04:20:26.6818870Z 2025-07-24T04:20:26.6818920Z 2025-07-24T04:20:26.6819290Z Original Error: IndentationError('expected an indented block after function definition on line 37', ('', 38, 1, '_._ = None\n', 38, 2)) 2025-07-24T04:20:26.6819660Z 2025-07-24T04:20:26.6819710Z _._ = None 2025-07-24T04:20:26.6819820Z ^ 2025-07-24T04:20:26.6820260Z msg = Cannot scrape callname=register_autograd in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py line=1089. 2025-07-24T04:20:26.6820900Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.6821210Z Register a backward formula for this custom op. 2025-07-24T04:20:26.6821370Z 2025-07-24T04:20:26.6821500Z In order for an operator to work with autograd, you need to register 2025-07-24T04:20:26.6821740Z a backward formula: 2025-07-24T04:20:26.6821970Z 1. You must tell us how to compute gradients during the backward pass 2025-07-24T04:20:26.6822230Z by providing us a "backward" function. 2025-07-24T04:20:26.6822490Z 2. If you need any values from the forward to compute gradients, you can 2025-07-24T04:20:26.6822810Z use `setup_context` to save values for backward. 2025-07-24T04:20:26.6822960Z 2025-07-24T04:20:26.6823100Z ``backward`` runs during the backward pass. It accepts ``(ctx, *grads)``: 2025-07-24T04:20:26.6823460Z - ``grads`` is one or more gradients. The number of gradients matches 2025-07-24T04:20:26.6823720Z the number of outputs of the operator. 2025-07-24T04:20:26.6823990Z The ``ctx`` object is `the same ctx object `_ used by 2025-07-24T04:20:26.6824340Z :class:`torch.autograd.Function`. The semantics of ``backward_fn`` are the 2025-07-24T04:20:26.6824660Z same as :meth:`torch.autograd.Function.backward`. 2025-07-24T04:20:26.6824830Z 2025-07-24T04:20:26.6824960Z ``setup_context(ctx, inputs, output)`` runs during the forward pass. 2025-07-24T04:20:26.6825290Z Please save quantities needed for backward onto the ``ctx`` object via 2025-07-24T04:20:26.6825640Z either :meth:`torch.autograd.function.FunctionCtx.save_for_backward` 2025-07-24T04:20:26.6825970Z or assigning them as attributes of ``ctx``. If your custom op has 2025-07-24T04:20:26.6826290Z kwarg-only arguments, we expect the signature of ``setup_context`` 2025-07-24T04:20:26.6826620Z to be ``setup_context(ctx, inputs, keyword_only_inputs, output)``. 2025-07-24T04:20:26.6826810Z 2025-07-24T04:20:26.6826950Z Both ``setup_context_fn`` and ``backward_fn`` must be traceable. That is, 2025-07-24T04:20:26.6827280Z they may not directly access :meth:`torch.Tensor.data_ptr` and they must 2025-07-24T04:20:26.6827630Z not depend on or mutate global state. If you need a non-traceable backward, 2025-07-24T04:20:26.6827970Z you can make it a separate custom_op that you call inside ``backward_fn``. 2025-07-24T04:20:26.6828180Z 2025-07-24T04:20:26.6828310Z If you need different autograd behavior on different devices, then we 2025-07-24T04:20:26.6828640Z recommend creating two different custom operators, one for each device 2025-07-24T04:20:26.6828990Z that needs different behavior, and switching between them at runtime. 2025-07-24T04:20:26.6829190Z 2025-07-24T04:20:26.6829240Z Examples: 2025-07-24T04:20:26.6829370Z >>> import torch 2025-07-24T04:20:26.6829520Z >>> import numpy as np 2025-07-24T04:20:26.6829700Z >>> from torch import Tensor 2025-07-24T04:20:26.6829870Z >>> 2025-07-24T04:20:26.6830060Z >>> @torch.library.custom_op("mylib::numpy_sin", mutates_args=()) 2025-07-24T04:20:26.6830320Z >>> def numpy_sin(x: Tensor) -> Tensor: 2025-07-24T04:20:26.6830520Z >>> x_np = x.cpu().numpy() 2025-07-24T04:20:26.6830740Z >>> y_np = np.sin(x_np) 2025-07-24T04:20:26.6830960Z >>> return torch.from_numpy(y_np).to(device=x.device) 2025-07-24T04:20:26.6831160Z >>> 2025-07-24T04:20:26.6831320Z >>> def setup_context(ctx, inputs, output) -> Tensor: 2025-07-24T04:20:26.6831530Z >>> x, = inputs 2025-07-24T04:20:26.6831700Z >>> ctx.save_for_backward(x) 2025-07-24T04:20:26.6831870Z >>> 2025-07-24T04:20:26.6832000Z >>> def backward(ctx, grad): 2025-07-24T04:20:26.6832180Z >>> x, = ctx.saved_tensors 2025-07-24T04:20:26.6832360Z >>> return grad * x.cos() 2025-07-24T04:20:26.6832530Z >>> 2025-07-24T04:20:26.6832670Z >>> torch.library.register_autograd( 2025-07-24T04:20:26.6832960Z ... "mylib::numpy_sin", backward, setup_context=setup_context 2025-07-24T04:20:26.6833180Z ... ) 2025-07-24T04:20:26.6833300Z >>> 2025-07-24T04:20:26.6833440Z >>> x = torch.randn(3, requires_grad=True) 2025-07-24T04:20:26.6833640Z >>> y = numpy_sin(x) 2025-07-24T04:20:26.6833850Z >>> (grad_x,) = torch.autograd.grad(y, x, torch.ones_like(y)) 2025-07-24T04:20:26.6834100Z >>> assert torch.allclose(grad_x, x.cos()) 2025-07-24T04:20:26.6834280Z >>> 2025-07-24T04:20:26.6834420Z >>> # Example with a keyword-only arg 2025-07-24T04:20:26.6834720Z >>> @torch.library.custom_op("mylib::numpy_mul", mutates_args=()) 2025-07-24T04:20:26.6835000Z >>> def numpy_mul(x: Tensor, *, val: float) -> Tensor: 2025-07-24T04:20:26.6835230Z >>> x_np = x.cpu().numpy() 2025-07-24T04:20:26.6835440Z >>> y_np = x_np * val 2025-07-24T04:20:26.6835690Z >>> return torch.from_numpy(y_np).to(device=x.device) 2025-07-24T04:20:26.6835910Z >>> 2025-07-24T04:20:26.6836140Z >>> def setup_context(ctx, inputs, keyword_only_inputs, output) -> Tensor: 2025-07-24T04:20:26.6836450Z >>> ctx.val = keyword_only_inputs["val"] 2025-07-24T04:20:26.6836650Z >>> 2025-07-24T04:20:26.6836800Z >>> def backward(ctx, grad): 2025-07-24T04:20:26.6836990Z >>> return grad * ctx.val 2025-07-24T04:20:26.6837180Z >>> 2025-07-24T04:20:26.6847330Z >>> torch.library.register_autograd( 2025-07-24T04:20:26.6847640Z ... "mylib::numpy_mul", backward, setup_context=setup_context 2025-07-24T04:20:26.6847870Z ... ) 2025-07-24T04:20:26.6848000Z >>> 2025-07-24T04:20:26.6848150Z >>> x = torch.randn(3, requires_grad=True) 2025-07-24T04:20:26.6848360Z >>> y = numpy_mul(x, val=3.14) 2025-07-24T04:20:26.6848590Z >>> (grad_x,) = torch.autograd.grad(y, x, torch.ones_like(y)) 2025-07-24T04:20:26.6848880Z >>> assert torch.allclose(grad_x, torch.full_like(x, 3.14)) 2025-07-24T04:20:26.6849050Z 2025-07-24T04:20:26.6849100Z 2025-07-24T04:20:26.6849310Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.6926560Z 2025-07-24T04:20:26.6927130Z msg = Cannot scrape callname=opcheck in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py line=1503. 2025-07-24T04:20:26.6927720Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.6928090Z Given an operator and some sample arguments, tests if the operator is 2025-07-24T04:20:26.6928350Z registered correctly. 2025-07-24T04:20:26.6928460Z 2025-07-24T04:20:26.6928600Z That is, when you use the torch.library/TORCH_LIBRARY APIs to create a 2025-07-24T04:20:26.6928960Z custom op, you specified metadata (e.g. mutability info) about the custom op 2025-07-24T04:20:26.6929330Z and these APIs require that the functions you pass them satisfy certain 2025-07-24T04:20:26.6929690Z properties (e.g. no data pointer access in the fake/meta/abstract kernel) 2025-07-24T04:20:26.6929990Z ``opcheck`` tests these metadata and properties. 2025-07-24T04:20:26.6930160Z 2025-07-24T04:20:26.6930460Z Concretely, we test the following: 2025-07-24T04:20:26.6930590Z 2025-07-24T04:20:26.6930710Z - test_schema: If the schema matches the implementation of 2025-07-24T04:20:26.6931020Z the operator. For example: if the schema specifies a Tensor is mutated, 2025-07-24T04:20:26.6931350Z then we check the implementation mutates the Tensor. If the schema 2025-07-24T04:20:26.6931670Z specifies that we return a new Tensor, then we check that the 2025-07-24T04:20:26.6931980Z implementation returns a new Tensor (instead of an existing one or 2025-07-24T04:20:26.6932240Z a view of an existing one). 2025-07-24T04:20:26.6932490Z - test_autograd_registration: If the operator supports training 2025-07-24T04:20:26.6932870Z (autograd): we check that its autograd formula is registered via 2025-07-24T04:20:26.6933190Z torch.library.register_autograd or a manual registration to one 2025-07-24T04:20:26.6933510Z or more DispatchKey::Autograd keys. Any other DispatchKey-based 2025-07-24T04:20:26.6933780Z registrations may lead to undefined behavior. 2025-07-24T04:20:26.6934040Z - test_faketensor: If the operator has a FakeTensor kernel 2025-07-24T04:20:26.6934330Z (and if it is correct). The FakeTensor kernel is necessary ( 2025-07-24T04:20:26.6934630Z but not sufficient) for the operator to work with PyTorch compilation 2025-07-24T04:20:26.6935000Z APIs (torch.compile/export/FX). We check that a FakeTensor kernel 2025-07-24T04:20:26.6935320Z (also sometimes known as a meta kernel) was registered for the 2025-07-24T04:20:26.6935690Z operator and that it is correct. This test takes the result of 2025-07-24T04:20:26.6935990Z running the operator on real tensors and the result of running 2025-07-24T04:20:26.6936290Z the operator on FakeTensors and checks that they have the same 2025-07-24T04:20:26.6936570Z Tensor metadata (sizes/strides/dtype/device/etc). 2025-07-24T04:20:26.6936850Z - test_aot_dispatch_dynamic: If the operator has correct behavior 2025-07-24T04:20:26.6937150Z with PyTorch compilation APIs (torch.compile/export/FX). 2025-07-24T04:20:26.6937450Z This checks that the outputs (and gradients, if applicable) are the 2025-07-24T04:20:26.6937740Z same under eager-mode PyTorch and torch.compile. 2025-07-24T04:20:26.6938010Z This test is a superset of ``test_faketensor`` and is an e2e test; 2025-07-24T04:20:26.6938290Z other things it tests are that the operator supports 2025-07-24T04:20:26.6938590Z functionalization and that the backward pass (if it exists) also 2025-07-24T04:20:26.6938860Z supports FakeTensor and functionalization. 2025-07-24T04:20:26.6939010Z 2025-07-24T04:20:26.6939140Z For best results, please call ``opcheck`` multiple times with a 2025-07-24T04:20:26.6939430Z representative set of inputs. If your operator supports 2025-07-24T04:20:26.6939750Z autograd, please use ``opcheck`` with inputs with ``requires_grad = True``; 2025-07-24T04:20:26.6940100Z if your operator supports multiple devices (e.g. CPU and CUDA), please 2025-07-24T04:20:26.6940390Z use ``opcheck`` with inputs on all supported devices. 2025-07-24T04:20:26.6940560Z 2025-07-24T04:20:26.6940600Z Args: 2025-07-24T04:20:26.6940780Z op: The operator. Must either be a function decorated with 2025-07-24T04:20:26.6941090Z :func:`torch.library.custom_op` or an OpOverload/OpOverloadPacket 2025-07-24T04:20:26.6941420Z found in torch.ops.* (e.g. torch.ops.aten.sin, torch.ops.mylib.foo) 2025-07-24T04:20:26.6941690Z args: The args to the operator 2025-07-24T04:20:26.6941890Z kwargs: The kwargs to the operator 2025-07-24T04:20:26.6942140Z test_utils: Tests that we should run. Default: all of them. 2025-07-24T04:20:26.6942410Z Example: ("test_schema", "test_faketensor") 2025-07-24T04:20:26.6942680Z raise_exception: If we should raise an exception on the first 2025-07-24T04:20:26.6942980Z error. If False, we will return a dict with information 2025-07-24T04:20:26.6943260Z on if each test passed or not. 2025-07-24T04:20:26.6943540Z rtol (Optional[float]): Relative tolerance for floating point comparisons. 2025-07-24T04:20:26.6943840Z If specified ``atol`` must also be specified. 2025-07-24T04:20:26.6944110Z If omitted, default values based on the ``dtype`` are selected 2025-07-24T04:20:26.6944400Z (see the table in :func:`torch.testing.assert_close`). 2025-07-24T04:20:26.6944720Z atol (Optional[float]): Absolute tolerance for floating point comparisons. 2025-07-24T04:20:26.6945020Z If specified ``rtol`` must also be specified. 2025-07-24T04:20:26.6945320Z If omitted, default values based on the ``dtype`` are selected 2025-07-24T04:20:26.6945610Z (see the table in :func:`torch.testing.assert_close`). 2025-07-24T04:20:26.6945770Z 2025-07-24T04:20:26.6945820Z .. warning:: 2025-07-24T04:20:26.6945910Z 2025-07-24T04:20:26.6946040Z opcheck and :func:`torch.autograd.gradcheck` test different things; 2025-07-24T04:20:26.6946370Z opcheck tests if your usage of torch.library APIs is correct while 2025-07-24T04:20:26.6946710Z :func:`torch.autograd.gradcheck` tests if your autograd formula is 2025-07-24T04:20:26.6947030Z mathematically correct. Use both to test custom ops that support 2025-07-24T04:20:26.6947310Z gradient computation. 2025-07-24T04:20:26.6947430Z 2025-07-24T04:20:26.6947480Z Example: 2025-07-24T04:20:26.6947560Z 2025-07-24T04:20:26.6947680Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:26.6947960Z >>> @torch.library.custom_op("mylib::numpy_mul", mutates_args=()) 2025-07-24T04:20:26.6948240Z >>> def numpy_mul(x: Tensor, y: float) -> Tensor: 2025-07-24T04:20:26.6948450Z >>> x_np = x.numpy(force=True) 2025-07-24T04:20:26.6948640Z >>> z_np = x_np * y 2025-07-24T04:20:26.6948830Z >>> return torch.from_numpy(z_np).to(x.device) 2025-07-24T04:20:26.6949030Z >>> 2025-07-24T04:20:26.6949160Z >>> @numpy_mul.register_fake 2025-07-24T04:20:26.6949330Z >>> def _(x, y): 2025-07-24T04:20:26.6949490Z >>> return torch.empty_like(x) 2025-07-24T04:20:26.6949670Z >>> 2025-07-24T04:20:26.6949810Z >>> def setup_context(ctx, inputs, output): 2025-07-24T04:20:26.6950010Z >>> y, = inputs 2025-07-24T04:20:26.6950160Z >>> ctx.y = y 2025-07-24T04:20:26.6950300Z >>> 2025-07-24T04:20:26.6950420Z >>> def backward(ctx, grad): 2025-07-24T04:20:26.6950610Z >>> return grad * ctx.y, None 2025-07-24T04:20:26.6950770Z >>> 2025-07-24T04:20:26.6950980Z >>> numpy_mul.register_autograd(backward, setup_context=setup_context) 2025-07-24T04:20:26.6951220Z >>> 2025-07-24T04:20:26.6951340Z >>> sample_inputs = [ 2025-07-24T04:20:26.6951510Z >>> (torch.randn(3), 3.14), 2025-07-24T04:20:26.6951720Z >>> (torch.randn(2, 3, device='cuda'), 2.718), 2025-07-24T04:20:26.6951970Z >>> (torch.randn(1, 10, requires_grad=True), 1.234), 2025-07-24T04:20:26.6952240Z >>> (torch.randn(64, 64, device='cuda', requires_grad=True), 90.18), 2025-07-24T04:20:26.6952460Z >>> ] 2025-07-24T04:20:26.6952580Z >>> 2025-07-24T04:20:26.6952710Z >>> for args in sample_inputs: 2025-07-24T04:20:26.6952920Z >>> torch.library.opcheck(numpy_mul, args) 2025-07-24T04:20:26.6953070Z 2025-07-24T04:20:26.6953110Z 2025-07-24T04:20:26.6953330Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.6953540Z 2025-07-24T04:20:26.6953920Z msg = Cannot scrape callname=Tensor.dim_order in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py line=1493. 2025-07-24T04:20:26.6954500Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.6954760Z 2025-07-24T04:20:26.6954840Z dim_order(ambiguity_check=False) -> tuple 2025-07-24T04:20:26.6954970Z 2025-07-24T04:20:26.6955110Z Returns the uniquely determined tuple of int describing the dim order or 2025-07-24T04:20:26.6955380Z physical layout of :attr:`self`. 2025-07-24T04:20:26.6955500Z 2025-07-24T04:20:26.6955660Z The dim order represents how dimensions are laid out in memory of dense tensors, 2025-07-24T04:20:26.6955990Z starting from the outermost to the innermost dimension. 2025-07-24T04:20:26.6956150Z 2025-07-24T04:20:26.6956270Z Note that the dim order may not always be uniquely determined. 2025-07-24T04:20:26.6956680Z If `ambiguity_check` is True, this function raises a RuntimeError when the dim order cannot be uniquely determined; 2025-07-24T04:20:26.6957260Z If `ambiguity_check` is a list of memory formats, this function raises a RuntimeError when tensor can not be interpreted 2025-07-24T04:20:26.6957710Z into exactly one of the given memory formats, or it cannot be uniquely determined. 2025-07-24T04:20:26.6958130Z If `ambiguity_check` is False, it will return one of legal dim order(s) without checking its uniqueness. 2025-07-24T04:20:26.6958460Z Otherwise, it will raise TypeError. 2025-07-24T04:20:26.6958590Z 2025-07-24T04:20:26.6958630Z Args: 2025-07-24T04:20:26.6958890Z ambiguity_check (bool or List[torch.memory_format]): The check method for ambiguity of dim order. 2025-07-24T04:20:26.6959150Z 2025-07-24T04:20:26.6959220Z Examples:: 2025-07-24T04:20:26.6959300Z 2025-07-24T04:20:26.6959370Z >>> torch.empty((2, 3, 5, 7)).dim_order() 2025-07-24T04:20:26.6959540Z (0, 1, 2, 3) 2025-07-24T04:20:26.6959750Z >>> torch.empty((2, 3, 5, 7)).transpose(1, 2).dim_order() 2025-07-24T04:20:26.6959960Z (0, 2, 1, 3) 2025-07-24T04:20:26.6960170Z >>> torch.empty((2, 3, 5, 7), memory_format=torch.channels_last).dim_order() 2025-07-24T04:20:26.6960410Z (0, 2, 3, 1) 2025-07-24T04:20:26.6960550Z >>> torch.empty((1, 2, 3, 4)).dim_order() 2025-07-24T04:20:26.6960730Z (0, 1, 2, 3) 2025-07-24T04:20:26.6960850Z >>> try: 2025-07-24T04:20:26.6961030Z ... torch.empty((1, 2, 3, 4)).dim_order(ambiguity_check=True) 2025-07-24T04:20:26.6961270Z ... except RuntimeError as e: 2025-07-24T04:20:26.6961430Z ... print(e) 2025-07-24T04:20:26.6961710Z The tensor does not have unique dim order, or cannot map to exact one of the given memory formats. 2025-07-24T04:20:26.6962030Z >>> torch.empty((1, 2, 3, 4)).dim_order( 2025-07-24T04:20:26.6962290Z ... ambiguity_check=[torch.contiguous_format, torch.channels_last] 2025-07-24T04:20:26.6962570Z ... ) # It can be mapped to contiguous format 2025-07-24T04:20:26.6962760Z (0, 1, 2, 3) 2025-07-24T04:20:26.6962880Z >>> try: 2025-07-24T04:20:26.6963060Z ... torch.empty((1, 2, 3, 4)).dim_order(ambiguity_check="ILLEGAL") 2025-07-24T04:20:26.6963300Z ... except TypeError as e: 2025-07-24T04:20:26.6963460Z ... print(e) 2025-07-24T04:20:26.6963690Z The ambiguity_check argument must be a bool or a list of memory formats. 2025-07-24T04:20:26.6963900Z 2025-07-24T04:20:26.6963940Z .. warning:: 2025-07-24T04:20:26.6964140Z The dim_order tensor API is experimental and subject to change. 2025-07-24T04:20:26.6964320Z 2025-07-24T04:20:26.6964470Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.6964690Z 2025-07-24T04:20:26.6965020Z msg = Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py line=560. 2025-07-24T04:20:26.6965560Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.6965780Z 2025-07-24T04:20:26.6965880Z Load a model from a github repo or a local directory. 2025-07-24T04:20:26.6966040Z 2025-07-24T04:20:26.6966180Z Note: Loading a model is the typical use case, but this can also be used to 2025-07-24T04:20:26.6966520Z for loading other objects such as tokenizers, loss functions, etc. 2025-07-24T04:20:26.6966740Z 2025-07-24T04:20:26.6966850Z If ``source`` is 'github', ``repo_or_dir`` is expected to be 2025-07-24T04:20:26.6967120Z of the form ``repo_owner/repo_name[:ref]`` with an optional 2025-07-24T04:20:26.6967340Z ref (a tag or a branch). 2025-07-24T04:20:26.6967440Z 2025-07-24T04:20:26.6967550Z If ``source`` is 'local', ``repo_or_dir`` is expected to be a 2025-07-24T04:20:26.6967770Z path to a local directory. 2025-07-24T04:20:26.6967880Z 2025-07-24T04:20:26.6967930Z Args: 2025-07-24T04:20:26.6968070Z repo_or_dir (str): If ``source`` is 'github', 2025-07-24T04:20:26.6968390Z this should correspond to a github repo with format ``repo_owner/repo_name[:ref]`` with 2025-07-24T04:20:26.6968850Z an optional ref (tag or branch), for example 'pytorch/vision:0.10'. If ``ref`` is not specified, 2025-07-24T04:20:26.6969250Z the default branch is assumed to be ``main`` if it exists, and otherwise ``master``. 2025-07-24T04:20:26.6969610Z If ``source`` is 'local' then it should be a path to a local directory. 2025-07-24T04:20:26.6969920Z model (str): the name of a callable (entrypoint) defined in the 2025-07-24T04:20:26.6970160Z repo/dir's ``hubconf.py``. 2025-07-24T04:20:26.6970410Z *args (optional): the corresponding args for callable ``model``. 2025-07-24T04:20:26.6970700Z source (str, optional): 'github' or 'local'. Specifies how 2025-07-24T04:20:26.6971020Z ``repo_or_dir`` is to be interpreted. Default is 'github'. 2025-07-24T04:20:26.6971330Z trust_repo (bool, str or None): ``"check"``, ``True``, ``False`` or ``None``. 2025-07-24T04:20:26.6971690Z This parameter was introduced in v1.12 and helps ensuring that users 2025-07-24T04:20:26.6971980Z only run code from repos that they trust. 2025-07-24T04:20:26.6972120Z 2025-07-24T04:20:26.6972240Z - If ``False``, a prompt will ask the user whether the repo should 2025-07-24T04:20:26.6972480Z be trusted. 2025-07-24T04:20:26.6972690Z - If ``True``, the repo will be added to the trusted list and loaded 2025-07-24T04:20:26.6972950Z without requiring explicit confirmation. 2025-07-24T04:20:26.6973200Z - If ``"check"``, the repo will be checked against the list of 2025-07-24T04:20:26.6973500Z trusted repos in the cache. If it is not present in that list, the 2025-07-24T04:20:26.6973810Z behaviour will fall back onto the ``trust_repo=False`` option. 2025-07-24T04:20:26.6974110Z - If ``None``: this will raise a warning, inviting the user to set 2025-07-24T04:20:26.6974400Z ``trust_repo`` to either ``False``, ``True`` or ``"check"``. This 2025-07-24T04:20:26.6974720Z is only present for backward compatibility and will be removed in 2025-07-24T04:20:26.6974950Z v2.0. 2025-07-24T04:20:26.6975030Z 2025-07-24T04:20:26.6975170Z Default is ``None`` and will eventually change to ``"check"`` in v2.0. 2025-07-24T04:20:26.6975490Z force_reload (bool, optional): whether to force a fresh download of 2025-07-24T04:20:26.6975810Z the github repo unconditionally. Does not have any effect if 2025-07-24T04:20:26.6976060Z ``source = 'local'``. Default is ``False``. 2025-07-24T04:20:26.6976330Z verbose (bool, optional): If ``False``, mute messages about hitting 2025-07-24T04:20:26.6976660Z local caches. Note that the message about first download cannot be 2025-07-24T04:20:26.6976960Z muted. Does not have any effect if ``source = 'local'``. 2025-07-24T04:20:26.6977180Z Default is ``True``. 2025-07-24T04:20:26.6977470Z skip_validation (bool, optional): if ``False``, torchhub will check that the branch or commit 2025-07-24T04:20:26.6977890Z specified by the ``github`` argument properly belongs to the repo owner. This will make 2025-07-24T04:20:26.6978290Z requests to the GitHub API; you can specify a non-default GitHub token by setting the 2025-07-24T04:20:26.6978630Z ``GITHUB_TOKEN`` environment variable. Default is ``False``. 2025-07-24T04:20:26.6978990Z **kwargs (optional): the corresponding kwargs for callable ``model``. 2025-07-24T04:20:26.6979180Z 2025-07-24T04:20:26.6979230Z Returns: 2025-07-24T04:20:26.6979410Z The output of the ``model`` callable when called with the given 2025-07-24T04:20:26.6979650Z ``*args`` and ``**kwargs``. 2025-07-24T04:20:26.6979760Z 2025-07-24T04:20:26.6979800Z Example: 2025-07-24T04:20:26.6979950Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-07-24T04:20:26.6980160Z >>> # from a github repo 2025-07-24T04:20:26.6980320Z >>> repo = "pytorch/vision" 2025-07-24T04:20:26.6980490Z >>> model = torch.hub.load( 2025-07-24T04:20:26.6980720Z ... repo, "resnet50", weights="ResNet50_Weights.IMAGENET1K_V1" 2025-07-24T04:20:26.6980980Z ... ) 2025-07-24T04:20:26.6981100Z >>> # from a local directory 2025-07-24T04:20:26.6981290Z >>> path = "/some/local/path/pytorch/vision" 2025-07-24T04:20:26.6981490Z >>> # xdoctest: +SKIP 2025-07-24T04:20:26.6981740Z >>> model = torch.hub.load(path, "resnet50", weights="ResNet50_Weights.DEFAULT") 2025-07-24T04:20:26.6981960Z 2025-07-24T04:20:26.6982120Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.7586910Z 2025-07-24T04:20:26.7587480Z msg = Cannot scrape callname=_load_local in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py line=652. 2025-07-24T04:20:26.7588230Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.7588470Z 2025-07-24T04:20:26.7588680Z Load a model from a local directory with a ``hubconf.py``. 2025-07-24T04:20:26.7588870Z 2025-07-24T04:20:26.7588920Z Args: 2025-07-24T04:20:26.7589110Z hubconf_dir (str): path to a local directory that contains a 2025-07-24T04:20:26.7589350Z ``hubconf.py``. 2025-07-24T04:20:26.7589570Z model (str): name of an entrypoint defined in the directory's 2025-07-24T04:20:26.7589810Z ``hubconf.py``. 2025-07-24T04:20:26.7590030Z *args (optional): the corresponding args for callable ``model``. 2025-07-24T04:20:26.7590370Z **kwargs (optional): the corresponding kwargs for callable ``model``. 2025-07-24T04:20:26.7590570Z 2025-07-24T04:20:26.7590620Z Returns: 2025-07-24T04:20:26.7590800Z a single model with corresponding pretrained weights. 2025-07-24T04:20:26.7590980Z 2025-07-24T04:20:26.7591020Z Example: 2025-07-24T04:20:26.7591170Z >>> # xdoctest: +SKIP("stub local path") 2025-07-24T04:20:26.7591390Z >>> path = "/some/local/path/pytorch/vision" 2025-07-24T04:20:26.7591600Z >>> model = _load_local( 2025-07-24T04:20:26.7591750Z ... path, 2025-07-24T04:20:26.7591880Z ... "resnet50", 2025-07-24T04:20:26.7592060Z ... weights="ResNet50_Weights.IMAGENET1K_V1", 2025-07-24T04:20:26.7592310Z ... ) 2025-07-24T04:20:26.7592380Z 2025-07-24T04:20:26.7592530Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.7592750Z 2025-07-24T04:20:26.7593110Z msg = Cannot scrape callname=download_url_to_file in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py line=691. 2025-07-24T04:20:26.7593690Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.7593990Z Download object at the given URL to a local path. 2025-07-24T04:20:26.7594150Z 2025-07-24T04:20:26.7594200Z Args: 2025-07-24T04:20:26.7594340Z url (str): URL of the object to download 2025-07-24T04:20:26.7594620Z dst (str): Full path where object will be saved, e.g. ``/tmp/temporary_file`` 2025-07-24T04:20:26.7595040Z hash_prefix (str, optional): If not None, the SHA256 downloaded file should start with ``hash_prefix``. 2025-07-24T04:20:26.7595360Z Default: None 2025-07-24T04:20:26.7595620Z progress (bool, optional): whether or not to display a progress bar to stderr 2025-07-24T04:20:26.7595880Z Default: True 2025-07-24T04:20:26.7596080Z 2025-07-24T04:20:26.7596130Z Example: 2025-07-24T04:20:26.7596290Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-07-24T04:20:26.7596500Z >>> # xdoctest: +REQUIRES(POSIX) 2025-07-24T04:20:26.7596690Z >>> torch.hub.download_url_to_file( 2025-07-24T04:20:26.7596980Z ... "https://s3.amazonaws.com/pytorch/models/resnet18-5c106cde.pth", 2025-07-24T04:20:26.7597240Z ... "/tmp/temporary_file", 2025-07-24T04:20:26.7597470Z ... ) 2025-07-24T04:20:26.7597550Z 2025-07-24T04:20:26.7597640Z 2025-07-24T04:20:26.7597870Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.7598080Z 2025-07-24T04:20:26.7598530Z msg = Cannot scrape callname=load_state_dict_from_url in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py line=816. 2025-07-24T04:20:26.7599190Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.7604800Z Loads the Torch serialized object at the given URL. 2025-07-24T04:20:26.7604990Z 2025-07-24T04:20:26.7605110Z If downloaded file is a zip file, it will be automatically 2025-07-24T04:20:26.7605350Z decompressed. 2025-07-24T04:20:26.7605450Z 2025-07-24T04:20:26.7605580Z If the object is already present in `model_dir`, it's deserialized and 2025-07-24T04:20:26.7605840Z returned. 2025-07-24T04:20:26.7606150Z The default value of ``model_dir`` is ``/checkpoints`` where 2025-07-24T04:20:26.7606480Z ``hub_dir`` is the directory returned by :func:`~torch.hub.get_dir`. 2025-07-24T04:20:26.7606770Z 2025-07-24T04:20:26.7606810Z Args: 2025-07-24T04:20:26.7606950Z url (str): URL of the object to download 2025-07-24T04:20:26.7607240Z model_dir (str, optional): directory in which to save the object 2025-07-24T04:20:26.7607640Z map_location (optional): a function or a dict specifying how to remap storage locations (see torch.load) 2025-07-24T04:20:26.7608110Z progress (bool, optional): whether or not to display a progress bar to stderr. 2025-07-24T04:20:26.7608380Z Default: True 2025-07-24T04:20:26.7608680Z check_hash(bool, optional): If True, the filename part of the URL should follow the naming convention 2025-07-24T04:20:26.7609080Z ``filename-.ext`` where ```` is the first eight or more 2025-07-24T04:20:26.7609430Z digits of the SHA256 hash of the contents of the file. The hash is used to 2025-07-24T04:20:26.7609750Z ensure unique names and to verify the contents of the file. 2025-07-24T04:20:26.7609990Z Default: False 2025-07-24T04:20:26.7610300Z file_name (str, optional): name for the downloaded file. Filename from ``url`` will be used if not set. 2025-07-24T04:20:26.7610770Z weights_only(bool, optional): If True, only weights will be loaded and no complex pickled objects. 2025-07-24T04:20:26.7611190Z Recommended for untrusted sources. See :func:`~torch.load` for more details. 2025-07-24T04:20:26.7611410Z 2025-07-24T04:20:26.7611460Z Example: 2025-07-24T04:20:26.7611620Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-07-24T04:20:26.7611870Z >>> state_dict = torch.hub.load_state_dict_from_url( 2025-07-24T04:20:26.7612160Z ... "https://s3.amazonaws.com/pytorch/models/resnet18-5c106cde.pth" 2025-07-24T04:20:26.7612400Z ... ) 2025-07-24T04:20:26.7612480Z 2025-07-24T04:20:26.7612530Z 2025-07-24T04:20:26.7612740Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.7612960Z 2025-07-24T04:20:26.7613320Z msg = Cannot scrape callname=meshgrid in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py line=446. 2025-07-24T04:20:26.7613890Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.7614260Z Creates grids of coordinates specified by the 1D inputs in `attr`:tensors. 2025-07-24T04:20:26.7614570Z 2025-07-24T04:20:26.7614690Z This is helpful when you want to visualize data over some 2025-07-24T04:20:26.7614960Z range of inputs. See below for a plotting example. 2025-07-24T04:20:26.7615120Z 2025-07-24T04:20:26.7615230Z Given :math:`N` 1D tensors :math:`T_0 \ldots T_{N-1}` as 2025-07-24T04:20:26.7615520Z inputs with corresponding sizes :math:`S_0 \ldots S_{N-1}`, 2025-07-24T04:20:26.7615820Z this creates :math:`N` N-dimensional tensors :math:`G_0 \ldots 2025-07-24T04:20:26.7616110Z G_{N-1}`, each with shape :math:`(S_0, ..., S_{N-1})` where 2025-07-24T04:20:26.7616390Z the output :math:`G_i` is constructed by expanding :math:`T_i` 2025-07-24T04:20:26.7616710Z to the result shape. 2025-07-24T04:20:26.7616820Z 2025-07-24T04:20:26.7616880Z .. note:: 2025-07-24T04:20:26.7617070Z 0D inputs are treated equivalently to 1D inputs of a 2025-07-24T04:20:26.7617290Z single element. 2025-07-24T04:20:26.7617400Z 2025-07-24T04:20:26.7617440Z .. warning:: 2025-07-24T04:20:26.7617660Z `torch.meshgrid(*tensors)` currently has the same behavior 2025-07-24T04:20:26.7617940Z as calling `numpy.meshgrid(*arrays, indexing='ij')`. 2025-07-24T04:20:26.7618110Z 2025-07-24T04:20:26.7618200Z In the future `torch.meshgrid` will transition to 2025-07-24T04:20:26.7618450Z `indexing='xy'` as the default. 2025-07-24T04:20:26.7618580Z 2025-07-24T04:20:26.7618700Z https://github.com/pytorch/pytorch/issues/50276 tracks 2025-07-24T04:20:26.7619020Z this issue with the goal of migrating to NumPy's behavior. 2025-07-24T04:20:26.7619200Z 2025-07-24T04:20:26.7619250Z .. seealso:: 2025-07-24T04:20:26.7619340Z 2025-07-24T04:20:26.7619450Z :func:`torch.cartesian_prod` has the same effect but it 2025-07-24T04:20:26.7619700Z collects the data in a tensor of vectors. 2025-07-24T04:20:26.7619850Z 2025-07-24T04:20:26.7619900Z Args: 2025-07-24T04:20:26.7620150Z tensors (list of Tensor): list of scalars or 1 dimensional tensors. Scalars will be 2025-07-24T04:20:26.7620480Z treated as tensors of size :math:`(1,)` automatically 2025-07-24T04:20:26.7620650Z 2025-07-24T04:20:26.7620760Z indexing: (str, optional): the indexing mode, either "xy" 2025-07-24T04:20:26.7621040Z or "ij", defaults to "ij". See warning for future changes. 2025-07-24T04:20:26.7621210Z 2025-07-24T04:20:26.7621310Z If "xy" is selected, the first dimension corresponds 2025-07-24T04:20:26.7621580Z to the cardinality of the second input and the second 2025-07-24T04:20:26.7621860Z dimension corresponds to the cardinality of the first 2025-07-24T04:20:26.7622080Z input. 2025-07-24T04:20:26.7622180Z 2025-07-24T04:20:26.7622270Z If "ij" is selected, the dimensions are in the same 2025-07-24T04:20:26.7622510Z order as the cardinality of the inputs. 2025-07-24T04:20:26.7622660Z 2025-07-24T04:20:26.7622710Z Returns: 2025-07-24T04:20:26.7622890Z seq (sequence of Tensors): If the input has :math:`N` 2025-07-24T04:20:26.7623160Z tensors of size :math:`S_0 \ldots S_{N-1}``, then the 2025-07-24T04:20:26.7623430Z output will also have :math:`N` tensors, where each tensor 2025-07-24T04:20:26.7623680Z is of shape :math:`(S_0, ..., S_{N-1})`. 2025-07-24T04:20:26.7623830Z 2025-07-24T04:20:26.7623870Z Example:: 2025-07-24T04:20:26.7623960Z 2025-07-24T04:20:26.7624030Z >>> x = torch.tensor([1, 2, 3]) 2025-07-24T04:20:26.7624220Z >>> y = torch.tensor([4, 5, 6]) 2025-07-24T04:20:26.7624350Z 2025-07-24T04:20:26.7624480Z Observe the element-wise pairings across the grid, (1, 4), 2025-07-24T04:20:26.7624750Z (1, 5), ..., (3, 6). This is the same thing as the 2025-07-24T04:20:26.7624990Z cartesian product. 2025-07-24T04:20:26.7625200Z >>> grid_x, grid_y = torch.meshgrid(x, y, indexing='ij') 2025-07-24T04:20:26.7625410Z >>> grid_x 2025-07-24T04:20:26.7625560Z tensor([[1, 1, 1], 2025-07-24T04:20:26.7625720Z [2, 2, 2], 2025-07-24T04:20:26.7625870Z [3, 3, 3]]) 2025-07-24T04:20:26.7626020Z >>> grid_y 2025-07-24T04:20:26.7626160Z tensor([[4, 5, 6], 2025-07-24T04:20:26.7626310Z [4, 5, 6], 2025-07-24T04:20:26.7626470Z [4, 5, 6]]) 2025-07-24T04:20:26.7626580Z 2025-07-24T04:20:26.7626680Z This correspondence can be seen when these grids are 2025-07-24T04:20:26.7626940Z stacked properly. 2025-07-24T04:20:26.7627170Z >>> torch.equal(torch.cat(tuple(torch.dstack([grid_x, grid_y]))), 2025-07-24T04:20:26.7627450Z ... torch.cartesian_prod(x, y)) 2025-07-24T04:20:26.7627640Z True 2025-07-24T04:20:26.7627720Z 2025-07-24T04:20:26.7627840Z `torch.meshgrid` is commonly used to produce a grid for 2025-07-24T04:20:26.7628060Z plotting. 2025-07-24T04:20:26.7628230Z >>> # xdoctest: +REQUIRES(module:matplotlib) 2025-07-24T04:20:26.7628450Z >>> # xdoctest: +REQUIRES(env:DOCTEST_SHOW) 2025-07-24T04:20:26.7628670Z >>> import matplotlib.pyplot as plt 2025-07-24T04:20:26.7628960Z >>> xs = torch.linspace(-5, 5, steps=100) 2025-07-24T04:20:26.7629180Z >>> ys = torch.linspace(-5, 5, steps=100) 2025-07-24T04:20:26.7629470Z >>> x, y = torch.meshgrid(xs, ys, indexing='xy') 2025-07-24T04:20:26.7629710Z >>> z = torch.sin(torch.sqrt(x * x + y * y)) 2025-07-24T04:20:26.7629930Z >>> ax = plt.axes(projection='3d') 2025-07-24T04:20:26.7630160Z >>> ax.plot_surface(x.numpy(), y.numpy(), z.numpy()) 2025-07-24T04:20:26.7630370Z >>> plt.show() 2025-07-24T04:20:26.7630480Z 2025-07-24T04:20:26.7630550Z .. image:: ../_static/img/meshgrid.png 2025-07-24T04:20:26.7630740Z :width: 512 2025-07-24T04:20:26.7630830Z 2025-07-24T04:20:26.7630870Z 2025-07-24T04:20:26.7631090Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.7631310Z 2025-07-24T04:20:26.7631670Z msg = Cannot scrape callname=_unique_impl in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py line=842. 2025-07-24T04:20:26.7632250Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.7632690Z unique(input, sorted=True, return_inverse=False, return_counts=False, dim=None) -> tuple[Tensor, Tensor, Tensor] 2025-07-24T04:20:26.7632990Z 2025-07-24T04:20:26.7633080Z Returns the unique elements of the input tensor. 2025-07-24T04:20:26.7633240Z 2025-07-24T04:20:26.7633420Z .. note:: This function is different from :func:`torch.unique_consecutive` in the sense that 2025-07-24T04:20:26.7633790Z this function also eliminates non-consecutive duplicate values. 2025-07-24T04:20:26.7633990Z 2025-07-24T04:20:26.7634130Z .. note:: Currently in the CUDA implementation and the CPU implementation, 2025-07-24T04:20:26.7634510Z `torch.unique` always sort the tensor at the beginning regardless of the `sort` argument. 2025-07-24T04:20:26.7634920Z Sorting could be slow, so if your input tensor is already sorted, it is recommended to use 2025-07-24T04:20:26.7635270Z :func:`torch.unique_consecutive` which avoids the sorting. 2025-07-24T04:20:26.7635450Z 2025-07-24T04:20:26.7635500Z Args: 2025-07-24T04:20:26.7635630Z input (Tensor): the input tensor 2025-07-24T04:20:26.7635890Z sorted (bool): Whether to sort the unique elements in ascending order 2025-07-24T04:20:26.7636160Z before returning as output. 2025-07-24T04:20:26.7636410Z return_inverse (bool): Whether to also return the indices for where 2025-07-24T04:20:26.7636820Z elements in the original input ended up in the returned unique list. 2025-07-24T04:20:26.7637160Z return_counts (bool): Whether to also return the counts for each unique 2025-07-24T04:20:26.7637400Z element. 2025-07-24T04:20:26.7637620Z dim (int, optional): the dimension to operate upon. If ``None``, the 2025-07-24T04:20:26.7637940Z unique of the flattened input is returned. Otherwise, each of the 2025-07-24T04:20:26.7638260Z tensors indexed by the given dimension is treated as one of the 2025-07-24T04:20:26.7638580Z elements to apply the unique operation upon. See examples for more 2025-07-24T04:20:26.7638880Z details. Default: ``None`` 2025-07-24T04:20:26.7639010Z 2025-07-24T04:20:26.7639060Z Returns: 2025-07-24T04:20:26.7639300Z (Tensor, Tensor (optional), Tensor (optional)): A tensor or a tuple of tensors containing 2025-07-24T04:20:26.7639550Z 2025-07-24T04:20:26.7639670Z - **output** (*Tensor*): the output list of unique scalar elements. 2025-07-24T04:20:26.7639940Z - **inverse_indices** (*Tensor*): (optional) if 2025-07-24T04:20:26.7640240Z :attr:`return_inverse` is True, there will be an additional 2025-07-24T04:20:26.7640550Z returned tensor (same shape as input) representing the indices 2025-07-24T04:20:26.7640900Z for where elements in the original input map to in the output; 2025-07-24T04:20:26.7641210Z otherwise, this function will only return a single tensor. 2025-07-24T04:20:26.7641520Z - **counts** (*Tensor*): (optional) if 2025-07-24T04:20:26.7641780Z :attr:`return_counts` is True, there will be an additional 2025-07-24T04:20:26.7642070Z returned tensor (same shape as output or output.size(dim), 2025-07-24T04:20:26.7642370Z if dim was specified) representing the number of occurrences 2025-07-24T04:20:26.7642620Z for each unique value or tensor. 2025-07-24T04:20:26.7642760Z 2025-07-24T04:20:26.7642800Z Example:: 2025-07-24T04:20:26.7642880Z 2025-07-24T04:20:26.7643010Z >>> output = torch.unique(torch.tensor([1, 3, 2, 3], dtype=torch.long)) 2025-07-24T04:20:26.7643250Z >>> output 2025-07-24T04:20:26.7643390Z tensor([1, 2, 3]) 2025-07-24T04:20:26.7643490Z 2025-07-24T04:20:26.7643560Z >>> output, inverse_indices = torch.unique( 2025-07-24T04:20:26.7643850Z ... torch.tensor([1, 3, 2, 3], dtype=torch.long), sorted=True, return_inverse=True) 2025-07-24T04:20:26.7644110Z >>> output 2025-07-24T04:20:26.7644250Z tensor([1, 2, 3]) 2025-07-24T04:20:26.7644400Z >>> inverse_indices 2025-07-24T04:20:26.7644550Z tensor([0, 2, 1, 2]) 2025-07-24T04:20:26.7644660Z 2025-07-24T04:20:26.7644740Z >>> output, inverse_indices = torch.unique( 2025-07-24T04:20:26.7645030Z ... torch.tensor([[1, 3], [2, 3]], dtype=torch.long), sorted=True, return_inverse=True) 2025-07-24T04:20:26.7645290Z >>> output 2025-07-24T04:20:26.7645420Z tensor([1, 2, 3]) 2025-07-24T04:20:26.7645570Z >>> inverse_indices 2025-07-24T04:20:26.7645720Z tensor([[0, 2], 2025-07-24T04:20:26.7645860Z [1, 2]]) 2025-07-24T04:20:26.7645950Z 2025-07-24T04:20:26.7646010Z >>> a = torch.tensor([ 2025-07-24T04:20:26.7646160Z ... [ 2025-07-24T04:20:26.7646300Z ... [1, 1, 0, 0], 2025-07-24T04:20:26.7646460Z ... [1, 1, 0, 0], 2025-07-24T04:20:26.7646620Z ... [0, 0, 1, 1], 2025-07-24T04:20:26.7646770Z ... ], 2025-07-24T04:20:26.7646900Z ... [ 2025-07-24T04:20:26.7647020Z ... [0, 0, 1, 1], 2025-07-24T04:20:26.7647180Z ... [0, 0, 1, 1], 2025-07-24T04:20:26.7647340Z ... [1, 1, 1, 1], 2025-07-24T04:20:26.7647490Z ... ], 2025-07-24T04:20:26.7647610Z ... [ 2025-07-24T04:20:26.7647790Z ... [1, 1, 0, 0], 2025-07-24T04:20:26.7647950Z ... [1, 1, 0, 0], 2025-07-24T04:20:26.7648100Z ... [0, 0, 1, 1], 2025-07-24T04:20:26.7648250Z ... ], 2025-07-24T04:20:26.7648370Z ... ]) 2025-07-24T04:20:26.7648450Z 2025-07-24T04:20:26.7648580Z >>> # If we call `torch.unique(a, dim=0)`, each of the tensors `a[idx, :, :]` 2025-07-24T04:20:26.7648910Z >>> # will be compared. We can see that `a[0, :, :]` and `a[2, :, :]` match 2025-07-24T04:20:26.7649190Z >>> # each other, so one of them will be removed. 2025-07-24T04:20:26.7649400Z >>> (a[0, :, :] == a[2, :, :]).all() 2025-07-24T04:20:26.7649580Z tensor(True) 2025-07-24T04:20:26.7649780Z >>> a_unique_dim0 = torch.unique(a, dim=0) 2025-07-24T04:20:26.7649970Z >>> a_unique_dim0 2025-07-24T04:20:26.7650120Z tensor([[[0, 0, 1, 1], 2025-07-24T04:20:26.7650270Z [0, 0, 1, 1], 2025-07-24T04:20:26.7650420Z [1, 1, 1, 1]], 2025-07-24T04:20:26.7650590Z [[1, 1, 0, 0], 2025-07-24T04:20:26.7650740Z [1, 1, 0, 0], 2025-07-24T04:20:26.7650900Z [0, 0, 1, 1]]]) 2025-07-24T04:20:26.7651010Z 2025-07-24T04:20:26.7651140Z >>> # Notice which sub-tensors from `a` match with the sub-tensors from 2025-07-24T04:20:26.7651400Z >>> # `a_unique_dim0`: 2025-07-24T04:20:26.7651600Z >>> (a_unique_dim0[0, :, :] == a[1, :, :]).all() 2025-07-24T04:20:26.7651800Z tensor(True) 2025-07-24T04:20:26.7651960Z >>> (a_unique_dim0[1, :, :] == a[0, :, :]).all() 2025-07-24T04:20:26.7652170Z tensor(True) 2025-07-24T04:20:26.7652270Z 2025-07-24T04:20:26.7652400Z >>> # For `torch.unique(a, dim=1)`, each of the tensors `a[:, idx, :]` are 2025-07-24T04:20:26.7652720Z >>> # compared. `a[:, 0, :]` and `a[:, 1, :]` match each other, so one of 2025-07-24T04:20:26.7652950Z >>> # them will be removed. 2025-07-24T04:20:26.7653140Z >>> (a[:, 0, :] == a[:, 1, :]).all() 2025-07-24T04:20:26.7653310Z tensor(True) 2025-07-24T04:20:26.7653460Z >>> torch.unique(a, dim=1) 2025-07-24T04:20:26.7653630Z tensor([[[0, 0, 1, 1], 2025-07-24T04:20:26.7653790Z [1, 1, 0, 0]], 2025-07-24T04:20:26.7653950Z [[1, 1, 1, 1], 2025-07-24T04:20:26.7654100Z [0, 0, 1, 1]], 2025-07-24T04:20:26.7654250Z [[0, 0, 1, 1], 2025-07-24T04:20:26.7654410Z [1, 1, 0, 0]]]) 2025-07-24T04:20:26.7654520Z 2025-07-24T04:20:26.7654650Z >>> # For `torch.unique(a, dim=2)`, the tensors `a[:, :, idx]` are compared. 2025-07-24T04:20:26.7654950Z >>> # `a[:, :, 0]` and `a[:, :, 1]` match each other. Also, `a[:, :, 2]` and 2025-07-24T04:20:26.7655230Z >>> # `a[:, :, 3]` match each other as well. So in this case, two of the 2025-07-24T04:20:26.7655470Z >>> # sub-tensors will be removed. 2025-07-24T04:20:26.7655670Z >>> (a[:, :, 0] == a[:, :, 1]).all() 2025-07-24T04:20:26.7655840Z tensor(True) 2025-07-24T04:20:26.7656000Z >>> (a[:, :, 2] == a[:, :, 3]).all() 2025-07-24T04:20:26.7656160Z tensor(True) 2025-07-24T04:20:26.7656310Z >>> torch.unique(a, dim=2) 2025-07-24T04:20:26.7656480Z tensor([[[0, 1], 2025-07-24T04:20:26.7656620Z [0, 1], 2025-07-24T04:20:26.7656760Z [1, 0]], 2025-07-24T04:20:26.7656900Z [[1, 0], 2025-07-24T04:20:26.7657040Z [1, 0], 2025-07-24T04:20:26.7657170Z [1, 1]], 2025-07-24T04:20:26.7657310Z [[0, 1], 2025-07-24T04:20:26.7657450Z [0, 1], 2025-07-24T04:20:26.7657590Z [1, 0]]]) 2025-07-24T04:20:26.7657730Z 2025-07-24T04:20:26.7657950Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.7986300Z 2025-07-24T04:20:26.7986830Z msg = Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/serialization.py line=1285. 2025-07-24T04:20:26.7987660Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.7988120Z load(f, map_location=None, pickle_module=pickle, *, weights_only=True, mmap=None, **pickle_load_args) 2025-07-24T04:20:26.7988400Z 2025-07-24T04:20:26.7988520Z Loads an object saved with :func:`torch.save` from a file. 2025-07-24T04:20:26.7988700Z 2025-07-24T04:20:26.7988860Z :func:`torch.load` uses Python's unpickling facilities but treats storages, 2025-07-24T04:20:26.7989220Z which underlie tensors, specially. They are first deserialized on the 2025-07-24T04:20:26.7989580Z CPU and are then moved to the device they were saved from. If this fails 2025-07-24T04:20:26.7990020Z (e.g. because the run time system doesn't have certain devices), an exception 2025-07-24T04:20:26.7990390Z is raised. However, storages can be dynamically remapped to an alternative 2025-07-24T04:20:26.7990710Z set of devices using the :attr:`map_location` argument. 2025-07-24T04:20:26.7990890Z 2025-07-24T04:20:26.7991050Z If :attr:`map_location` is a callable, it will be called once for each serialized 2025-07-24T04:20:26.7991410Z storage with two arguments: storage and location. The storage argument 2025-07-24T04:20:26.7991770Z will be the initial deserialization of the storage, residing on the CPU. 2025-07-24T04:20:26.7992160Z Each serialized storage has a location tag associated with it which 2025-07-24T04:20:26.7992540Z identifies the device it was saved from, and this tag is the second 2025-07-24T04:20:26.7992960Z argument passed to :attr:`map_location`. The builtin location tags are ``'cpu'`` 2025-07-24T04:20:26.7993340Z for CPU tensors and ``'cuda:device_id'`` (e.g. ``'cuda:2'``) for CUDA tensors. 2025-07-24T04:20:26.7993680Z :attr:`map_location` should return either ``None`` or a storage. If 2025-07-24T04:20:26.7994030Z :attr:`map_location` returns a storage, it will be used as the final deserialized 2025-07-24T04:20:26.7994410Z object, already moved to the right device. Otherwise, :func:`torch.load` will 2025-07-24T04:20:26.7994780Z fall back to the default behavior, as if :attr:`map_location` wasn't specified. 2025-07-24T04:20:26.7995000Z 2025-07-24T04:20:26.7995150Z If :attr:`map_location` is a :class:`torch.device` object or a string containing 2025-07-24T04:20:26.7995510Z a device tag, it indicates the location where all tensors should be loaded. 2025-07-24T04:20:26.7995720Z 2025-07-24T04:20:26.7995880Z Otherwise, if :attr:`map_location` is a dict, it will be used to remap location tags 2025-07-24T04:20:26.7996240Z appearing in the file (keys), to ones that specify where to put the 2025-07-24T04:20:26.7996480Z storages (values). 2025-07-24T04:20:26.7996580Z 2025-07-24T04:20:26.7996710Z User extensions can register their own location tags and tagging and 2025-07-24T04:20:26.7997070Z deserialization methods using :func:`torch.serialization.register_package`. 2025-07-24T04:20:26.7997300Z 2025-07-24T04:20:26.7997460Z See :ref:`layout-control` for more advanced tools to manipulate a checkpoint. 2025-07-24T04:20:26.7997670Z 2025-07-24T04:20:26.7997720Z Args: 2025-07-24T04:20:26.7998010Z f: a file-like object (has to implement :meth:`read`, :meth:`readline`, :meth:`tell`, and :meth:`seek`), 2025-07-24T04:20:26.7998410Z or a string or os.PathLike object containing a file name 2025-07-24T04:20:26.7998790Z map_location: a function, :class:`torch.device`, string or a dict specifying how to remap storage 2025-07-24T04:20:26.7999140Z locations 2025-07-24T04:20:26.8004170Z pickle_module: module used for unpickling metadata and objects (has to 2025-07-24T04:20:26.8004510Z match the :attr:`pickle_module` used to serialize file) 2025-07-24T04:20:26.8004810Z weights_only: Indicates whether unpickler should be restricted to 2025-07-24T04:20:26.8005180Z loading only tensors, primitive types, dictionaries 2025-07-24T04:20:26.8005490Z and any types added via :func:`torch.serialization.add_safe_globals`. 2025-07-24T04:20:26.8005770Z See :ref:`weights-only` for more details. 2025-07-24T04:20:26.8006120Z mmap: Indicates whether the file should be mapped rather than loading all the storages into memory. 2025-07-24T04:20:26.8006590Z Typically, tensor storages in the file will first be moved from disk to CPU memory, after which they 2025-07-24T04:20:26.8007080Z are moved to the location that they were tagged with when saving, or specified by ``map_location``. This 2025-07-24T04:20:26.8007540Z second step is a no-op if the final location is CPU. When the ``mmap`` flag is set, instead of copying the 2025-07-24T04:20:26.8008050Z tensor storages from disk to CPU memory in the first step, ``f`` is mapped, which means tensor storages 2025-07-24T04:20:26.8008420Z will be lazily loaded when their data is accessed. 2025-07-24T04:20:26.8008730Z pickle_load_args: (Python 3 only) optional keyword arguments passed over to 2025-07-24T04:20:26.8009090Z :func:`pickle_module.load` and :func:`pickle_module.Unpickler`, e.g., 2025-07-24T04:20:26.8009360Z :attr:`errors=...`. 2025-07-24T04:20:26.8009470Z 2025-07-24T04:20:26.8009540Z .. warning:: 2025-07-24T04:20:26.8009860Z :func:`torch.load()` unless `weights_only` parameter is set to `True`, 2025-07-24T04:20:26.8010190Z uses ``pickle`` module implicitly, which is known to be insecure. 2025-07-24T04:20:26.8010590Z It is possible to construct malicious pickle data which will execute arbitrary code 2025-07-24T04:20:26.8010970Z during unpickling. Never load data that could have come from an untrusted 2025-07-24T04:20:26.8011360Z source in an unsafe mode, or that could have been tampered with. **Only load data you trust**. 2025-07-24T04:20:26.8011620Z 2025-07-24T04:20:26.8011670Z .. note:: 2025-07-24T04:20:26.8011900Z When you call :func:`torch.load()` on a file which contains GPU tensors, those tensors 2025-07-24T04:20:26.8012290Z will be loaded to GPU by default. You can call ``torch.load(.., map_location='cpu')`` 2025-07-24T04:20:26.8012680Z and then :meth:`load_state_dict` to avoid GPU RAM surge when loading a model checkpoint. 2025-07-24T04:20:26.8012920Z 2025-07-24T04:20:26.8012960Z .. note:: 2025-07-24T04:20:26.8013190Z By default, we decode byte strings as ``utf-8``. This is to avoid a common error 2025-07-24T04:20:26.8013540Z case ``UnicodeDecodeError: 'ascii' codec can't decode byte 0x...`` 2025-07-24T04:20:26.8013870Z when loading files saved by Python 2 in Python 3. If this default 2025-07-24T04:20:26.8014220Z is incorrect, you may use an extra :attr:`encoding` keyword argument to specify how 2025-07-24T04:20:26.8014590Z these objects should be loaded, e.g., :attr:`encoding='latin1'` decodes them 2025-07-24T04:20:26.8014960Z to strings using ``latin1`` encoding, and :attr:`encoding='bytes'` keeps them 2025-07-24T04:20:26.8015300Z as byte arrays which can be decoded later with ``byte_array.decode(...)``. 2025-07-24T04:20:26.8015510Z 2025-07-24T04:20:26.8015560Z Example: 2025-07-24T04:20:26.8015720Z >>> # xdoctest: +SKIP("undefined filepaths") 2025-07-24T04:20:26.8015950Z >>> torch.load("tensors.pt", weights_only=True) 2025-07-24T04:20:26.8016160Z # Load all tensors onto the CPU 2025-07-24T04:20:26.8016340Z >>> torch.load( 2025-07-24T04:20:26.8016490Z ... "tensors.pt", 2025-07-24T04:20:26.8016680Z ... map_location=torch.device("cpu"), 2025-07-24T04:20:26.8016880Z ... weights_only=True, 2025-07-24T04:20:26.8017050Z ... ) 2025-07-24T04:20:26.8017210Z # Load all tensors onto the CPU, using a function 2025-07-24T04:20:26.8017410Z >>> torch.load( 2025-07-24T04:20:26.8017610Z ... "tensors.pt", 2025-07-24T04:20:26.8017810Z ... map_location=lambda storage, loc: storage, 2025-07-24T04:20:26.8018020Z ... weights_only=True, 2025-07-24T04:20:26.8018180Z ... ) 2025-07-24T04:20:26.8018320Z # Load all tensors onto GPU 1 2025-07-24T04:20:26.8018490Z >>> torch.load( 2025-07-24T04:20:26.8018640Z ... "tensors.pt", 2025-07-24T04:20:26.8018850Z ... map_location=lambda storage, loc: storage.cuda(1), 2025-07-24T04:20:26.8019070Z ... weights_only=True, 2025-07-24T04:20:26.8019250Z ... ) # type: ignore[attr-defined] 2025-07-24T04:20:26.8019460Z # Map tensors from GPU 1 to GPU 0 2025-07-24T04:20:26.8019670Z >>> torch.load( 2025-07-24T04:20:26.8019820Z ... "tensors.pt", 2025-07-24T04:20:26.8020000Z ... map_location={"cuda:1": "cuda:0"}, 2025-07-24T04:20:26.8020200Z ... weights_only=True, 2025-07-24T04:20:26.8020360Z ... ) 2025-07-24T04:20:26.8020500Z # Load tensor from io.BytesIO object 2025-07-24T04:20:26.8020790Z # Loading from a buffer setting weights_only=False, warning this can be unsafe 2025-07-24T04:20:26.8021080Z >>> with open("tensor.pt", "rb") as f: 2025-07-24T04:20:26.8021290Z ... buffer = io.BytesIO(f.read()) 2025-07-24T04:20:26.8021490Z >>> torch.load(buffer, weights_only=False) 2025-07-24T04:20:26.8021760Z # Load a module with 'ascii' encoding for unpickling 2025-07-24T04:20:26.8022070Z # Loading from a module setting weights_only=False, warning this can be unsafe 2025-07-24T04:20:26.8022470Z >>> torch.load("module.pt", encoding="ascii", weights_only=False) 2025-07-24T04:20:26.8022700Z 2025-07-24T04:20:26.8022920Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.8023130Z 2025-07-24T04:20:26.8023520Z msg = Cannot scrape callname=Future.then in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/futures/__init__.py line=101. 2025-07-24T04:20:26.8024120Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.8024340Z 2025-07-24T04:20:26.8024480Z Append the given callback function to this ``Future``, which will be run 2025-07-24T04:20:26.8024810Z when the ``Future`` is completed. Multiple callbacks can be added to 2025-07-24T04:20:26.8025130Z the same ``Future``, but the order in which they will be executed cannot 2025-07-24T04:20:26.8025430Z be guaranteed (to enforce a certain order consider chaining: 2025-07-24T04:20:26.8025730Z ``fut.then(cb1).then(cb2)``). The callback must take one argument, which 2025-07-24T04:20:26.8026050Z is the reference to this ``Future``. The callback function can use the 2025-07-24T04:20:26.8026370Z :meth:`value` method to get the value. Note that if this ``Future`` is 2025-07-24T04:20:26.8026690Z already completed, the given callback will be run immediately inline. 2025-07-24T04:20:26.8026890Z 2025-07-24T04:20:26.8027020Z If the ``Future``'s value contains tensors that reside on GPUs, the 2025-07-24T04:20:26.8027340Z callback might be invoked while the async kernels that are populating 2025-07-24T04:20:26.8027670Z those tensors haven't yet finished executing on the device. However, the 2025-07-24T04:20:26.8028000Z callback will be invoked with some dedicated streams set as current 2025-07-24T04:20:26.8028320Z (fetched from a global pool) which will be synchronized with those 2025-07-24T04:20:26.8028650Z kernels. Hence any operation performed by the callback on these tensors 2025-07-24T04:20:26.8028970Z will be scheduled on the device after the kernels complete. In other 2025-07-24T04:20:26.8029290Z words, as long as the callback doesn't switch streams, it can safely 2025-07-24T04:20:26.8029620Z manipulate the result without any additional synchronization. This is 2025-07-24T04:20:26.8029920Z similar to the non-blocking behavior of :meth:`wait`. 2025-07-24T04:20:26.8030080Z 2025-07-24T04:20:26.8030240Z Similarly, if the callback returns a value that contains tensors that 2025-07-24T04:20:26.8030560Z reside on a GPU, it can do so even if the kernels that are producing 2025-07-24T04:20:26.8030880Z these tensors are still running on the device, as long as the callback 2025-07-24T04:20:26.8031200Z didn't change streams during its execution. If one wants to change 2025-07-24T04:20:26.8031520Z streams, one must be careful to re-synchronize them with the original 2025-07-24T04:20:26.8031860Z streams, that is, those that were current when the callback was invoked. 2025-07-24T04:20:26.8032060Z 2025-07-24T04:20:26.8032110Z Args: 2025-07-24T04:20:26.8032300Z callback(``Callable``): a ``Callable`` that takes this ``Future`` as 2025-07-24T04:20:26.8032590Z the only argument. 2025-07-24T04:20:26.8032730Z 2025-07-24T04:20:26.8032780Z Returns: 2025-07-24T04:20:26.8032950Z A new ``Future`` object that holds the return value of the 2025-07-24T04:20:26.8033220Z ``callback`` and will be marked as completed when the given 2025-07-24T04:20:26.8033460Z ``callback`` finishes. 2025-07-24T04:20:26.8033570Z 2025-07-24T04:20:26.8033670Z .. note:: Note that if the callback function throws, either 2025-07-24T04:20:26.8033970Z through the original future being completed with an exception and 2025-07-24T04:20:26.8034280Z calling ``fut.wait()``, or through other code in the callback, the 2025-07-24T04:20:26.8034610Z future returned by ``then`` will be marked appropriately with the 2025-07-24T04:20:26.8034930Z encountered error. However, if this callback later completes 2025-07-24T04:20:26.8035280Z additional futures, those futures are not marked as completed with 2025-07-24T04:20:26.8035610Z an error and the user is responsible for handling completion/waiting 2025-07-24T04:20:26.8035860Z on those futures independently. 2025-07-24T04:20:26.8035990Z 2025-07-24T04:20:26.8036090Z Example:: 2025-07-24T04:20:26.8036160Z 2025-07-24T04:20:26.8036260Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_FUTURES) 2025-07-24T04:20:26.8036480Z >>> def callback(fut): 2025-07-24T04:20:26.8036670Z ... print(f"RPC return value is {fut.wait()}.") 2025-07-24T04:20:26.8036900Z >>> fut = torch.futures.Future() 2025-07-24T04:20:26.8037140Z >>> # The inserted callback will print the return value when 2025-07-24T04:20:26.8037400Z >>> # receiving the response from "worker1" 2025-07-24T04:20:26.8037610Z >>> cb_fut = fut.then(callback) 2025-07-24T04:20:26.8037790Z >>> chain_cb_fut = cb_fut.then( 2025-07-24T04:20:26.8038010Z ... lambda x : print(f"Chained cb done. {x.wait()}") 2025-07-24T04:20:26.8038220Z ... ) 2025-07-24T04:20:26.8038340Z >>> fut.set_result(5) 2025-07-24T04:20:26.8038510Z RPC return value is 5. 2025-07-24T04:20:26.8038670Z Chained cb done. None 2025-07-24T04:20:26.8038770Z 2025-07-24T04:20:26.8038930Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.9263960Z 2025-07-24T04:20:26.9264590Z msg = Cannot scrape callname=Future.set_result in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/futures/__init__.py line=211. 2025-07-24T04:20:26.9265250Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.9265500Z 2025-07-24T04:20:26.9265640Z Set the result for this ``Future``, which will mark this ``Future`` as 2025-07-24T04:20:26.9265990Z completed and trigger all attached callbacks. Note that a ``Future`` 2025-07-24T04:20:26.9266260Z cannot be marked completed twice. 2025-07-24T04:20:26.9266390Z 2025-07-24T04:20:26.9266530Z If the result contains tensors that reside on GPUs, this method can be 2025-07-24T04:20:26.9266870Z called even if the asynchronous kernels that are populating those 2025-07-24T04:20:26.9267210Z tensors haven't yet completed running on the device, provided that the 2025-07-24T04:20:26.9267550Z streams on which those kernels were enqueued are set as the current ones 2025-07-24T04:20:26.9268080Z when this method is called. Put simply, it's safe to call this method 2025-07-24T04:20:26.9268410Z immediately after launching those kernels, without any additional 2025-07-24T04:20:26.9268780Z synchronization, as long as one doesn't change streams in between. This 2025-07-24T04:20:26.9269120Z method will record events on all the relevant current streams and will 2025-07-24T04:20:26.9269450Z use them to ensure proper scheduling for all the consumers of this 2025-07-24T04:20:26.9269700Z ``Future``. 2025-07-24T04:20:26.9269770Z 2025-07-24T04:20:26.9269810Z Args: 2025-07-24T04:20:26.9269990Z result (object): the result object of this ``Future``. 2025-07-24T04:20:26.9270160Z 2025-07-24T04:20:26.9270220Z Example:: 2025-07-24T04:20:26.9270390Z 2025-07-24T04:20:26.9270480Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_FUTURES) 2025-07-24T04:20:26.9270700Z >>> import threading 2025-07-24T04:20:26.9270850Z >>> import time 2025-07-24T04:20:26.9271010Z >>> def slow_set_future(fut, value): 2025-07-24T04:20:26.9271200Z ... time.sleep(0.5) 2025-07-24T04:20:26.9271370Z ... fut.set_result(value) 2025-07-24T04:20:26.9271550Z >>> fut = torch.futures.Future() 2025-07-24T04:20:26.9271730Z >>> t = threading.Thread( 2025-07-24T04:20:26.9271900Z ... target=slow_set_future, 2025-07-24T04:20:26.9272080Z ... args=(fut, torch.ones(2) * 3) 2025-07-24T04:20:26.9272260Z ... ) 2025-07-24T04:20:26.9272410Z >>> t.start() 2025-07-24T04:20:26.9272550Z >>> print(fut.wait()) 2025-07-24T04:20:26.9272710Z tensor([3., 3.]) 2025-07-24T04:20:26.9272840Z >>> t.join() 2025-07-24T04:20:26.9272920Z 2025-07-24T04:20:26.9273160Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.9273390Z 2025-07-24T04:20:26.9273760Z msg = Cannot scrape callname=compile_shader in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/mps/__init__.py line=145. 2025-07-24T04:20:26.9274360Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.9274720Z Compiles compute shader from source and allows one to invoke kernels 2025-07-24T04:20:26.9275010Z defined there from the comfort of Python runtime 2025-07-24T04:20:26.9275220Z Example:: 2025-07-24T04:20:26.9275290Z 2025-07-24T04:20:26.9275380Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_MPS) 2025-07-24T04:20:26.9275600Z >>> lib = torch.mps.compile_shader( 2025-07-24T04:20:26.9275990Z ... "kernel void full(device float* out, constant float& val, uint idx [[thread_position_in_grid]]) { out[idx] = val; }" 2025-07-24T04:20:26.9276330Z ... ) 2025-07-24T04:20:26.9276480Z >>> x = torch.zeros(16, device="mps") 2025-07-24T04:20:26.9276670Z >>> lib.full(x, 3.14) 2025-07-24T04:20:26.9276820Z 2025-07-24T04:20:26.9277030Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.9277250Z 2025-07-24T04:20:26.9277690Z msg = Cannot scrape callname=compute_required_storage_length in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_prims_common/__init__.py line=1848. 2025-07-24T04:20:26.9278350Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:26.9278710Z Computes the minimum storage size to hold the given tensor geometry. 2025-07-24T04:20:26.9278910Z 2025-07-24T04:20:26.9278960Z Example 2025-07-24T04:20:26.9279080Z ======= 2025-07-24T04:20:26.9279140Z 2025-07-24T04:20:26.9279290Z This is the size of a newly allocated tensor's storage, in units of elements 2025-07-24T04:20:26.9279500Z 2025-07-24T04:20:26.9279560Z >>> t = torch.empty((10, 20)) 2025-07-24T04:20:26.9279830Z >>> compute_required_storage_length(t.shape, t.stride(), t.storage_offset()) 2025-07-24T04:20:26.9280090Z 200 2025-07-24T04:20:26.9280150Z 2025-07-24T04:20:26.9280210Z >>> # xdoctest: +SKIP(failing) 2025-07-24T04:20:26.9280450Z >>> t2 = torch.empty_strided((1, 2, 3), (5, 7, 11)) 2025-07-24T04:20:26.9280680Z >>> size = compute_required_storage_length( 2025-07-24T04:20:26.9280900Z ... t2.shape, t2.stride(), t2.storage_offset() 2025-07-24T04:20:26.9281090Z ... ) 2025-07-24T04:20:26.9281210Z >>> size == t.storage().size() 2025-07-24T04:20:26.9281370Z True 2025-07-24T04:20:26.9281440Z 2025-07-24T04:20:26.9281560Z A valid tensor may have a larger storage size, but never smaller 2025-07-24T04:20:26.9281750Z 2025-07-24T04:20:26.9281820Z >>> slice = torch.empty(100)[20:40] 2025-07-24T04:20:26.9282010Z >>> slice.storage().size() 2025-07-24T04:20:26.9282190Z 100 2025-07-24T04:20:26.9282260Z 2025-07-24T04:20:26.9282370Z >>> compute_required_storage_length( 2025-07-24T04:20:26.9282610Z ... slice.shape, slice.stride(), slice.storage_offset() 2025-07-24T04:20:26.9282830Z ... ) 2025-07-24T04:20:26.9282940Z 40 2025-07-24T04:20:26.9283010Z 2025-07-24T04:20:26.9283050Z 2025-07-24T04:20:26.9283260Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:26.9283480Z 2025-07-24T04:20:26.9283830Z msg = Cannot scrape callname=cudart in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/cuda/__init__.py line=434. 2025-07-24T04:20:26.9284420Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:26.9284730Z Retrieves the CUDA runtime API module. 2025-07-24T04:20:26.9284870Z 2025-07-24T04:20:26.9284880Z 2025-07-24T04:20:26.9285030Z This function initializes the CUDA runtime environment if it is not already 2025-07-24T04:20:26.9285420Z initialized and returns the CUDA runtime API module (_cudart). The CUDA 2025-07-24T04:20:26.9285780Z runtime API module provides access to various CUDA runtime functions. 2025-07-24T04:20:26.9285980Z 2025-07-24T04:20:26.9286030Z Args: 2025-07-24T04:20:26.9286140Z ``None`` 2025-07-24T04:20:26.9286220Z 2025-07-24T04:20:26.9286270Z Returns: 2025-07-24T04:20:26.9286440Z module: The CUDA runtime API module (_cudart). 2025-07-24T04:20:26.9286590Z 2025-07-24T04:20:26.9286640Z Raises: 2025-07-24T04:20:26.9286840Z RuntimeError: If CUDA cannot be re-initialized in a forked subprocess. 2025-07-24T04:20:26.9287260Z AssertionError: If PyTorch is not compiled with CUDA support or if libcudart functions are unavailable. 2025-07-24T04:20:26.9287550Z 2025-07-24T04:20:26.9287630Z Example of CUDA operations with profiling: 2025-07-24T04:20:26.9287830Z >>> import torch 2025-07-24T04:20:26.9288020Z >>> from torch.cuda import cudart, check_error 2025-07-24T04:20:26.9288210Z >>> import os 2025-07-24T04:20:26.9288350Z >>> 2025-07-24T04:20:26.9288480Z >>> os.environ["CUDA_PROFILE"] = "1" 2025-07-24T04:20:26.9288660Z >>> 2025-07-24T04:20:26.9288820Z >>> def perform_cuda_operations_with_streams(): 2025-07-24T04:20:26.9289040Z >>> stream = torch.cuda.Stream() 2025-07-24T04:20:26.9289250Z >>> with torch.cuda.stream(stream): 2025-07-24T04:20:26.9289470Z >>> x = torch.randn(100, 100, device='cuda') 2025-07-24T04:20:26.9289690Z >>> y = torch.randn(100, 100, device='cuda') 2025-07-24T04:20:26.9289900Z >>> z = torch.mul(x, y) 2025-07-24T04:20:26.9290070Z >>> return z 2025-07-24T04:20:26.9290210Z >>> 2025-07-24T04:20:26.9290350Z >>> torch.cuda.synchronize() 2025-07-24T04:20:26.9290550Z >>> print("====== Start nsys profiling ======") 2025-07-24T04:20:26.9290790Z >>> check_error(cudart().cudaProfilerStart()) 2025-07-24T04:20:26.9291030Z >>> with torch.autograd.profiler.emit_nvtx(): 2025-07-24T04:20:26.9291270Z >>> result = perform_cuda_operations_with_streams() 2025-07-24T04:20:26.9291510Z >>> print("CUDA operations completed.") 2025-07-24T04:20:26.9291760Z >>> check_error(torch.cuda.cudart().cudaProfilerStop()) 2025-07-24T04:20:26.9292060Z >>> print("====== End nsys profiling ======") 2025-07-24T04:20:26.9292210Z 2025-07-24T04:20:26.9292340Z To run this example and save the profiling information, execute: 2025-07-24T04:20:26.9292750Z >>> $ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py 2025-07-24T04:20:26.9293030Z 2025-07-24T04:20:26.9293180Z This command profiles the CUDA operations in the provided script and saves 2025-07-24T04:20:26.9293520Z the profiling information to a file named `trace_name.prof`. 2025-07-24T04:20:26.9293850Z The `--profile-from-start off` option ensures that profiling starts only 2025-07-24T04:20:26.9294160Z after the `cudaProfilerStart` call in the script. 2025-07-24T04:20:26.9294490Z The `--csv` and `--print-summary` options format the profiling output as a 2025-07-24T04:20:26.9294770Z CSV file and print a summary, respectively. 2025-07-24T04:20:26.9295070Z The `-o` option specifies the output file name, and the `-f` option forces the 2025-07-24T04:20:26.9295380Z overwrite of the output file if it already exists. 2025-07-24T04:20:26.9295590Z 2025-07-24T04:20:26.9296030Z Original Error: SyntaxError('invalid syntax', ('', 1, 1, '$ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py\n', 1, 2)) 2025-07-24T04:20:26.9296470Z 2025-07-24T04:20:26.9296700Z $ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py 2025-07-24T04:20:26.9297070Z ^ 2025-07-24T04:20:26.9302920Z msg = Cannot scrape callname=is_available in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/accelerator/__init__.py line=48. 2025-07-24T04:20:26.9303550Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:26.9303920Z Check if the current accelerator is available at runtime: it was build, all the 2025-07-24T04:20:26.9304270Z required drivers are available and at least one device is visible. 2025-07-24T04:20:26.9304570Z See :ref:`accelerator` for details. 2025-07-24T04:20:26.9304720Z 2025-07-24T04:20:26.9304760Z Returns: 2025-07-24T04:20:26.9305010Z bool: A boolean indicating if there is an available :ref:`accelerator`. 2025-07-24T04:20:26.9305250Z 2025-07-24T04:20:26.9305400Z .. note:: This API delegates to the device-specific version of `is_available`. 2025-07-24T04:20:26.9305770Z On CUDA, when the environment variable ``PYTORCH_NVML_BASED_CUDA_CHECK=1`` is set, 2025-07-24T04:20:26.9306150Z this function will NOT poison fork. Otherwise, it will. For more details, see 2025-07-24T04:20:26.9306460Z :ref:`multiprocessing-poison-fork-note`. 2025-07-24T04:20:26.9306620Z 2025-07-24T04:20:26.9306670Z Example:: 2025-07-24T04:20:26.9306750Z 2025-07-24T04:20:26.9306910Z >>> assert torch.accelerator.is_available() "No available accelerators detected." 2025-07-24T04:20:26.9307180Z 2025-07-24T04:20:26.9307570Z Original Error: SyntaxError('invalid syntax', ('', 1, 41, 'assert torch.accelerator.is_available() "No available accelerators detected."\n', 1, 78)) 2025-07-24T04:20:26.9307950Z 2025-07-24T04:20:26.9308110Z assert torch.accelerator.is_available() "No available accelerators detected." 2025-07-24T04:20:26.9308400Z ^ 2025-07-24T04:20:26.9308910Z msg = Cannot scrape callname=synchronize in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/accelerator/__init__.py line=194. 2025-07-24T04:20:26.9309500Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:26.9309850Z Wait for all kernels in all streams on the given device to complete. 2025-07-24T04:20:26.9310040Z 2025-07-24T04:20:26.9310090Z Args: 2025-07-24T04:20:26.9310350Z device (:class:`torch.device`, str, int, optional): device for which to synchronize. It must match 2025-07-24T04:20:26.9310790Z the current :ref:`accelerator` device type. If not given, 2025-07-24T04:20:26.9311120Z use :func:`torch.accelerator.current_device_index` by default. 2025-07-24T04:20:26.9311310Z 2025-07-24T04:20:26.9311500Z .. note:: This function is a no-op if the current :ref:`accelerator` is not initialized. 2025-07-24T04:20:26.9311760Z 2025-07-24T04:20:26.9311810Z Example:: 2025-07-24T04:20:26.9311890Z 2025-07-24T04:20:26.9311980Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:26.9312290Z >>> assert torch.accelerator.is_available() "No available accelerators detected." 2025-07-24T04:20:26.9312650Z >>> start_event = torch.Event(enable_timing=True) 2025-07-24T04:20:26.9312880Z >>> end_event = torch.Event(enable_timing=True) 2025-07-24T04:20:26.9313090Z >>> start_event.record() 2025-07-24T04:20:26.9313360Z >>> tensor = torch.randn(100, device=torch.accelerator.current_accelerator()) 2025-07-24T04:20:26.9313630Z >>> sum = torch.sum(tensor) 2025-07-24T04:20:26.9313820Z >>> end_event.record() 2025-07-24T04:20:26.9314000Z >>> torch.accelerator.synchronize() 2025-07-24T04:20:26.9314250Z >>> elapsed_time_ms = start_event.elapsed_time(end_event) 2025-07-24T04:20:26.9314460Z 2025-07-24T04:20:26.9314870Z Original Error: SyntaxError('invalid syntax', ('', 2, 41, 'assert torch.accelerator.is_available() "No available accelerators detected."\n', 2, 78)) 2025-07-24T04:20:26.9315260Z 2025-07-24T04:20:26.9315450Z assert torch.accelerator.is_available() "No available accelerators detected." 2025-07-24T04:20:27.0275590Z ^ 2025-07-24T04:20:27.0276160Z msg = Cannot scrape callname=sum in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/sparse/__init__.py line=202. 2025-07-24T04:20:27.0276770Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.0277120Z Return the sum of each row of the given sparse tensor. 2025-07-24T04:20:27.0277300Z 2025-07-24T04:20:27.0277450Z Returns the sum of each row of the sparse tensor :attr:`input` in the given 2025-07-24T04:20:27.0277790Z dimensions :attr:`dim`. If :attr:`dim` is a list of dimensions, 2025-07-24T04:20:27.0278170Z reduce over all of them. When sum over all ``sparse_dim``, this method 2025-07-24T04:20:27.0278460Z returns a dense tensor instead of a sparse tensor. 2025-07-24T04:20:27.0278630Z 2025-07-24T04:20:27.0278800Z All summed :attr:`dim` are squeezed (see :func:`torch.squeeze`), resulting an output 2025-07-24T04:20:27.0279160Z tensor having :attr:`dim` fewer dimensions than :attr:`input`. 2025-07-24T04:20:27.0279360Z 2025-07-24T04:20:27.0279500Z During backward, only gradients at ``nnz`` locations of :attr:`input` 2025-07-24T04:20:27.0279870Z will propagate back. Note that the gradients of :attr:`input` is coalesced. 2025-07-24T04:20:27.0280090Z 2025-07-24T04:20:27.0280140Z Args: 2025-07-24T04:20:27.0280290Z input (Tensor): the input sparse tensor 2025-07-24T04:20:27.0280620Z dim (int or tuple of ints): a dimension or a list of dimensions to reduce. Default: reduce 2025-07-24T04:20:27.0280910Z over all dims. 2025-07-24T04:20:27.0281180Z dtype (:class:`torch.dtype`, optional): the desired data type of returned Tensor. 2025-07-24T04:20:27.0281470Z Default: dtype of :attr:`input`. 2025-07-24T04:20:27.0281610Z 2025-07-24T04:20:27.0281680Z Example:: 2025-07-24T04:20:27.0281760Z 2025-07-24T04:20:27.0281800Z >>> nnz = 3 2025-07-24T04:20:27.0281940Z >>> dims = [5, 5, 2, 3] 2025-07-24T04:20:27.0282150Z >>> I = torch.cat([torch.randint(0, dims[0], size=(nnz,)), 2025-07-24T04:20:27.0282440Z torch.randint(0, dims[1], size=(nnz,))], 0).reshape(2, nnz) 2025-07-24T04:20:27.0282700Z >>> V = torch.randn(nnz, dims[2], dims[3]) 2025-07-24T04:20:27.0283140Z >>> size = torch.Size(dims) 2025-07-24T04:20:27.0283340Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-07-24T04:20:27.0283580Z >>> S = torch.sparse_coo_tensor(I, V, size) 2025-07-24T04:20:27.0283760Z >>> S 2025-07-24T04:20:27.0283900Z tensor(indices=tensor([[2, 0, 3], 2025-07-24T04:20:27.0284090Z [2, 4, 1]]), 2025-07-24T04:20:27.0284310Z values=tensor([[[-0.6438, -1.6467, 1.4004], 2025-07-24T04:20:27.0284540Z [ 0.3411, 0.0918, -0.2312]], 2025-07-24T04:20:27.0284670Z 2025-07-24T04:20:27.0284750Z [[ 0.5348, 0.0634, -2.0494], 2025-07-24T04:20:27.0285060Z [-0.7125, -1.0646, 2.1844]], 2025-07-24T04:20:27.0285200Z 2025-07-24T04:20:27.0285270Z [[ 0.1276, 0.1874, -0.6334], 2025-07-24T04:20:27.0285480Z [-1.9682, -0.5340, 0.7483]]]), 2025-07-24T04:20:27.0285720Z size=(5, 5, 2, 3), nnz=3, layout=torch.sparse_coo) 2025-07-24T04:20:27.0285870Z 2025-07-24T04:20:27.0285990Z # when sum over only part of sparse_dims, return a sparse tensor 2025-07-24T04:20:27.0286240Z >>> torch.sparse.sum(S, [1, 3]) 2025-07-24T04:20:27.0286440Z tensor(indices=tensor([[0, 2, 3]]), 2025-07-24T04:20:27.0286690Z values=tensor([[-1.4512, 0.4073], 2025-07-24T04:20:27.0286890Z [-0.8901, 0.2017], 2025-07-24T04:20:27.0287090Z [-0.3183, -1.7539]]), 2025-07-24T04:20:27.0287380Z size=(5, 2), nnz=3, layout=torch.sparse_coo) 2025-07-24T04:20:27.0287540Z 2025-07-24T04:20:27.0287640Z # when sum over all sparse dim, return a dense tensor 2025-07-24T04:20:27.0287860Z # with summed dims squeezed 2025-07-24T04:20:27.0288050Z >>> torch.sparse.sum(S, [0, 1, 3]) 2025-07-24T04:20:27.0288240Z tensor([-2.6596, -1.1450]) 2025-07-24T04:20:27.0288400Z 2025-07-24T04:20:27.0288610Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.0288840Z 2025-07-24T04:20:27.0289200Z msg = Cannot scrape callname=vmap in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_functorch/apis.py line=39. 2025-07-24T04:20:27.0289780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.0290010Z 2025-07-24T04:20:27.0290140Z vmap is the vectorizing map; ``vmap(func)`` returns a new function that 2025-07-24T04:20:27.0290470Z maps ``func`` over some dimension of the inputs. Semantically, vmap 2025-07-24T04:20:27.0290790Z pushes the map into PyTorch operations called by ``func``, effectively 2025-07-24T04:20:27.0291060Z vectorizing those operations. 2025-07-24T04:20:27.0291170Z 2025-07-24T04:20:27.0291310Z vmap is useful for handling batch dimensions: one can write a function 2025-07-24T04:20:27.0291640Z ``func`` that runs on examples and then lift it to a function that can 2025-07-24T04:20:27.0291960Z take batches of examples with ``vmap(func)``. vmap can also be used to 2025-07-24T04:20:27.0292260Z compute batched gradients when composed with autograd. 2025-07-24T04:20:27.0292430Z 2025-07-24T04:20:27.0292480Z .. note:: 2025-07-24T04:20:27.0292660Z :func:`torch.vmap` is aliased to :func:`torch.func.vmap` for 2025-07-24T04:20:27.0292910Z convenience. Use whichever one you'd like. 2025-07-24T04:20:27.0293070Z 2025-07-24T04:20:27.0293110Z Args: 2025-07-24T04:20:27.0293300Z func (function): A Python function that takes one or more arguments. 2025-07-24T04:20:27.0293560Z Must return one or more Tensors. 2025-07-24T04:20:27.0293820Z in_dims (int or nested structure): Specifies which dimension of the 2025-07-24T04:20:27.0294120Z inputs should be mapped over. ``in_dims`` should have a 2025-07-24T04:20:27.0294410Z structure like the inputs. If the ``in_dim`` for a particular 2025-07-24T04:20:27.0294750Z input is None, then that indicates there is no map dimension. 2025-07-24T04:20:27.0294980Z Default: 0. 2025-07-24T04:20:27.0295190Z out_dims (int or Tuple[int]): Specifies where the mapped dimension 2025-07-24T04:20:27.0295490Z should appear in the outputs. If ``out_dims`` is a Tuple, then 2025-07-24T04:20:27.0295770Z it should have one element per output. Default: 0. 2025-07-24T04:20:27.0296040Z randomness (str): Specifies whether the randomness in this 2025-07-24T04:20:27.0296350Z vmap should be the same or different across batches. If 'different', 2025-07-24T04:20:27.0296670Z the randomness for each batch will be different. If 'same', the 2025-07-24T04:20:27.0297040Z randomness will be the same across batches. If 'error', any calls to 2025-07-24T04:20:27.0297370Z random functions will error. Default: 'error'. WARNING: this flag 2025-07-24T04:20:27.0297690Z only applies to random PyTorch operations and does not apply to 2025-07-24T04:20:27.0297960Z Python's random module or numpy randomness. 2025-07-24T04:20:27.0298250Z chunk_size (None or int): If None (default), apply a single vmap over inputs. 2025-07-24T04:20:27.0298590Z If not None, then compute the vmap :attr:`chunk_size` samples at a time. 2025-07-24T04:20:27.0298950Z Note that :attr:`chunk_size=1` is equivalent to computing the vmap with a for-loop. 2025-07-24T04:20:27.0299380Z If you run into memory issues computing the vmap, please try a non-None chunk_size. 2025-07-24T04:20:27.0299610Z 2025-07-24T04:20:27.0299660Z Returns: 2025-07-24T04:20:27.0299880Z Returns a new "batched" function. It takes the same inputs as 2025-07-24T04:20:27.0300180Z ``func``, except each input has an extra dimension at the index 2025-07-24T04:20:27.0300480Z specified by ``in_dims``. It takes returns the same outputs as 2025-07-24T04:20:27.0300780Z ``func``, except each output has an extra dimension at the index 2025-07-24T04:20:27.0301020Z specified by ``out_dims``. 2025-07-24T04:20:27.0301130Z 2025-07-24T04:20:27.0301180Z .. warning: 2025-07-24T04:20:27.0301380Z :func:`vmap` works best with functional-style code. Please do not 2025-07-24T04:20:27.0301680Z perform any side-effects in ``func``, with the exception of 2025-07-24T04:20:27.0302010Z in-place PyTorch operations. Examples of side-effects include mutating 2025-07-24T04:20:27.0302350Z Python data structures and assigning values to variables not captured 2025-07-24T04:20:27.0302600Z in ``func``. 2025-07-24T04:20:27.0302690Z 2025-07-24T04:20:27.0302830Z One example of using :func:`vmap` is to compute batched dot products. PyTorch 2025-07-24T04:20:27.0303190Z doesn't provide a batched ``torch.dot`` API; instead of unsuccessfully 2025-07-24T04:20:27.0303520Z rummaging through docs, use :func:`vmap` to construct a new function. 2025-07-24T04:20:27.0303720Z 2025-07-24T04:20:27.0303780Z >>> torch.dot # [D], [D] -> [] 2025-07-24T04:20:27.0304030Z >>> batched_dot = torch.func.vmap(torch.dot) # [N, D], [N, D] -> [N] 2025-07-24T04:20:27.0304300Z >>> x, y = torch.randn(2, 5), torch.randn(2, 5) 2025-07-24T04:20:27.0304500Z >>> batched_dot(x, y) 2025-07-24T04:20:27.0304610Z 2025-07-24T04:20:27.0304750Z :func:`vmap` can be helpful in hiding batch dimensions, leading to a simpler 2025-07-24T04:20:27.0305010Z model authoring experience. 2025-07-24T04:20:27.0305120Z 2025-07-24T04:20:27.0305190Z >>> batch_size, feature_size = 3, 5 2025-07-24T04:20:27.0305430Z >>> weights = torch.randn(feature_size, requires_grad=True) 2025-07-24T04:20:27.0305640Z >>> 2025-07-24T04:20:27.0305760Z >>> def model(feature_vec): 2025-07-24T04:20:27.0305950Z >>> # Very simple linear model with activation 2025-07-24T04:20:27.0306170Z >>> return feature_vec.dot(weights).relu() 2025-07-24T04:20:27.0306360Z >>> 2025-07-24T04:20:27.0306510Z >>> examples = torch.randn(batch_size, feature_size) 2025-07-24T04:20:27.0306740Z >>> result = torch.vmap(model)(examples) 2025-07-24T04:20:27.0306930Z 2025-07-24T04:20:27.0307080Z :func:`vmap` can also help vectorize computations that were previously difficult 2025-07-24T04:20:27.0307450Z or impossible to batch. One example is higher-order gradient computation. 2025-07-24T04:20:27.0307810Z The PyTorch autograd engine computes vjps (vector-Jacobian products). 2025-07-24T04:20:27.0308160Z Computing a full Jacobian matrix for some function f: R^N -> R^N usually 2025-07-24T04:20:27.0308530Z requires N calls to ``autograd.grad``, one per Jacobian row. Using :func:`vmap`, 2025-07-24T04:20:27.0308910Z we can vectorize the whole computation, computing the Jacobian in a single 2025-07-24T04:20:27.0309180Z call to ``autograd.grad``. 2025-07-24T04:20:27.0309340Z 2025-07-24T04:20:27.0309390Z >>> # Setup 2025-07-24T04:20:27.0309520Z >>> N = 5 2025-07-24T04:20:27.0309650Z >>> f = lambda x: x**2 2025-07-24T04:20:27.0309830Z >>> x = torch.randn(N, requires_grad=True) 2025-07-24T04:20:27.0310030Z >>> y = f(x) 2025-07-24T04:20:27.0310170Z >>> I_N = torch.eye(N) 2025-07-24T04:20:27.0310310Z >>> 2025-07-24T04:20:27.0310440Z >>> # Sequential approach 2025-07-24T04:20:27.0310690Z >>> jacobian_rows = [torch.autograd.grad(y, x, v, retain_graph=True)[0] 2025-07-24T04:20:27.0310970Z >>> for v in I_N.unbind()] 2025-07-24T04:20:27.0311180Z >>> jacobian = torch.stack(jacobian_rows) 2025-07-24T04:20:27.0311400Z >>> 2025-07-24T04:20:27.0311550Z >>> # vectorized gradient computation 2025-07-24T04:20:27.0311730Z >>> def get_vjp(v): 2025-07-24T04:20:27.0311940Z >>> return torch.autograd.grad(y, x, v) 2025-07-24T04:20:27.0312160Z >>> jacobian = torch.vmap(get_vjp)(I_N) 2025-07-24T04:20:27.0312300Z 2025-07-24T04:20:27.0312460Z :func:`vmap` can also be nested, producing an output with multiple batched dimensions 2025-07-24T04:20:27.0312690Z 2025-07-24T04:20:27.0312750Z >>> torch.dot # [D], [D] -> [] 2025-07-24T04:20:27.0312930Z >>> batched_dot = torch.vmap( 2025-07-24T04:20:27.0313110Z ... torch.vmap(torch.dot) 2025-07-24T04:20:27.0313300Z ... ) # [N1, N0, D], [N1, N0, D] -> [N1, N0] 2025-07-24T04:20:27.0313520Z >>> x, y = torch.randn(2, 3, 5), torch.randn(2, 3, 5) 2025-07-24T04:20:27.0313750Z >>> batched_dot(x, y) # tensor of size [2, 3] 2025-07-24T04:20:27.0313890Z 2025-07-24T04:20:27.0314050Z If the inputs are not batched along the first dimension, ``in_dims`` specifies 2025-07-24T04:20:27.0314350Z the dimension that each inputs are batched along as 2025-07-24T04:20:27.0314510Z 2025-07-24T04:20:27.0314570Z >>> torch.dot # [N], [N] -> [] 2025-07-24T04:20:27.0314830Z >>> batched_dot = torch.vmap(torch.dot, in_dims=1) # [N, D], [N, D] -> [D] 2025-07-24T04:20:27.0315110Z >>> x, y = torch.randn(2, 5), torch.randn(2, 5) 2025-07-24T04:20:27.0315300Z >>> batched_dot( 2025-07-24T04:20:27.0315440Z ... x, y 2025-07-24T04:20:27.0315630Z ... ) # output is [5] instead of [2] if batched along the 0th dimension 2025-07-24T04:20:27.0315830Z 2025-07-24T04:20:27.0315980Z If there are multiple inputs each of which is batched along different dimensions, 2025-07-24T04:20:27.0316330Z ``in_dims`` must be a tuple with the batch dimension for each input as 2025-07-24T04:20:27.0316530Z 2025-07-24T04:20:27.0316580Z >>> torch.dot # [D], [D] -> [] 2025-07-24T04:20:27.0316850Z >>> batched_dot = torch.vmap(torch.dot, in_dims=(0, None)) # [N, D], [D] -> [N] 2025-07-24T04:20:27.0317130Z >>> x, y = torch.randn(2, 5), torch.randn(5) 2025-07-24T04:20:27.0317320Z >>> batched_dot( 2025-07-24T04:20:27.0317460Z ... x, y 2025-07-24T04:20:27.0317660Z ... ) # second arg doesn't have a batch dim because in_dim[1] was None 2025-07-24T04:20:27.0317840Z 2025-07-24T04:20:27.0317990Z If the input is a Python struct, ``in_dims`` must be a tuple containing a struct 2025-07-24T04:20:27.0318260Z matching the shape of the input: 2025-07-24T04:20:27.0318390Z 2025-07-24T04:20:27.0318470Z >>> f = lambda dict: torch.dot(dict["x"], dict["y"]) 2025-07-24T04:20:27.0318740Z >>> x, y = torch.randn(2, 5), torch.randn(5) 2025-07-24T04:20:27.0318940Z >>> input = {"x": x, "y": y} 2025-07-24T04:20:27.0319160Z >>> batched_dot = torch.vmap(f, in_dims=({"x": 0, "y": None},)) 2025-07-24T04:20:27.0319390Z >>> batched_dot(input) 2025-07-24T04:20:27.0319500Z 2025-07-24T04:20:27.0319670Z By default, the output is batched along the first dimension. However, it can be batched 2025-07-24T04:20:27.0319970Z along any dimension by using ``out_dims`` 2025-07-24T04:20:27.0320110Z 2025-07-24T04:20:27.0320160Z >>> f = lambda x: x**2 2025-07-24T04:20:27.0320320Z >>> x = torch.randn(2, 5) 2025-07-24T04:20:27.0320510Z >>> batched_pow = torch.vmap(f, out_dims=1) 2025-07-24T04:20:27.0320740Z >>> batched_pow(x) # [5, 2] 2025-07-24T04:20:27.0320860Z 2025-07-24T04:20:27.0321030Z For any function that uses kwargs, the returned function will not batch the kwargs but will 2025-07-24T04:20:27.0321320Z accept kwargs 2025-07-24T04:20:27.0321410Z 2025-07-24T04:20:27.0321470Z >>> x = torch.randn([2, 5]) 2025-07-24T04:20:27.0321630Z >>> def fn(x, scale=4.): 2025-07-24T04:20:27.0321790Z >>> return x * scale 2025-07-24T04:20:27.0321940Z >>> 2025-07-24T04:20:27.0322060Z >>> batched_pow = torch.vmap(fn) 2025-07-24T04:20:27.0322270Z >>> assert torch.allclose(batched_pow(x), x * 4) 2025-07-24T04:20:27.0322590Z >>> batched_pow(x, scale=x) # scale is not batched, output has shape [2, 2, 5] 2025-07-24T04:20:27.0322800Z 2025-07-24T04:20:27.0322840Z .. note:: 2025-07-24T04:20:27.0323080Z vmap does not provide general autobatching or handle variable-length 2025-07-24T04:20:27.0323340Z sequences out of the box. 2025-07-24T04:20:27.0323460Z 2025-07-24T04:20:27.0323620Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.0323880Z 2025-07-24T04:20:27.0324240Z msg = Cannot scrape callname=grad in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_functorch/apis.py line=306. 2025-07-24T04:20:27.0324820Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.0325190Z ``grad`` operator helps computing gradients of ``func`` with respect to the 2025-07-24T04:20:27.0325530Z input(s) specified by ``argnums``. This operator can be nested to 2025-07-24T04:20:27.0325780Z compute higher-order gradients. 2025-07-24T04:20:27.0325920Z 2025-07-24T04:20:27.0325960Z Args: 2025-07-24T04:20:27.0326160Z func (Callable): A Python function that takes one or more arguments. 2025-07-24T04:20:27.0326520Z Must return a single-element Tensor. If specified ``has_aux`` equals ``True``, 2025-07-24T04:20:27.0326910Z function can return a tuple of single-element Tensor and other auxiliary objects: 2025-07-24T04:20:27.0327200Z ``(output, aux)``. 2025-07-24T04:20:27.0327480Z argnums (int or Tuple[int]): Specifies arguments to compute gradients with respect to. 2025-07-24T04:20:27.0327840Z ``argnums`` can be single integer or tuple of integers. Default: 0. 2025-07-24T04:20:27.0328170Z has_aux (bool): Flag indicating that ``func`` returns a tensor and other 2025-07-24T04:20:27.0328470Z auxiliary objects: ``(output, aux)``. Default: False. 2025-07-24T04:20:27.0328640Z 2025-07-24T04:20:27.0328690Z Returns: 2025-07-24T04:20:27.0328930Z Function to compute gradients with respect to its inputs. By default, the output of 2025-07-24T04:20:27.0329310Z the function is the gradient tensor(s) with respect to the first argument. 2025-07-24T04:20:27.0329690Z If specified ``has_aux`` equals ``True``, tuple of gradients and output auxiliary objects 2025-07-24T04:20:27.0330080Z is returned. If ``argnums`` is a tuple of integers, a tuple of output gradients with 2025-07-24T04:20:27.0330380Z respect to each ``argnums`` value is returned. 2025-07-24T04:20:27.0330540Z 2025-07-24T04:20:27.0330650Z Example of using ``grad``: 2025-07-24T04:20:27.0330760Z 2025-07-24T04:20:27.0330820Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.0330990Z >>> from torch.func import grad 2025-07-24T04:20:27.0331180Z >>> x = torch.randn([]) 2025-07-24T04:20:27.0331370Z >>> cos_x = grad(lambda x: torch.sin(x))(x) 2025-07-24T04:20:27.0331580Z >>> assert torch.allclose(cos_x, x.cos()) 2025-07-24T04:20:27.0331770Z >>> 2025-07-24T04:20:27.0331900Z >>> # Second-order gradients 2025-07-24T04:20:27.0332120Z >>> neg_sin_x = grad(grad(lambda x: torch.sin(x)))(x) 2025-07-24T04:20:27.0332360Z >>> assert torch.allclose(neg_sin_x, -x.sin()) 2025-07-24T04:20:27.0332510Z 2025-07-24T04:20:27.0332720Z When composed with ``vmap``, ``grad`` can be used to compute per-sample-gradients: 2025-07-24T04:20:27.0332990Z 2025-07-24T04:20:27.0333060Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.0339210Z >>> from torch.func import grad, vmap 2025-07-24T04:20:27.0339460Z >>> batch_size, feature_size = 3, 5 2025-07-24T04:20:27.0339640Z >>> 2025-07-24T04:20:27.0339780Z >>> def model(weights, feature_vec): 2025-07-24T04:20:27.0340000Z >>> # Very simple linear model with activation 2025-07-24T04:20:27.0340210Z >>> assert feature_vec.dim() == 1 2025-07-24T04:20:27.0340430Z >>> return feature_vec.dot(weights).relu() 2025-07-24T04:20:27.0340620Z >>> 2025-07-24T04:20:27.0340850Z >>> def compute_loss(weights, example, target): 2025-07-24T04:20:27.0341070Z >>> y = model(weights, example) 2025-07-24T04:20:27.0341350Z >>> return ((y - target) ** 2).mean() # MSELoss 2025-07-24T04:20:27.0341550Z >>> 2025-07-24T04:20:27.0341730Z >>> weights = torch.randn(feature_size, requires_grad=True) 2025-07-24T04:20:27.0342000Z >>> examples = torch.randn(batch_size, feature_size) 2025-07-24T04:20:27.0342230Z >>> targets = torch.randn(batch_size) 2025-07-24T04:20:27.0342440Z >>> inputs = (weights, examples, targets) 2025-07-24T04:20:27.0342730Z >>> grad_weight_per_example = vmap(grad(compute_loss), in_dims=(None, 0, 0))( 2025-07-24T04:20:27.0342990Z ... *inputs 2025-07-24T04:20:27.0343130Z ... ) 2025-07-24T04:20:27.0343210Z 2025-07-24T04:20:27.0343320Z Example of using ``grad`` with ``has_aux`` and ``argnums``: 2025-07-24T04:20:27.0343500Z 2025-07-24T04:20:27.0343550Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.0343730Z >>> from torch.func import grad 2025-07-24T04:20:27.0343920Z >>> def my_loss_func(y, y_pred): 2025-07-24T04:20:27.0344130Z >>> loss_per_sample = (0.5 * y_pred - y) ** 2 2025-07-24T04:20:27.0344350Z >>> loss = loss_per_sample.mean() 2025-07-24T04:20:27.0344570Z >>> return loss, (y_pred, loss_per_sample) 2025-07-24T04:20:27.0344750Z >>> 2025-07-24T04:20:27.0344920Z >>> fn = grad(my_loss_func, argnums=(0, 1), has_aux=True) 2025-07-24T04:20:27.0345140Z >>> y_true = torch.rand(4) 2025-07-24T04:20:27.0345340Z >>> y_preds = torch.rand(4, requires_grad=True) 2025-07-24T04:20:27.0345540Z >>> out = fn(y_true, y_preds) 2025-07-24T04:20:27.0345820Z >>> # > output is ((grads w.r.t y_true, grads w.r.t y_preds), (y_pred, loss_per_sample)) 2025-07-24T04:20:27.0346040Z 2025-07-24T04:20:27.0346100Z .. note:: 2025-07-24T04:20:27.0346280Z Using PyTorch ``torch.no_grad`` together with ``grad``. 2025-07-24T04:20:27.0346450Z 2025-07-24T04:20:27.0346550Z Case 1: Using ``torch.no_grad`` inside a function: 2025-07-24T04:20:27.0346700Z 2025-07-24T04:20:27.0346760Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.0346930Z >>> def f(x): 2025-07-24T04:20:27.0347090Z >>> with torch.no_grad(): 2025-07-24T04:20:27.0347270Z >>> c = x ** 2 2025-07-24T04:20:27.0347440Z >>> return x - c 2025-07-24T04:20:27.0347550Z 2025-07-24T04:20:27.0347670Z In this case, ``grad(f)(x)`` will respect the inner ``torch.no_grad``. 2025-07-24T04:20:27.0347900Z 2025-07-24T04:20:27.0348020Z Case 2: Using ``grad`` inside ``torch.no_grad`` context manager: 2025-07-24T04:20:27.0348200Z 2025-07-24T04:20:27.0348250Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.0348430Z >>> with torch.no_grad(): 2025-07-24T04:20:27.0348610Z >>> grad(f)(x) 2025-07-24T04:20:27.0348720Z 2025-07-24T04:20:27.0348850Z In this case, ``grad`` will respect the inner ``torch.no_grad``, but not the 2025-07-24T04:20:27.0349190Z outer one. This is because ``grad`` is a "function transform": its result 2025-07-24T04:20:27.0349530Z should not depend on the result of a context manager outside of ``f``. 2025-07-24T04:20:27.0349760Z 2025-07-24T04:20:27.0349810Z 2025-07-24T04:20:27.0350030Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.0350240Z 2025-07-24T04:20:27.0350650Z msg = Cannot scrape callname=print_assert_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=286. 2025-07-24T04:20:27.0351270Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.0351490Z 2025-07-24T04:20:27.0351630Z Test if two objects are equal, and print an error message if test fails. 2025-07-24T04:20:27.0351820Z 2025-07-24T04:20:27.0351950Z The test is performed with ``actual == desired``. 2025-07-24T04:20:27.0352100Z 2025-07-24T04:20:27.0352150Z Parameters 2025-07-24T04:20:27.0352260Z ---------- 2025-07-24T04:20:27.0352410Z test_string : str 2025-07-24T04:20:27.0352570Z The message supplied to AssertionError. 2025-07-24T04:20:27.0352760Z actual : object 2025-07-24T04:20:27.0352930Z The object to test for equality against `desired`. 2025-07-24T04:20:27.0353130Z desired : object 2025-07-24T04:20:27.0353270Z The expected result. 2025-07-24T04:20:27.0353370Z 2025-07-24T04:20:27.0353410Z Examples 2025-07-24T04:20:27.0353520Z -------- 2025-07-24T04:20:27.0353650Z >>> np.testing.print_assert_equal( 2025-07-24T04:20:27.0353840Z ... "Test XYZ of func xyz", [0, 1], [0, 1] 2025-07-24T04:20:27.0354030Z ... ) # doctest: +SKIP 2025-07-24T04:20:27.0354180Z >>> np.testing.print_assert_equal( 2025-07-24T04:20:27.0354370Z ... "Test XYZ of func xyz", [0, 1], [0, 2] 2025-07-24T04:20:27.0354560Z ... ) # doctest: +SKIP 2025-07-24T04:20:27.0354710Z Traceback (most recent call last): 2025-07-24T04:20:27.0354870Z ... 2025-07-24T04:20:27.0355010Z AssertionError: Test XYZ of func xyz failed 2025-07-24T04:20:27.0355190Z ACTUAL: 2025-07-24T04:20:27.0355290Z [0, 1] 2025-07-24T04:20:27.0355400Z DESIRED: 2025-07-24T04:20:27.0355510Z [0, 2] 2025-07-24T04:20:27.0355570Z 2025-07-24T04:20:27.0355570Z 2025-07-24T04:20:27.0355720Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.0355950Z 2025-07-24T04:20:27.0356350Z msg = Cannot scrape callname=assert_almost_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=331. 2025-07-24T04:20:27.0356960Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.0357190Z 2025-07-24T04:20:27.0357320Z Raises an AssertionError if two items are not equal up to desired 2025-07-24T04:20:27.0357560Z precision. 2025-07-24T04:20:27.0357630Z 2025-07-24T04:20:27.0357740Z .. note:: It is recommended to use one of `assert_allclose`, 2025-07-24T04:20:27.0358020Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-07-24T04:20:27.0358310Z instead of this function for more consistent floating point 2025-07-24T04:20:27.0358550Z comparisons. 2025-07-24T04:20:27.0358640Z 2025-07-24T04:20:27.0358770Z The test verifies that the elements of `actual` and `desired` satisfy. 2025-07-24T04:20:27.0358970Z 2025-07-24T04:20:27.0359070Z ``abs(desired-actual) < float64(1.5 * 10**(-decimal))`` 2025-07-24T04:20:27.0359280Z 2025-07-24T04:20:27.0359420Z That is a looser test than originally documented, but agrees with what the 2025-07-24T04:20:27.0359770Z actual implementation in `assert_array_almost_equal` did up to rounding 2025-07-24T04:20:27.0360120Z vagaries. An exception is raised at conflicting values. For ndarrays this 2025-07-24T04:20:27.0360390Z delegates to assert_array_almost_equal 2025-07-24T04:20:27.0360520Z 2025-07-24T04:20:27.0360570Z Parameters 2025-07-24T04:20:27.0360690Z ---------- 2025-07-24T04:20:27.0360800Z actual : array_like 2025-07-24T04:20:27.0360940Z The object to check. 2025-07-24T04:20:27.0361090Z desired : array_like 2025-07-24T04:20:27.0361230Z The expected object. 2025-07-24T04:20:27.0361420Z decimal : int, optional 2025-07-24T04:20:27.0361570Z Desired precision, default is 7. 2025-07-24T04:20:27.0361750Z err_msg : str, optional 2025-07-24T04:20:27.0361940Z The error message to be printed in case of failure. 2025-07-24T04:20:27.0362150Z verbose : bool, optional 2025-07-24T04:20:27.0362370Z If True, the conflicting values are appended to the error message. 2025-07-24T04:20:27.0362560Z 2025-07-24T04:20:27.0362610Z Raises 2025-07-24T04:20:27.0362710Z ------ 2025-07-24T04:20:27.0362820Z AssertionError 2025-07-24T04:20:27.0363020Z If actual and desired are not equal up to specified precision. 2025-07-24T04:20:27.0363200Z 2025-07-24T04:20:27.0363240Z See Also 2025-07-24T04:20:27.0363370Z -------- 2025-07-24T04:20:27.0363580Z assert_allclose: Compare two array_like objects for equality with desired 2025-07-24T04:20:27.0363910Z relative and/or absolute precision. 2025-07-24T04:20:27.0364190Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-07-24T04:20:27.0364380Z 2025-07-24T04:20:27.0364430Z Examples 2025-07-24T04:20:27.0364530Z -------- 2025-07-24T04:20:27.0364700Z >>> from torch._numpy.testing import assert_almost_equal 2025-07-24T04:20:27.0364940Z >>> assert_almost_equal(2.3333333333333, 2.33333334) 2025-07-24T04:20:27.0365190Z >>> assert_almost_equal(2.3333333333333, 2.33333334, decimal=10) 2025-07-24T04:20:27.0365430Z Traceback (most recent call last): 2025-07-24T04:20:27.0365590Z ... 2025-07-24T04:20:27.0365700Z AssertionError: 2025-07-24T04:20:27.0365860Z Arrays are not almost equal to 10 decimals 2025-07-24T04:20:27.0366040Z ACTUAL: 2.3333333333333 2025-07-24T04:20:27.0366180Z DESIRED: 2.33333334 2025-07-24T04:20:27.0366270Z 2025-07-24T04:20:27.0366330Z >>> assert_almost_equal( 2025-07-24T04:20:27.0366550Z ... np.array([1.0, 2.3333333333333]), np.array([1.0, 2.33333334]), decimal=9 2025-07-24T04:20:27.0366780Z ... ) 2025-07-24T04:20:27.0366910Z Traceback (most recent call last): 2025-07-24T04:20:27.0367070Z ... 2025-07-24T04:20:27.0367180Z AssertionError: 2025-07-24T04:20:27.0367330Z Arrays are not almost equal to 9 decimals 2025-07-24T04:20:27.0367510Z 2025-07-24T04:20:27.0367640Z Mismatched elements: 1 / 2 (50%) 2025-07-24T04:20:27.0367830Z Max absolute difference: 6.666699636781459e-09 2025-07-24T04:20:27.0368050Z Max relative difference: 2.8571569790287484e-09 2025-07-24T04:20:27.0368270Z x: torch.ndarray([1.0000, 2.3333], dtype=float64) 2025-07-24T04:20:27.0368500Z y: torch.ndarray([1.0000, 2.3333], dtype=float64) 2025-07-24T04:20:27.0368650Z 2025-07-24T04:20:27.0368650Z 2025-07-24T04:20:27.0368800Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.0369020Z 2025-07-24T04:20:27.0369420Z msg = Cannot scrape callname=assert_approx_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=457. 2025-07-24T04:20:27.0370050Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.0370270Z 2025-07-24T04:20:27.0370410Z Raises an AssertionError if two items are not equal up to significant 2025-07-24T04:20:27.0370650Z digits. 2025-07-24T04:20:27.0370710Z 2025-07-24T04:20:27.0370820Z .. note:: It is recommended to use one of `assert_allclose`, 2025-07-24T04:20:27.0371140Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-07-24T04:20:27.0371430Z instead of this function for more consistent floating point 2025-07-24T04:20:27.0371660Z comparisons. 2025-07-24T04:20:27.0371750Z 2025-07-24T04:20:27.0371860Z Given two numbers, check that they are approximately equal. 2025-07-24T04:20:27.0372180Z Approximately equal is defined as the number of significant digits 2025-07-24T04:20:27.0372420Z that agree. 2025-07-24T04:20:27.0372490Z 2025-07-24T04:20:27.0372540Z Parameters 2025-07-24T04:20:27.0372650Z ---------- 2025-07-24T04:20:27.0372760Z actual : scalar 2025-07-24T04:20:27.0372900Z The object to check. 2025-07-24T04:20:27.0373080Z desired : scalar 2025-07-24T04:20:27.0373220Z The expected object. 2025-07-24T04:20:27.0373370Z significant : int, optional 2025-07-24T04:20:27.0373540Z Desired precision, default is 7. 2025-07-24T04:20:27.0373710Z err_msg : str, optional 2025-07-24T04:20:27.0373900Z The error message to be printed in case of failure. 2025-07-24T04:20:27.0374110Z verbose : bool, optional 2025-07-24T04:20:27.0374340Z If True, the conflicting values are appended to the error message. 2025-07-24T04:20:27.0374530Z 2025-07-24T04:20:27.0374570Z Raises 2025-07-24T04:20:27.0374670Z ------ 2025-07-24T04:20:27.0374780Z AssertionError 2025-07-24T04:20:27.0375000Z If actual and desired are not equal up to specified precision. 2025-07-24T04:20:27.0375190Z 2025-07-24T04:20:27.0375230Z See Also 2025-07-24T04:20:27.0375380Z -------- 2025-07-24T04:20:27.0375630Z assert_allclose: Compare two array_like objects for equality with desired 2025-07-24T04:20:27.0375920Z relative and/or absolute precision. 2025-07-24T04:20:27.0376190Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-07-24T04:20:27.0376380Z 2025-07-24T04:20:27.0376430Z Examples 2025-07-24T04:20:27.0376530Z -------- 2025-07-24T04:20:27.0376660Z >>> np.testing.assert_approx_equal( 2025-07-24T04:20:27.0376850Z ... 0.12345677777777e-20, 0.1234567e-20 2025-07-24T04:20:27.0377030Z ... ) # doctest: +SKIP 2025-07-24T04:20:27.0377180Z >>> np.testing.assert_approx_equal( 2025-07-24T04:20:27.0377360Z ... 0.12345670e-20, 2025-07-24T04:20:27.0377510Z ... 0.12345671e-20, # doctest: +SKIP 2025-07-24T04:20:27.0377680Z ... significant=8, 2025-07-24T04:20:27.0377820Z ... ) 2025-07-24T04:20:27.0377940Z >>> np.testing.assert_approx_equal( 2025-07-24T04:20:27.0378110Z ... 0.12345670e-20, 2025-07-24T04:20:27.0378260Z ... 0.12345672e-20, # doctest: +SKIP 2025-07-24T04:20:27.0378440Z ... significant=8, 2025-07-24T04:20:27.0378570Z ... ) 2025-07-24T04:20:27.0378690Z Traceback (most recent call last): 2025-07-24T04:20:27.0378860Z ... 2025-07-24T04:20:27.0378970Z AssertionError: 2025-07-24T04:20:27.0379120Z Items are not equal to 8 significant digits: 2025-07-24T04:20:27.0379310Z ACTUAL: 1.234567e-21 2025-07-24T04:20:27.0379450Z DESIRED: 1.2345672e-21 2025-07-24T04:20:27.0379550Z 2025-07-24T04:20:27.0379640Z the evaluated condition that raises the exception is 2025-07-24T04:20:27.0379800Z 2025-07-24T04:20:27.0379940Z >>> abs(0.12345670e-20 / 1e-21 - 0.12345672e-20 / 1e-21) >= 10 ** -(8 - 1) 2025-07-24T04:20:27.0380160Z True 2025-07-24T04:20:27.0380220Z 2025-07-24T04:20:27.0380220Z 2025-07-24T04:20:27.0380370Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2461320Z 2025-07-24T04:20:27.2461920Z msg = Cannot scrape callname=assert_array_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=744. 2025-07-24T04:20:27.2462580Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2462830Z 2025-07-24T04:20:27.2462970Z Raises an AssertionError if two array_like objects are not equal. 2025-07-24T04:20:27.2463170Z 2025-07-24T04:20:27.2463300Z Given two array_like objects, check that the shape is equal and all 2025-07-24T04:20:27.2463830Z elements of these objects are equal (but see the Notes for the special 2025-07-24T04:20:27.2464200Z handling of a scalar). An exception is raised at shape mismatch or 2025-07-24T04:20:27.2464540Z conflicting values. In contrast to the standard usage in numpy, NaNs 2025-07-24T04:20:27.2464890Z are compared like numbers, no assertion is raised if both objects have 2025-07-24T04:20:27.2465150Z NaNs in the same positions. 2025-07-24T04:20:27.2465270Z 2025-07-24T04:20:27.2465410Z The usual caution for verifying equality with floating point numbers is 2025-07-24T04:20:27.2465660Z advised. 2025-07-24T04:20:27.2465740Z 2025-07-24T04:20:27.2465790Z Parameters 2025-07-24T04:20:27.2466030Z ---------- 2025-07-24T04:20:27.2466150Z x : array_like 2025-07-24T04:20:27.2466290Z The actual object to check. 2025-07-24T04:20:27.2466450Z y : array_like 2025-07-24T04:20:27.2466590Z The desired, expected object. 2025-07-24T04:20:27.2466760Z err_msg : str, optional 2025-07-24T04:20:27.2466950Z The error message to be printed in case of failure. 2025-07-24T04:20:27.2467160Z verbose : bool, optional 2025-07-24T04:20:27.2467390Z If True, the conflicting values are appended to the error message. 2025-07-24T04:20:27.2467640Z strict : bool, optional 2025-07-24T04:20:27.2467850Z If True, raise an AssertionError when either the shape or the data 2025-07-24T04:20:27.2468180Z type of the array_like objects does not match. The special 2025-07-24T04:20:27.2468480Z handling for scalars mentioned in the Notes section is disabled. 2025-07-24T04:20:27.2468670Z 2025-07-24T04:20:27.2468720Z Raises 2025-07-24T04:20:27.2468910Z ------ 2025-07-24T04:20:27.2469020Z AssertionError 2025-07-24T04:20:27.2469180Z If actual and desired objects are not equal. 2025-07-24T04:20:27.2469330Z 2025-07-24T04:20:27.2469380Z See Also 2025-07-24T04:20:27.2469490Z -------- 2025-07-24T04:20:27.2469690Z assert_allclose: Compare two array_like objects for equality with desired 2025-07-24T04:20:27.2469980Z relative and/or absolute precision. 2025-07-24T04:20:27.2470260Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-07-24T04:20:27.2470460Z 2025-07-24T04:20:27.2470500Z Notes 2025-07-24T04:20:27.2470610Z ----- 2025-07-24T04:20:27.2470790Z When one of `x` and `y` is a scalar and the other is array_like, the 2025-07-24T04:20:27.2471110Z function checks that each element of the array_like object is equal to 2025-07-24T04:20:27.2471450Z the scalar. This behaviour can be disabled with the `strict` parameter. 2025-07-24T04:20:27.2471650Z 2025-07-24T04:20:27.2471700Z Examples 2025-07-24T04:20:27.2471810Z -------- 2025-07-24T04:20:27.2471950Z The first assert does not raise an exception: 2025-07-24T04:20:27.2472100Z 2025-07-24T04:20:27.2472170Z >>> np.testing.assert_array_equal( 2025-07-24T04:20:27.2472380Z ... [1.0, 2.33333, np.nan], [np.exp(0), 2.33333, np.nan] 2025-07-24T04:20:27.2472570Z ... ) 2025-07-24T04:20:27.2472630Z 2025-07-24T04:20:27.2472780Z Use `assert_allclose` or one of the nulp (number of floating point values) 2025-07-24T04:20:27.2473050Z functions for these cases instead: 2025-07-24T04:20:27.2473170Z 2025-07-24T04:20:27.2473240Z >>> np.testing.assert_allclose( 2025-07-24T04:20:27.2473480Z ... [1.0, np.pi, np.nan], [1, np.sqrt(np.pi) ** 2, np.nan], rtol=1e-10, atol=0 2025-07-24T04:20:27.2473710Z ... ) 2025-07-24T04:20:27.2473780Z 2025-07-24T04:20:27.2473900Z As mentioned in the Notes section, `assert_array_equal` has special 2025-07-24T04:20:27.2474230Z handling for scalars. Here the test checks that each value in `x` is 3: 2025-07-24T04:20:27.2474430Z 2025-07-24T04:20:27.2474500Z >>> x = np.full((2, 5), fill_value=3) 2025-07-24T04:20:27.2474690Z >>> np.testing.assert_array_equal(x, 3) 2025-07-24T04:20:27.2474830Z 2025-07-24T04:20:27.2474960Z Use `strict` to raise an AssertionError when comparing a scalar with an 2025-07-24T04:20:27.2475200Z array: 2025-07-24T04:20:27.2475260Z 2025-07-24T04:20:27.2475360Z >>> np.testing.assert_array_equal(x, 3, strict=True) 2025-07-24T04:20:27.2475620Z Traceback (most recent call last): 2025-07-24T04:20:27.2475790Z ... 2025-07-24T04:20:27.2475900Z AssertionError: 2025-07-24T04:20:27.2476030Z Arrays are not equal 2025-07-24T04:20:27.2476170Z 2025-07-24T04:20:27.2476290Z (shapes (2, 5), () mismatch) 2025-07-24T04:20:27.2476460Z x: torch.ndarray([[3, 3, 3, 3, 3], 2025-07-24T04:20:27.2476690Z [3, 3, 3, 3, 3]]) 2025-07-24T04:20:27.2476860Z y: torch.ndarray(3) 2025-07-24T04:20:27.2476970Z 2025-07-24T04:20:27.2482730Z The `strict` parameter also ensures that the array data types match: 2025-07-24T04:20:27.2482950Z 2025-07-24T04:20:27.2483010Z >>> x = np.array([2, 2, 2]) 2025-07-24T04:20:27.2483210Z >>> y = np.array([2.0, 2.0, 2.0], dtype=np.float32) 2025-07-24T04:20:27.2483530Z >>> np.testing.assert_array_equal(x, y, strict=True) 2025-07-24T04:20:27.2483750Z Traceback (most recent call last): 2025-07-24T04:20:27.2483910Z ... 2025-07-24T04:20:27.2484030Z AssertionError: 2025-07-24T04:20:27.2484160Z Arrays are not equal 2025-07-24T04:20:27.2484300Z 2025-07-24T04:20:27.2484450Z (dtypes dtype("int64"), dtype("float32") mismatch) 2025-07-24T04:20:27.2484660Z x: torch.ndarray([2, 2, 2]) 2025-07-24T04:20:27.2484830Z y: torch.ndarray([2., 2., 2.]) 2025-07-24T04:20:27.2484940Z 2025-07-24T04:20:27.2485100Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2485320Z 2025-07-24T04:20:27.2485890Z msg = Cannot scrape callname=assert_array_almost_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=851. 2025-07-24T04:20:27.2486540Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2486760Z 2025-07-24T04:20:27.2486890Z Raises an AssertionError if two objects are not equal up to desired 2025-07-24T04:20:27.2487150Z precision. 2025-07-24T04:20:27.2487220Z 2025-07-24T04:20:27.2487340Z .. note:: It is recommended to use one of `assert_allclose`, 2025-07-24T04:20:27.2487630Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-07-24T04:20:27.2487930Z instead of this function for more consistent floating point 2025-07-24T04:20:27.2488160Z comparisons. 2025-07-24T04:20:27.2488260Z 2025-07-24T04:20:27.2488400Z The test verifies identical shapes and that the elements of ``actual`` and 2025-07-24T04:20:27.2488670Z ``desired`` satisfy. 2025-07-24T04:20:27.2488760Z 2025-07-24T04:20:27.2488840Z ``abs(desired-actual) < 1.5 * 10**(-decimal)`` 2025-07-24T04:20:27.2488990Z 2025-07-24T04:20:27.2489130Z That is a looser test than originally documented, but agrees with what the 2025-07-24T04:20:27.2489490Z actual implementation did up to rounding vagaries. An exception is raised 2025-07-24T04:20:27.2489840Z at shape mismatch or conflicting values. In contrast to the standard usage 2025-07-24T04:20:27.2490190Z in numpy, NaNs are compared like numbers, no assertion is raised if both 2025-07-24T04:20:27.2490460Z objects have NaNs in the same positions. 2025-07-24T04:20:27.2490600Z 2025-07-24T04:20:27.2490640Z Parameters 2025-07-24T04:20:27.2490760Z ---------- 2025-07-24T04:20:27.2490880Z x : array_like 2025-07-24T04:20:27.2491010Z The actual object to check. 2025-07-24T04:20:27.2491170Z y : array_like 2025-07-24T04:20:27.2491310Z The desired, expected object. 2025-07-24T04:20:27.2491480Z decimal : int, optional 2025-07-24T04:20:27.2491650Z Desired precision, default is 6. 2025-07-24T04:20:27.2491830Z err_msg : str, optional 2025-07-24T04:20:27.2492020Z The error message to be printed in case of failure. 2025-07-24T04:20:27.2492230Z verbose : bool, optional 2025-07-24T04:20:27.2492460Z If True, the conflicting values are appended to the error message. 2025-07-24T04:20:27.2492650Z 2025-07-24T04:20:27.2492700Z Raises 2025-07-24T04:20:27.2492810Z ------ 2025-07-24T04:20:27.2492920Z AssertionError 2025-07-24T04:20:27.2493120Z If actual and desired are not equal up to specified precision. 2025-07-24T04:20:27.2493350Z 2025-07-24T04:20:27.2493410Z See Also 2025-07-24T04:20:27.2493510Z -------- 2025-07-24T04:20:27.2493720Z assert_allclose: Compare two array_like objects for equality with desired 2025-07-24T04:20:27.2494010Z relative and/or absolute precision. 2025-07-24T04:20:27.2494280Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-07-24T04:20:27.2494480Z 2025-07-24T04:20:27.2494520Z Examples 2025-07-24T04:20:27.2494630Z -------- 2025-07-24T04:20:27.2494770Z the first assert does not raise an exception 2025-07-24T04:20:27.2494920Z 2025-07-24T04:20:27.2495080Z >>> np.testing.assert_array_almost_equal([1.0, 2.333, np.nan], [1.0, 2.333, np.nan]) 2025-07-24T04:20:27.2495340Z 2025-07-24T04:20:27.2495420Z >>> np.testing.assert_array_almost_equal( 2025-07-24T04:20:27.2495650Z ... [1.0, 2.33333, np.nan], [1.0, 2.33339, np.nan], decimal=5 2025-07-24T04:20:27.2495860Z ... ) 2025-07-24T04:20:27.2495990Z Traceback (most recent call last): 2025-07-24T04:20:27.2496150Z ... 2025-07-24T04:20:27.2496200Z AssertionError: 2025-07-24T04:20:27.2496270Z Arrays are not almost equal to 5 decimals 2025-07-24T04:20:27.2496320Z 2025-07-24T04:20:27.2496380Z Mismatched elements: 1 / 3 (33.3%) 2025-07-24T04:20:27.2496460Z Max absolute difference: 5.999999999994898e-05 2025-07-24T04:20:27.2496530Z Max relative difference: 2.5713661239633743e-05 2025-07-24T04:20:27.2496660Z x: torch.ndarray([1.0000, 2.3333, nan], dtype=float64) 2025-07-24T04:20:27.2496760Z y: torch.ndarray([1.0000, 2.3334, nan], dtype=float64) 2025-07-24T04:20:27.2496760Z 2025-07-24T04:20:27.2496880Z >>> np.testing.assert_array_almost_equal( 2025-07-24T04:20:27.2496970Z ... [1.0, 2.33333, np.nan], [1.0, 2.33333, 5], decimal=5 2025-07-24T04:20:27.2497010Z ... ) 2025-07-24T04:20:27.2497080Z Traceback (most recent call last): 2025-07-24T04:20:27.2497120Z ... 2025-07-24T04:20:27.2497170Z AssertionError: 2025-07-24T04:20:27.2497230Z Arrays are not almost equal to 5 decimals 2025-07-24T04:20:27.2497280Z 2025-07-24T04:20:27.2497340Z x and y nan location mismatch: 2025-07-24T04:20:27.2497440Z x: torch.ndarray([1.0000, 2.3333, nan], dtype=float64) 2025-07-24T04:20:27.2497530Z y: torch.ndarray([1.0000, 2.3333, 5.0000], dtype=float64) 2025-07-24T04:20:27.2497530Z 2025-07-24T04:20:27.2497530Z 2025-07-24T04:20:27.2497690Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2497690Z 2025-07-24T04:20:27.2498110Z msg = Cannot scrape callname=clear_and_catch_warnings in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=1848. 2025-07-24T04:20:27.2498270Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2498400Z Context manager that resets warning registry for catching warnings 2025-07-24T04:20:27.2498400Z 2025-07-24T04:20:27.2498550Z Warnings can be slippery, because, whenever a warning is triggered, Python 2025-07-24T04:20:27.2498690Z adds a ``__warningregistry__`` member to the *calling* module. This makes 2025-07-24T04:20:27.2498840Z it impossible to retrigger the warning in this module, whatever you put in 2025-07-24T04:20:27.2498980Z the warnings filters. This context manager accepts a sequence of `modules` 2025-07-24T04:20:27.2499070Z as a keyword argument to its constructor and: 2025-07-24T04:20:27.2499070Z 2025-07-24T04:20:27.2499210Z * stores and removes any ``__warningregistry__`` entries in given `modules` 2025-07-24T04:20:27.2499250Z on entry; 2025-07-24T04:20:27.2499370Z * resets ``__warningregistry__`` to its previous state on exit. 2025-07-24T04:20:27.2499370Z 2025-07-24T04:20:27.2499510Z This makes it possible to trigger any warning afresh inside the context 2025-07-24T04:20:27.2499620Z manager without disturbing the state of warnings outside. 2025-07-24T04:20:27.2499620Z 2025-07-24T04:20:27.2499770Z For compatibility with Python 3.0, please consider all arguments to be 2025-07-24T04:20:27.2499850Z keyword-only. 2025-07-24T04:20:27.2499850Z 2025-07-24T04:20:27.2499910Z Parameters 2025-07-24T04:20:27.2499950Z ---------- 2025-07-24T04:20:27.2500010Z record : bool, optional 2025-07-24T04:20:27.2500120Z Specifies whether warnings should be captured by a custom 2025-07-24T04:20:27.2500270Z implementation of ``warnings.showwarning()`` and be appended to a list 2025-07-24T04:20:27.2500400Z returned by the context manager. Otherwise None is returned by the 2025-07-24T04:20:27.2500540Z context manager. The objects appended to the list are arguments whose 2025-07-24T04:20:27.2500640Z attributes mirror the arguments to ``showwarning()``. 2025-07-24T04:20:27.2500740Z modules : sequence, optional 2025-07-24T04:20:27.2500870Z Sequence of modules for which to reset warnings registry on entry and 2025-07-24T04:20:27.2500990Z restore on exit. To work correctly, all 'ignore' filters should 2025-07-24T04:20:27.2501060Z filter by one of these modules. 2025-07-24T04:20:27.2501060Z 2025-07-24T04:20:27.2501110Z Examples 2025-07-24T04:20:27.2501160Z -------- 2025-07-24T04:20:27.2501210Z >>> import warnings 2025-07-24T04:20:27.2501330Z >>> with np.testing.clear_and_catch_warnings( # doctest: +SKIP 2025-07-24T04:20:27.2501400Z ... modules=[np.core.fromnumeric] 2025-07-24T04:20:27.2501440Z ... ): 2025-07-24T04:20:27.2501530Z ... warnings.simplefilter("always") 2025-07-24T04:20:27.2501680Z ... warnings.filterwarnings("ignore", module="np.core.fromnumeric") 2025-07-24T04:20:27.2501820Z ... # do something that raises a warning but ignore those in 2025-07-24T04:20:27.2501890Z ... # np.core.fromnumeric 2025-07-24T04:20:27.2501930Z 2025-07-24T04:20:27.2502090Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2604090Z 2025-07-24T04:20:27.2604590Z msg = Cannot scrape callname=calculate_gain in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py line=142. 2025-07-24T04:20:27.2604800Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2604940Z Return the recommended gain value for the given nonlinearity function. 2025-07-24T04:20:27.2604940Z 2025-07-24T04:20:27.2605010Z The values are as follows: 2025-07-24T04:20:27.2605010Z 2025-07-24T04:20:27.2605090Z ================= ==================================================== 2025-07-24T04:20:27.2605150Z nonlinearity gain 2025-07-24T04:20:27.2605240Z ================= ==================================================== 2025-07-24T04:20:27.2605300Z Linear / Identity :math:`1` 2025-07-24T04:20:27.2605360Z Conv{1,2,3}D :math:`1` 2025-07-24T04:20:27.2605410Z Sigmoid :math:`1` 2025-07-24T04:20:27.2605480Z Tanh :math:`\frac{5}{3}` 2025-07-24T04:20:27.2605540Z ReLU :math:`\sqrt{2}` 2025-07-24T04:20:27.2605660Z Leaky Relu :math:`\sqrt{\frac{2}{1 + \text{negative\_slope}^2}}` 2025-07-24T04:20:27.2605730Z SELU :math:`\frac{3}{4}` 2025-07-24T04:20:27.2605800Z ================= ==================================================== 2025-07-24T04:20:27.2605810Z 2025-07-24T04:20:27.2605860Z .. warning:: 2025-07-24T04:20:27.2605980Z In order to implement `Self-Normalizing Neural Networks`_ , 2025-07-24T04:20:27.2606140Z you should use ``nonlinearity='linear'`` instead of ``nonlinearity='selu'``. 2025-07-24T04:20:27.2606250Z This gives the initial weights a variance of ``1 / N``, 2025-07-24T04:20:27.2606400Z which is necessary to induce a stable fixed point in the forward pass. 2025-07-24T04:20:27.2606540Z In contrast, the default gain for ``SELU`` sacrifices the normalization 2025-07-24T04:20:27.2606660Z effect for more stable gradient flow in rectangular layers. 2025-07-24T04:20:27.2606740Z 2025-07-24T04:20:27.2606780Z Args: 2025-07-24T04:20:27.2606920Z nonlinearity: the non-linear function (`nn.functional` name) 2025-07-24T04:20:27.2607020Z param: optional parameter for the non-linear function 2025-07-24T04:20:27.2607030Z 2025-07-24T04:20:27.2607080Z Examples: 2025-07-24T04:20:27.2607140Z >>> gain = nn.init.calculate_gain( 2025-07-24T04:20:27.2607210Z ... "leaky_relu", 0.2 2025-07-24T04:20:27.2607290Z ... ) # leaky_relu with negative_slope=0.2 2025-07-24T04:20:27.2607290Z 2025-07-24T04:20:27.2607600Z .. _Self-Normalizing Neural Networks: https://papers.nips.cc/paper/2017/hash/5d44ee6f2c3f71b73125876103c8f6c4-Abstract.html 2025-07-24T04:20:27.2607700Z 2025-07-24T04:20:27.2607860Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2607860Z 2025-07-24T04:20:27.2608310Z msg = Cannot scrape callname=DistributedDataParallel.join in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py line=1766. 2025-07-24T04:20:27.2608480Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2608480Z 2025-07-24T04:20:27.2608620Z Context manager for training with uneven inputs across processes in DDP. 2025-07-24T04:20:27.2608620Z 2025-07-24T04:20:27.2608760Z This context manager will keep track of already-joined DDP processes, 2025-07-24T04:20:27.2608910Z and "shadow" the forward and backward passes by inserting collective 2025-07-24T04:20:27.2609050Z communication operations to match with the ones created by non-joined 2025-07-24T04:20:27.2609220Z DDP processes. This will ensure each collective call has a corresponding 2025-07-24T04:20:27.2609370Z call by already-joined DDP processes, preventing hangs or errors that 2025-07-24T04:20:27.2609490Z would otherwise happen when training with uneven inputs across 2025-07-24T04:20:27.2609630Z processes. Alternatively, if the flag ``throw_on_early_termination`` is 2025-07-24T04:20:27.2609760Z specified to be ``True``, all trainers will throw an error once one rank 2025-07-24T04:20:27.2609890Z runs out of inputs, allowing these errors to be caught and handled 2025-07-24T04:20:27.2609950Z according to application logic. 2025-07-24T04:20:27.2609950Z 2025-07-24T04:20:27.2610080Z Once all DDP processes have joined, the context manager will broadcast 2025-07-24T04:20:27.2610220Z the model corresponding to the last joined process to all processes to 2025-07-24T04:20:27.2610310Z ensure the model is the same across all processes 2025-07-24T04:20:27.2610370Z (which is guaranteed by DDP). 2025-07-24T04:20:27.2610370Z 2025-07-24T04:20:27.2610500Z To use this to enable training with uneven inputs across processes, 2025-07-24T04:20:27.2610640Z simply wrap this context manager around your training loop. No further 2025-07-24T04:20:27.2610750Z modifications to the model or data loading is required. 2025-07-24T04:20:27.2610750Z 2025-07-24T04:20:27.2610800Z .. warning:: 2025-07-24T04:20:27.2610920Z If the model or training loop this context manager is wrapped around 2025-07-24T04:20:27.2611040Z has additional distributed collective operations, such as 2025-07-24T04:20:27.2611150Z ``SyncBatchNorm`` in the model's forward pass, then the flag 2025-07-24T04:20:27.2611280Z ``throw_on_early_termination`` must be enabled. This is because this 2025-07-24T04:20:27.2611410Z context manager is not aware of non-DDP collective communication. 2025-07-24T04:20:27.2611520Z This flag will cause all ranks to throw when any one rank 2025-07-24T04:20:27.2611640Z exhausts inputs, allowing these errors to be caught and recovered 2025-07-24T04:20:27.2611710Z from across all ranks. 2025-07-24T04:20:27.2611710Z 2025-07-24T04:20:27.2611750Z Args: 2025-07-24T04:20:27.2611870Z divide_by_initial_world_size (bool): If ``True``, will divide 2025-07-24T04:20:27.2611990Z gradients by the initial ``world_size`` DDP training was launched 2025-07-24T04:20:27.2612130Z with. If ``False``, will compute the effective world size 2025-07-24T04:20:27.2612250Z (number of ranks that have not depleted their inputs yet) and 2025-07-24T04:20:27.2612340Z divide gradients by that during allreduce. Set 2025-07-24T04:20:27.2612450Z ``divide_by_initial_world_size=True`` to ensure every input 2025-07-24T04:20:27.2612570Z sample including the uneven inputs have equal weight in terms of 2025-07-24T04:20:27.2612680Z how much they contribute to the global gradient. This is 2025-07-24T04:20:27.2612790Z achieved by always dividing the gradient by the initial 2025-07-24T04:20:27.2612910Z ``world_size`` even when we encounter uneven inputs. If you set 2025-07-24T04:20:27.2613040Z this to ``False``, we divide the gradient by the remaining 2025-07-24T04:20:27.2613170Z number of nodes. This ensures parity with training on a smaller 2025-07-24T04:20:27.2613280Z ``world_size`` although it also means the uneven inputs would 2025-07-24T04:20:27.2613400Z contribute more towards the global gradient. Typically, you 2025-07-24T04:20:27.2613520Z would want to set this to ``True`` for cases where the last few 2025-07-24T04:20:27.2613640Z inputs of your training job are uneven. In extreme cases, where 2025-07-24T04:20:27.2613750Z there is a large discrepancy in the number of inputs, setting 2025-07-24T04:20:27.2613880Z this to ``False`` might provide better results. 2025-07-24T04:20:27.2614010Z enable (bool): Whether to enable uneven input detection or not. Pass 2025-07-24T04:20:27.2614140Z in ``enable=False`` to disable in cases where you know that 2025-07-24T04:20:27.2614260Z inputs are even across participating processes. Default is 2025-07-24T04:20:27.2614310Z ``True``. 2025-07-24T04:20:27.2614420Z throw_on_early_termination (bool): Whether to throw an error 2025-07-24T04:20:27.2614530Z or continue training when at least one rank has exhausted 2025-07-24T04:20:27.2614650Z inputs. If ``True``, will throw upon the first rank reaching end 2025-07-24T04:20:27.2614760Z of data. If ``False``, will continue training with a smaller 2025-07-24T04:20:27.2614880Z effective world size until all ranks are joined. Note that if 2025-07-24T04:20:27.2614950Z this flag is specified, then the flag 2025-07-24T04:20:27.2615060Z ``divide_by_initial_world_size`` would be ignored. Default 2025-07-24T04:20:27.2615110Z is ``False``. 2025-07-24T04:20:27.2615110Z 2025-07-24T04:20:27.2615110Z 2025-07-24T04:20:27.2615160Z Example:: 2025-07-24T04:20:27.2615160Z 2025-07-24T04:20:27.2615230Z >>> # xdoctest: +SKIP("Distributed") 2025-07-24T04:20:27.2615280Z >>> import torch 2025-07-24T04:20:27.2615350Z >>> import torch.distributed as dist 2025-07-24T04:20:27.2615390Z >>> import os 2025-07-24T04:20:27.2615460Z >>> import torch.multiprocessing as mp 2025-07-24T04:20:27.2615520Z >>> import torch.nn as nn 2025-07-24T04:20:27.2615580Z >>> # On each spawned worker 2025-07-24T04:20:27.2615640Z >>> def worker(rank): 2025-07-24T04:20:27.2615740Z >>> dist.init_process_group("nccl", rank=rank, world_size=2) 2025-07-24T04:20:27.2615810Z >>> torch.cuda.set_device(rank) 2025-07-24T04:20:27.2615890Z >>> model = nn.Linear(1, 1, bias=False).to(rank) 2025-07-24T04:20:27.2616000Z >>> model = torch.nn.parallel.DistributedDataParallel( 2025-07-24T04:20:27.2616080Z >>> model, device_ids=[rank], output_device=rank 2025-07-24T04:20:27.2616130Z >>> ) 2025-07-24T04:20:27.2616210Z >>> # Rank 1 gets one more input than rank 0. 2025-07-24T04:20:27.2616320Z >>> inputs = [torch.tensor([1]).float() for _ in range(10 + rank)] 2025-07-24T04:20:27.2616390Z >>> with model.join(): 2025-07-24T04:20:27.2616440Z >>> for _ in range(5): 2025-07-24T04:20:27.2616500Z >>> for inp in inputs: 2025-07-24T04:20:27.2616570Z >>> loss = model(inp).sum() 2025-07-24T04:20:27.2616680Z >>> loss.backward() 2025-07-24T04:20:27.2616790Z >>> # Without the join() API, the below synchronization will hang 2025-07-24T04:20:27.2616880Z >>> # blocking for rank 1's allreduce to complete. 2025-07-24T04:20:27.2616960Z >>> torch.cuda.synchronize(device=rank) 2025-07-24T04:20:27.2616960Z 2025-07-24T04:20:27.2617120Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2617120Z 2025-07-24T04:20:27.2617610Z msg = Cannot scrape callname=DistributedDataParallel._register_fused_optim in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py line=2057. 2025-07-24T04:20:27.2617810Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2617810Z 2025-07-24T04:20:27.2617990Z Register an optimizer in DDP to optimize parameter immediately after its gradient reduction. 2025-07-24T04:20:27.2618000Z 2025-07-24T04:20:27.2618130Z Registers an optimizer with DDP such that the optimization for a 2025-07-24T04:20:27.2618250Z parameter will run immediately when that parameter's gradient is 2025-07-24T04:20:27.2618380Z finished with reduction, instead of waiting for all parameters' 2025-07-24T04:20:27.2618500Z gradients to finish reduction. This can result in a training speedup 2025-07-24T04:20:27.2618660Z depending on your workload since the optimizer can run while gradient 2025-07-24T04:20:27.2618800Z reduction for other parameters are still ongoing. In addition, this has 2025-07-24T04:20:27.2618980Z the potential to reduce peak memory consumption during training, as it 2025-07-24T04:20:27.2619100Z only needs to load the per-parameter optimizer states of a single 2025-07-24T04:20:27.2619240Z parameter at a time, instead of loading all per-parameter optimizer 2025-07-24T04:20:27.2619290Z states at once. 2025-07-24T04:20:27.2619290Z 2025-07-24T04:20:27.2619330Z Args: 2025-07-24T04:20:27.2619460Z optim (Type): a ``torch.optim.Optimizer`` class to be registered 2025-07-24T04:20:27.2619510Z as a fused optimizer. 2025-07-24T04:20:27.2619620Z *args (Sequence[Any]): Arguments to forward to `optim`. 2025-07-24T04:20:27.2619750Z optim_params (Optional[Iterable[torch.Tensor]]): Set of parameters 2025-07-24T04:20:27.2619890Z to optimize, similar to `params` argument of traditional `torch.optim` 2025-07-24T04:20:27.2620010Z Optimizers. If this is omitted, all DDP model parameters will be 2025-07-24T04:20:27.2620060Z optimized. 2025-07-24T04:20:27.2620180Z **kwargs: (Dict[str, Any]): Keyword arguments to forward to `optim`. 2025-07-24T04:20:27.2620180Z 2025-07-24T04:20:27.2620230Z .. warning :: 2025-07-24T04:20:27.2620360Z _register_fused_optim should only be called once on a DDP instance, 2025-07-24T04:20:27.2620490Z and registering multiple fused optimizers for the same DDP model 2025-07-24T04:20:27.2620560Z is not currently supported. Please ping 2025-07-24T04:20:27.2620710Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-07-24T04:20:27.2620760Z for your use case. 2025-07-24T04:20:27.2620760Z 2025-07-24T04:20:27.2620810Z .. warning :: 2025-07-24T04:20:27.2620920Z _register_fused_optim and register_comm_hook currently do not 2025-07-24T04:20:27.2621050Z compose together, meaning that custom DDP communication hooks are 2025-07-24T04:20:27.2621160Z not supported with overlapped optimizers. Please ping 2025-07-24T04:20:27.2621300Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-07-24T04:20:27.2621350Z for your use case. 2025-07-24T04:20:27.2621350Z 2025-07-24T04:20:27.2621390Z .. warning :: 2025-07-24T04:20:27.2621540Z Gradient accumulation and DDP `no_sync` are currently not supported 2025-07-24T04:20:27.2621610Z with overlapped optimizer. Please ping 2025-07-24T04:20:27.2621740Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-07-24T04:20:27.2621820Z for your use case. 2025-07-24T04:20:27.2621830Z 2025-07-24T04:20:27.2621880Z Example:: 2025-07-24T04:20:27.2621880Z 2025-07-24T04:20:27.2621960Z >>> # xdoctest: +SKIP("No rendezvous handler") 2025-07-24T04:20:27.2622140Z >>> torch.distributed.init_process_group(backend='nccl', world_size=4, init_method='...') 2025-07-24T04:20:27.2622260Z >>> net = torch.nn.parallel.DistributedDataParallel(model, pg) 2025-07-24T04:20:27.2622320Z >>> lr = 1e-2 2025-07-24T04:20:27.2622370Z >>> betas = (0.9, 0.99) 2025-07-24T04:20:27.2622420Z >>> eps = 1e-6 2025-07-24T04:20:27.2622550Z >>> net._register_fused_optim(torch.optim.Adam, lr, betas=betas, eps=eps) 2025-07-24T04:20:27.2622630Z >>> # Example with subset of parameters 2025-07-24T04:20:27.2622740Z >>> params_to_opt = [list(net.parameters())[0]] 2025-07-24T04:20:27.2622800Z >>> net._register_fused_optim( 2025-07-24T04:20:27.2622940Z ... torch.optim.Adam, lr, optim_params=params_to_opt, betas=betas, eps=eps 2025-07-24T04:20:27.2622990Z ... ) 2025-07-24T04:20:27.2622990Z 2025-07-24T04:20:27.2623150Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2698760Z 2025-07-24T04:20:27.2699330Z msg = Cannot scrape callname=register_parametrization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/parametrize.py line=424. 2025-07-24T04:20:27.2699600Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2699700Z Register a parametrization to a tensor in a module. 2025-07-24T04:20:27.2699700Z 2025-07-24T04:20:27.2699920Z Assume that ``tensor_name="weight"`` for simplicity. When accessing ``module.weight``, 2025-07-24T04:20:27.2700100Z the module will return the parametrized version ``parametrization(module.weight)``. 2025-07-24T04:20:27.2700270Z If the original tensor requires a gradient, the backward pass will differentiate 2025-07-24T04:20:27.2700450Z through :attr:`parametrization`, and the optimizer will update the tensor accordingly. 2025-07-24T04:20:27.2700450Z 2025-07-24T04:20:27.2700650Z The first time that a module registers a parametrization, this function will add an attribute 2025-07-24T04:20:27.2700800Z ``parametrizations`` to the module of type :class:`~ParametrizationList`. 2025-07-24T04:20:27.2700800Z 2025-07-24T04:20:27.2700970Z The list of parametrizations on the tensor ``weight`` will be accessible under 2025-07-24T04:20:27.2701050Z ``module.parametrizations.weight``. 2025-07-24T04:20:27.2701050Z 2025-07-24T04:20:27.2701140Z The original tensor will be accessible under 2025-07-24T04:20:27.2701230Z ``module.parametrizations.weight.original``. 2025-07-24T04:20:27.2701240Z 2025-07-24T04:20:27.2701400Z Parametrizations may be concatenated by registering several parametrizations 2025-07-24T04:20:27.2701460Z on the same attribute. 2025-07-24T04:20:27.2701460Z 2025-07-24T04:20:27.2701620Z The training mode of a registered parametrization is updated on registration 2025-07-24T04:20:27.2701700Z to match the training mode of the host module 2025-07-24T04:20:27.2701700Z 2025-07-24T04:20:27.2701890Z Parametrized parameters and buffers have an inbuilt caching system that can be activated 2025-07-24T04:20:27.2701970Z using the context manager :func:`cached`. 2025-07-24T04:20:27.2701970Z 2025-07-24T04:20:27.2702120Z A :attr:`parametrization` may optionally implement a method with signature 2025-07-24T04:20:27.2702120Z 2025-07-24T04:20:27.2702180Z .. code-block:: python 2025-07-24T04:20:27.2702190Z 2025-07-24T04:20:27.2702330Z def right_inverse(self, X: Tensor) -> Union[Tensor, Sequence[Tensor]] 2025-07-24T04:20:27.2702330Z 2025-07-24T04:20:27.2702490Z This method is called on the unparametrized tensor when the first parametrization 2025-07-24T04:20:27.2702630Z is registered to compute the initial value of the original tensor. 2025-07-24T04:20:27.2702820Z If this method is not implemented, the original tensor will be just the unparametrized tensor. 2025-07-24T04:20:27.2702850Z 2025-07-24T04:20:27.2703050Z If all the parametrizations registered on a tensor implement `right_inverse` it is possible 2025-07-24T04:20:27.2703220Z to initialize a parametrized tensor by assigning to it, as shown in the example below. 2025-07-24T04:20:27.2703220Z 2025-07-24T04:20:27.2703370Z It is possible for the first parametrization to depend on several inputs. 2025-07-24T04:20:27.2703520Z This may be implemented returning a tuple of tensors from ``right_inverse`` 2025-07-24T04:20:27.2703660Z (see the example implementation of a ``RankOne`` parametrization below). 2025-07-24T04:20:27.2703710Z 2025-07-24T04:20:27.2703920Z In this case, the unconstrained tensors are also located under ``module.parametrizations.weight`` 2025-07-24T04:20:27.2704000Z with names ``original0``, ``original1``,... 2025-07-24T04:20:27.2704000Z 2025-07-24T04:20:27.2704040Z .. note:: 2025-07-24T04:20:27.2704050Z 2025-07-24T04:20:27.2704210Z If unsafe=False (default) both the forward and right_inverse methods will be called 2025-07-24T04:20:27.2704300Z once to perform a number of consistency checks. 2025-07-24T04:20:27.2704470Z If unsafe=True, then right_inverse will be called if the tensor is not parametrized, 2025-07-24T04:20:27.2704540Z and nothing will be called otherwise. 2025-07-24T04:20:27.2704540Z 2025-07-24T04:20:27.2704600Z .. note:: 2025-07-24T04:20:27.2704600Z 2025-07-24T04:20:27.2704730Z In most situations, ``right_inverse`` will be a function such that 2025-07-24T04:20:27.2704840Z ``forward(right_inverse(X)) == X`` (see 2025-07-24T04:20:27.2705010Z `right inverse `_). 2025-07-24T04:20:27.2705170Z Sometimes, when the parametrization is not surjective, it may be reasonable 2025-07-24T04:20:27.2705220Z to relax this. 2025-07-24T04:20:27.2705220Z 2025-07-24T04:20:27.2705260Z .. warning:: 2025-07-24T04:20:27.2705270Z 2025-07-24T04:20:27.2705430Z If a parametrization depends on several inputs, :func:`~register_parametrization` 2025-07-24T04:20:27.2705590Z will register a number of new parameters. If such parametrization is registered 2025-07-24T04:20:27.2705750Z after the optimizer is created, these new parameters will need to be added manually 2025-07-24T04:20:27.2705870Z to the optimizer. See :meth:`torch.Optimizer.add_param_group`. 2025-07-24T04:20:27.2705870Z 2025-07-24T04:20:27.2705920Z Args: 2025-07-24T04:20:27.2706050Z module (nn.Module): module on which to register the parametrization 2025-07-24T04:20:27.2706190Z tensor_name (str): name of the parameter or buffer on which to register 2025-07-24T04:20:27.2706240Z the parametrization 2025-07-24T04:20:27.2706370Z parametrization (nn.Module): the parametrization to register 2025-07-24T04:20:27.2706420Z Keyword args: 2025-07-24T04:20:27.2706560Z unsafe (bool): a boolean flag that denotes whether the parametrization 2025-07-24T04:20:27.2706670Z may change the dtype and shape of the tensor. Default: `False` 2025-07-24T04:20:27.2706840Z Warning: the parametrization is not checked for consistency upon registration. 2025-07-24T04:20:27.2706910Z Enable this flag at your own risk. 2025-07-24T04:20:27.2706910Z 2025-07-24T04:20:27.2706960Z Raises: 2025-07-24T04:20:27.2707130Z ValueError: if the module does not have a parameter or a buffer named :attr:`tensor_name` 2025-07-24T04:20:27.2707140Z 2025-07-24T04:20:27.2707190Z Examples: 2025-07-24T04:20:27.2707280Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_LAPACK) 2025-07-24T04:20:27.2707330Z >>> import torch 2025-07-24T04:20:27.2707390Z >>> import torch.nn as nn 2025-07-24T04:20:27.2707470Z >>> import torch.nn.utils.parametrize as P 2025-07-24T04:20:27.2707510Z >>> 2025-07-24T04:20:27.2707600Z >>> class Symmetric(nn.Module): 2025-07-24T04:20:27.2707670Z >>> def forward(self, X): 2025-07-24T04:20:27.2707780Z >>> return X.triu() + X.triu(1).T # Return a symmetric matrix 2025-07-24T04:20:27.2707820Z >>> 2025-07-24T04:20:27.2707890Z >>> def right_inverse(self, A): 2025-07-24T04:20:27.2707940Z >>> return A.triu() 2025-07-24T04:20:27.2707980Z >>> 2025-07-24T04:20:27.2708040Z >>> m = nn.Linear(5, 5) 2025-07-24T04:20:27.2708150Z >>> P.register_parametrization(m, "weight", Symmetric()) 2025-07-24T04:20:27.2708300Z >>> print(torch.allclose(m.weight, m.weight.T)) # m.weight is now symmetric 2025-07-24T04:20:27.2708370Z True 2025-07-24T04:20:27.2708430Z >>> A = torch.rand(5, 5) 2025-07-24T04:20:27.2708500Z >>> A = A + A.T # A is now symmetric 2025-07-24T04:20:27.2708620Z >>> m.weight = A # Initialize the weight to be the symmetric matrix A 2025-07-24T04:20:27.2708700Z >>> print(torch.allclose(m.weight, A)) 2025-07-24T04:20:27.2708740Z True 2025-07-24T04:20:27.2708750Z 2025-07-24T04:20:27.2708810Z >>> class RankOne(nn.Module): 2025-07-24T04:20:27.2708870Z >>> def forward(self, x, y): 2025-07-24T04:20:27.2708960Z >>> # Form a rank 1 matrix multiplying two vectors 2025-07-24T04:20:27.2709040Z >>> return x.unsqueeze(-1) @ y.unsqueeze(-2) 2025-07-24T04:20:27.2709110Z >>> 2025-07-24T04:20:27.2709180Z >>> def right_inverse(self, Z): 2025-07-24T04:20:27.2709260Z >>> # Project Z onto the rank 1 matrices 2025-07-24T04:20:27.2709380Z >>> U, S, Vh = torch.linalg.svd(Z, full_matrices=False) 2025-07-24T04:20:27.2709460Z >>> # Return rescaled singular vectors 2025-07-24T04:20:27.2709530Z >>> s0_sqrt = S[0].sqrt().unsqueeze(-1) 2025-07-24T04:20:27.2709630Z >>> return U[..., :, 0] * s0_sqrt, Vh[..., 0, :] * s0_sqrt 2025-07-24T04:20:27.2709670Z >>> 2025-07-24T04:20:27.2709760Z >>> linear_rank_one = P.register_parametrization( 2025-07-24T04:20:27.2709840Z ... nn.Linear(4, 4), "weight", RankOne() 2025-07-24T04:20:27.2709880Z ... ) 2025-07-24T04:20:27.2710010Z >>> print(torch.linalg.matrix_rank(linear_rank_one.weight).item()) 2025-07-24T04:20:27.2710050Z 1 2025-07-24T04:20:27.2710050Z 2025-07-24T04:20:27.2710100Z 2025-07-24T04:20:27.2710250Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2710250Z 2025-07-24T04:20:27.2710700Z msg = Cannot scrape callname=convert_conv2d_weight_memory_format in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/memory_format.py line=14. 2025-07-24T04:20:27.2710860Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2710990Z Convert ``memory_format`` of ``nn.Conv2d.weight`` to ``memory_format``. 2025-07-24T04:20:27.2711000Z 2025-07-24T04:20:27.2711160Z The conversion recursively applies to nested ``nn.Module``, including ``module``. 2025-07-24T04:20:27.2711330Z Note that it only changes the memory_format, but not the semantics of each dimensions. 2025-07-24T04:20:27.2711490Z This function is used to facilitate the computation to adopt NHWC kernels, which 2025-07-24T04:20:27.2711680Z provides considerable speed up for fp16 data on CUDA devices with compute capability >= 7.0 2025-07-24T04:20:27.2711680Z 2025-07-24T04:20:27.2711720Z .. note:: 2025-07-24T04:20:27.2711870Z Calling ``model.to(memory_format=torch.channels_last)`` is more aggressive 2025-07-24T04:20:27.2712010Z than the utility function ``convert_conv2d_weight_memory_format``. Any 2025-07-24T04:20:27.2712150Z layer with 4d weight will be affected by ``model.to``, which does not 2025-07-24T04:20:27.2712280Z necessarily benefit from conversion to specified ``memory_format``. 2025-07-24T04:20:27.2712460Z One place we are confident in is that NHWC(channels_last) conversion for 2025-07-24T04:20:27.2712590Z convolution in cuDNN, as it is beneficial to run convolution in NHWC, 2025-07-24T04:20:27.2712720Z even in cases where we have to apply permutation to input tensors. 2025-07-24T04:20:27.2712720Z 2025-07-24T04:20:27.2712860Z Hence our strategy here is to convert only the weight of convolution to 2025-07-24T04:20:27.2712930Z channels_last. This ensures that; 2025-07-24T04:20:27.2713060Z 1. Fast convolution kernels will be used, the benefit of which could 2025-07-24T04:20:27.2713210Z outweigh overhead of permutation (if input is not in the same format). 2025-07-24T04:20:27.2713380Z 2. No unnecessary permutations are applied on layers that do not benefit 2025-07-24T04:20:27.2713440Z from memory_format conversion. 2025-07-24T04:20:27.2713450Z 2025-07-24T04:20:27.2713580Z The optimal case is that, layers between convolution layers are channels 2025-07-24T04:20:27.2713730Z last compatible. Input tensor would be permuted to channels last when it 2025-07-24T04:20:27.2713870Z encounters the first convolution layer and stay in that memory format. 2025-07-24T04:20:27.2714010Z Hence following convolutions will not need to permute its input tensor. 2025-07-24T04:20:27.2714010Z 2025-07-24T04:20:27.2714170Z In case where a channels last incompatible layer is between convolution 2025-07-24T04:20:27.2714300Z layers, we need to permute the input tensor back to contiguous format 2025-07-24T04:20:27.2714470Z for that layer. The input tensor will go through the remaining layers in 2025-07-24T04:20:27.2714610Z contiguous format and be permuted to channels last when it encounters 2025-07-24T04:20:27.2714740Z another convolution layer. There's no point in propagating that 2025-07-24T04:20:27.2714880Z permutation to an earlier layer, as most layers are quite agnostic to 2025-07-24T04:20:27.2714930Z ``memory_format``. 2025-07-24T04:20:27.2714930Z 2025-07-24T04:20:27.2715080Z This claim might change when PyTorch supports fusion of permutation, as 2025-07-24T04:20:27.2715210Z there might have been a better spot to fuse the permutation other than 2025-07-24T04:20:27.2715280Z immediately before a convolution. 2025-07-24T04:20:27.2715280Z 2025-07-24T04:20:27.2715330Z Args: 2025-07-24T04:20:27.2715460Z module (nn.Module): ``nn.Conv2d`` & ``nn.ConvTranspose2d`` or container 2025-07-24T04:20:27.2715520Z ``nn.Module`` 2025-07-24T04:20:27.2715610Z memory_format: user specified ``memory_format``, 2025-07-24T04:20:27.2715730Z e.g. ``torch.channels_last`` or ``torch.contiguous_format`` 2025-07-24T04:20:27.2715730Z 2025-07-24T04:20:27.2715770Z Returns: 2025-07-24T04:20:27.2715860Z The original module with updated ``nn.Conv2d`` 2025-07-24T04:20:27.2715860Z 2025-07-24T04:20:27.2715910Z Example: 2025-07-24T04:20:27.2715990Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:27.2716090Z >>> # xdoctest: +REQUIRES(env:CUBLAS_WORKSPACE_CONFIG) 2025-07-24T04:20:27.2716150Z >>> input = torch.randint( 2025-07-24T04:20:27.2716250Z ... 1, 10, (2, 8, 4, 4), dtype=torch.float16, device="cuda" 2025-07-24T04:20:27.2716290Z ... ) 2025-07-24T04:20:27.2716350Z >>> model = nn.Sequential( 2025-07-24T04:20:27.2716420Z >>> nn.Conv2d(8, 4, 3)).cuda().half() 2025-07-24T04:20:27.2716480Z >>> # This is identical to: 2025-07-24T04:20:27.2716630Z >>> # nn.utils.convert_conv2d_weight_memory_format(model, torch.channels_last) 2025-07-24T04:20:27.2716740Z >>> model = nn.utils.convert_conv2d_weight_memory_format( 2025-07-24T04:20:27.2716800Z ... model, torch.channels_last 2025-07-24T04:20:27.2716850Z ... ) 2025-07-24T04:20:27.2716900Z >>> out = model(input) 2025-07-24T04:20:27.2716940Z 2025-07-24T04:20:27.2717130Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2978920Z 2025-07-24T04:20:27.2979600Z msg = Cannot scrape callname=convert_conv3d_weight_memory_format in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/memory_format.py line=93. 2025-07-24T04:20:27.2979870Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2980030Z Convert ``memory_format`` of ``nn.Conv3d.weight`` to ``memory_format`` 2025-07-24T04:20:27.2986090Z The conversion recursively applies to nested ``nn.Module``, including ``module``. 2025-07-24T04:20:27.2986280Z Note that it only changes the memory_format, but not the semantics of each dimensions. 2025-07-24T04:20:27.2986580Z This function is used to facilitate the computation to adopt NHWC kernels, which 2025-07-24T04:20:27.2986770Z provides considerable speed up for fp16 data on CUDA devices with compute capability >= 7.0 2025-07-24T04:20:27.2986780Z 2025-07-24T04:20:27.2986830Z .. note:: 2025-07-24T04:20:27.2986990Z Calling ``model.to(memory_format=torch.channels_last_3d)`` is more aggressive 2025-07-24T04:20:27.2987140Z than the utility function ``convert_conv3d_weight_memory_format``. Any 2025-07-24T04:20:27.2987270Z layer with 4d weight will be affected by ``model.to``, which does not 2025-07-24T04:20:27.2987470Z necessarily benefit from conversion to specified ``memory_format``. 2025-07-24T04:20:27.2987620Z One place we are confident in is that NDHWC(channels_last_3d) conversion for 2025-07-24T04:20:27.2987820Z convolution in cuDNN, as it is beneficial to run convolution in NDHWC, 2025-07-24T04:20:27.2987960Z even in cases where we have to apply permutation to input tensors. 2025-07-24T04:20:27.2987960Z 2025-07-24T04:20:27.2988110Z Hence our strategy here is to convert only the weight of convolution to 2025-07-24T04:20:27.2988180Z channels_last_3d. This ensures that; 2025-07-24T04:20:27.2988320Z 1. Fast convolution kernels will be used, the benefit of which could 2025-07-24T04:20:27.2988460Z outweigh overhead of permutation (if input is not in the same format). 2025-07-24T04:20:27.2988610Z 2. No unnecessary permutations are applied on layers that do not benefit 2025-07-24T04:20:27.2988680Z from memory_format conversion. 2025-07-24T04:20:27.2988680Z 2025-07-24T04:20:27.2988820Z The optimal case is that, layers between convolution layers are channels 2025-07-24T04:20:27.2988970Z last compatible. Input tensor would be permuted to channels last when it 2025-07-24T04:20:27.2989110Z encounters the first convolution layer and stay in that memory format. 2025-07-24T04:20:27.2989260Z Hence following convolutions will not need to permute its input tensor. 2025-07-24T04:20:27.2989260Z 2025-07-24T04:20:27.2989390Z In case where a channels last incompatible layer is between convolution 2025-07-24T04:20:27.2989530Z layers, we need to permute the input tensor back to contiguous format 2025-07-24T04:20:27.2989660Z for that layer. The input tensor will go through the remaining layers in 2025-07-24T04:20:27.2989800Z contiguous format and be permuted to channels last when it encounters 2025-07-24T04:20:27.2989930Z another convolution layer. There's no point in propagating that 2025-07-24T04:20:27.2990070Z permutation to an earlier layer, as most layers are quite agnostic to 2025-07-24T04:20:27.2990120Z ``memory_format``. 2025-07-24T04:20:27.2990120Z 2025-07-24T04:20:27.2990270Z This claim might change when PyTorch supports fusion of permutation, as 2025-07-24T04:20:27.2990410Z there might have been a better spot to fuse the permutation other than 2025-07-24T04:20:27.2990480Z immediately before a convolution. 2025-07-24T04:20:27.2990480Z 2025-07-24T04:20:27.2990520Z Args: 2025-07-24T04:20:27.2990720Z module (nn.Module): ``nn.Conv3d`` & ``nn.ConvTranspose3d`` or container 2025-07-24T04:20:27.2990780Z ``nn.Module`` 2025-07-24T04:20:27.2990870Z memory_format: user specified ``memory_format``, 2025-07-24T04:20:27.2990990Z e.g. ``torch.channels_last`` or ``torch.contiguous_format`` 2025-07-24T04:20:27.2990990Z 2025-07-24T04:20:27.2991040Z Returns: 2025-07-24T04:20:27.2991130Z The original module with updated ``nn.Conv3d`` 2025-07-24T04:20:27.2991130Z 2025-07-24T04:20:27.2991180Z Example: 2025-07-24T04:20:27.2991260Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:27.2991360Z >>> # xdoctest: +REQUIRES(env:CUBLAS_WORKSPACE_CONFIG) 2025-07-24T04:20:27.2991490Z >>> input = torch.randint( 2025-07-24T04:20:27.2991600Z ... 1, 10, (2, 8, 4, 4, 4), dtype=torch.float16, device="cuda" 2025-07-24T04:20:27.2991640Z ... ) 2025-07-24T04:20:27.2991700Z >>> model = nn.Sequential( 2025-07-24T04:20:27.2991780Z >>> nn.Conv3d(8, 4, 3)).cuda().half() 2025-07-24T04:20:27.2991840Z >>> # This is identical to: 2025-07-24T04:20:27.2991990Z >>> # nn.utils.convert_conv3d_weight_memory_format(model, torch.channels_last_3d) 2025-07-24T04:20:27.2992100Z >>> model = nn.utils.convert_conv3d_weight_memory_format( 2025-07-24T04:20:27.2992170Z ... model, torch.channels_last_3d 2025-07-24T04:20:27.2992230Z ... ) 2025-07-24T04:20:27.2992290Z >>> out = model(input) 2025-07-24T04:20:27.2992340Z 2025-07-24T04:20:27.2992530Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2992530Z 2025-07-24T04:20:27.2992920Z msg = Cannot scrape callname=ln_structured in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py line=979. 2025-07-24T04:20:27.2993080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2993270Z Prune tensor by removing channels with the lowest L\ ``n``-norm along the specified dimension. 2025-07-24T04:20:27.2993270Z 2025-07-24T04:20:27.2993410Z Prunes tensor corresponding to parameter called ``name`` in ``module`` 2025-07-24T04:20:27.2993540Z by removing the specified ``amount`` of (currently unpruned) channels 2025-07-24T04:20:27.2993650Z along the specified ``dim`` with the lowest L\ ``n``-norm. 2025-07-24T04:20:27.2993770Z Modifies module in place (and also return the modified module) 2025-07-24T04:20:27.2993820Z by: 2025-07-24T04:20:27.2993820Z 2025-07-24T04:20:27.2993950Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-07-24T04:20:27.2994090Z binary mask applied to the parameter ``name`` by the pruning method. 2025-07-24T04:20:27.2994210Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-07-24T04:20:27.2994340Z original (unpruned) parameter is stored in a new parameter named 2025-07-24T04:20:27.2994400Z ``name+'_orig'``. 2025-07-24T04:20:27.2994400Z 2025-07-24T04:20:27.2994440Z Args: 2025-07-24T04:20:27.2994550Z module (nn.Module): module containing the tensor to prune 2025-07-24T04:20:27.2994670Z name (str): parameter name within ``module`` on which pruning 2025-07-24T04:20:27.2994720Z will act. 2025-07-24T04:20:27.2994820Z amount (int or float): quantity of parameters to prune. 2025-07-24T04:20:27.2994930Z If ``float``, should be between 0.0 and 1.0 and represent the 2025-07-24T04:20:27.2995050Z fraction of parameters to prune. If ``int``, it represents the 2025-07-24T04:20:27.2995140Z absolute number of parameters to prune. 2025-07-24T04:20:27.2995260Z n (int, float, inf, -inf, 'fro', 'nuc'): See documentation of valid 2025-07-24T04:20:27.2995360Z entries for argument ``p`` in :func:`torch.norm`. 2025-07-24T04:20:27.2995490Z dim (int): index of the dim along which we define channels to prune. 2025-07-24T04:20:27.2995670Z importance_scores (torch.Tensor): tensor of importance scores (of same 2025-07-24T04:20:27.2995780Z shape as module parameter) used to compute mask for pruning. 2025-07-24T04:20:27.2995920Z The values in this tensor indicate the importance of the corresponding 2025-07-24T04:20:27.2996000Z elements in the parameter being pruned. 2025-07-24T04:20:27.2996150Z If unspecified or None, the module parameter will be used in its place. 2025-07-24T04:20:27.2996150Z 2025-07-24T04:20:27.2996190Z Returns: 2025-07-24T04:20:27.2996330Z module (nn.Module): modified (i.e. pruned) version of the input module 2025-07-24T04:20:27.2996370Z 2025-07-24T04:20:27.2996410Z Examples: 2025-07-24T04:20:27.2996490Z >>> from torch.nn.utils import prune 2025-07-24T04:20:27.2996550Z >>> m = prune.ln_structured( 2025-07-24T04:20:27.2996670Z ... nn.Conv2d(5, 3, 2), "weight", amount=0.3, dim=1, n=float("-inf") 2025-07-24T04:20:27.2996710Z ... ) 2025-07-24T04:20:27.2996760Z 2025-07-24T04:20:27.2996910Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.2996910Z 2025-07-24T04:20:27.2997390Z msg = Cannot scrape callname=global_unstructured in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py line=1026. 2025-07-24T04:20:27.2997600Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.2997600Z 2025-07-24T04:20:27.2997900Z Globally prunes tensors corresponding to all parameters in ``parameters`` by applying the specified ``pruning_method``. 2025-07-24T04:20:27.2997910Z 2025-07-24T04:20:27.2997970Z Modifies modules in place by: 2025-07-24T04:20:27.2997980Z 2025-07-24T04:20:27.2998110Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-07-24T04:20:27.2998240Z binary mask applied to the parameter ``name`` by the pruning method. 2025-07-24T04:20:27.2998370Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-07-24T04:20:27.2998500Z original (unpruned) parameter is stored in a new parameter named 2025-07-24T04:20:27.2998550Z ``name+'_orig'``. 2025-07-24T04:20:27.2998550Z 2025-07-24T04:20:27.2998590Z Args: 2025-07-24T04:20:27.2998720Z parameters (Iterable of (module, name) tuples): parameters of 2025-07-24T04:20:27.2998840Z the model to prune in a global fashion, i.e. by aggregating all 2025-07-24T04:20:27.2998970Z weights prior to deciding which ones to prune. module must be of 2025-07-24T04:20:27.2999060Z type :class:`nn.Module`, and name must be a string. 2025-07-24T04:20:27.2999200Z pruning_method (function): a valid pruning function from this module, 2025-07-24T04:20:27.2999310Z or a custom one implemented by the user that satisfies the 2025-07-24T04:20:27.2999440Z implementation guidelines and has ``PRUNING_TYPE='unstructured'``. 2025-07-24T04:20:27.2999590Z importance_scores (dict): a dictionary mapping (module, name) tuples to 2025-07-24T04:20:27.2999720Z the corresponding parameter's importance scores tensor. The tensor 2025-07-24T04:20:27.2999850Z should be the same shape as the parameter, and is used for computing 2025-07-24T04:20:27.2999910Z mask for pruning. 2025-07-24T04:20:27.3000040Z If unspecified or None, the parameter will be used in place of its 2025-07-24T04:20:27.3000090Z importance scores. 2025-07-24T04:20:27.3000170Z kwargs: other keyword arguments such as: 2025-07-24T04:20:27.3000280Z amount (int or float): quantity of parameters to prune across the 2025-07-24T04:20:27.3000350Z specified parameters. 2025-07-24T04:20:27.3000460Z If ``float``, should be between 0.0 and 1.0 and represent the 2025-07-24T04:20:27.3000580Z fraction of parameters to prune. If ``int``, it represents the 2025-07-24T04:20:27.3000660Z absolute number of parameters to prune. 2025-07-24T04:20:27.3000700Z 2025-07-24T04:20:27.3000750Z Raises: 2025-07-24T04:20:27.3000840Z TypeError: if ``PRUNING_TYPE != 'unstructured'`` 2025-07-24T04:20:27.3000840Z 2025-07-24T04:20:27.3000890Z Note: 2025-07-24T04:20:27.3001010Z Since global structured pruning doesn't make much sense unless the 2025-07-24T04:20:27.3001140Z norm is normalized by the size of the parameter, we now limit the 2025-07-24T04:20:27.3001230Z scope of global pruning to unstructured methods. 2025-07-24T04:20:27.3001230Z 2025-07-24T04:20:27.3001280Z Examples: 2025-07-24T04:20:27.3001350Z >>> from torch.nn.utils import prune 2025-07-24T04:20:27.3001420Z >>> from collections import OrderedDict 2025-07-24T04:20:27.3001510Z >>> net = nn.Sequential( 2025-07-24T04:20:27.3001560Z ... OrderedDict( 2025-07-24T04:20:27.3001610Z ... [ 2025-07-24T04:20:27.3001680Z ... ("first", nn.Linear(10, 4)), 2025-07-24T04:20:27.3001750Z ... ("second", nn.Linear(4, 1)), 2025-07-24T04:20:27.3001790Z ... ] 2025-07-24T04:20:27.3001840Z ... ) 2025-07-24T04:20:27.3001880Z ... ) 2025-07-24T04:20:27.3001940Z >>> parameters_to_prune = ( 2025-07-24T04:20:27.3002000Z ... (net.first, "weight"), 2025-07-24T04:20:27.3002050Z ... (net.second, "weight"), 2025-07-24T04:20:27.3002100Z ... ) 2025-07-24T04:20:27.3002160Z >>> prune.global_unstructured( 2025-07-24T04:20:27.3002250Z ... parameters_to_prune, 2025-07-24T04:20:27.3002330Z ... pruning_method=prune.L1Unstructured, 2025-07-24T04:20:27.3002380Z ... amount=10, 2025-07-24T04:20:27.3002460Z ... ) 2025-07-24T04:20:27.3002610Z >>> print(sum(torch.nn.utils.parameters_to_vector(net.buffers()) == 0)) 2025-07-24T04:20:27.3002650Z tensor(10) 2025-07-24T04:20:27.3002660Z 2025-07-24T04:20:27.3002660Z 2025-07-24T04:20:27.3002820Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.3318760Z 2025-07-24T04:20:27.3319310Z msg = Cannot scrape callname=custom_from_mask in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py line=1149. 2025-07-24T04:20:27.3319520Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.3319760Z Prune tensor corresponding to parameter called ``name`` in ``module`` by applying the pre-computed mask in ``mask``. 2025-07-24T04:20:27.3319770Z 2025-07-24T04:20:27.3319900Z Modifies module in place (and also return the modified module) by: 2025-07-24T04:20:27.3319910Z 2025-07-24T04:20:27.3320040Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-07-24T04:20:27.3320180Z binary mask applied to the parameter ``name`` by the pruning method. 2025-07-24T04:20:27.3320320Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-07-24T04:20:27.3320450Z original (unpruned) parameter is stored in a new parameter named 2025-07-24T04:20:27.3320510Z ``name+'_orig'``. 2025-07-24T04:20:27.3320510Z 2025-07-24T04:20:27.3320560Z Args: 2025-07-24T04:20:27.3320670Z module (nn.Module): module containing the tensor to prune 2025-07-24T04:20:27.3320790Z name (str): parameter name within ``module`` on which pruning 2025-07-24T04:20:27.3320840Z will act. 2025-07-24T04:20:27.3320950Z mask (Tensor): binary mask to be applied to the parameter. 2025-07-24T04:20:27.3320950Z 2025-07-24T04:20:27.3321000Z Returns: 2025-07-24T04:20:27.3321140Z module (nn.Module): modified (i.e. pruned) version of the input module 2025-07-24T04:20:27.3321140Z 2025-07-24T04:20:27.3321190Z Examples: 2025-07-24T04:20:27.3321270Z >>> from torch.nn.utils import prune 2025-07-24T04:20:27.3321330Z >>> m = prune.custom_from_mask( 2025-07-24T04:20:27.3321440Z ... nn.Linear(5, 3), name="bias", mask=torch.tensor([0, 1, 0]) 2025-07-24T04:20:27.3321490Z ... ) 2025-07-24T04:20:27.3321660Z >>> print(m.bias_mask) 2025-07-24T04:20:27.3321720Z tensor([0., 1., 0.]) 2025-07-24T04:20:27.3321720Z 2025-07-24T04:20:27.3321760Z 2025-07-24T04:20:27.3321920Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.3321920Z 2025-07-24T04:20:27.3322320Z msg = Cannot scrape callname=pad_packed_sequence in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/rnn.py line=342. 2025-07-24T04:20:27.3322480Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.3322570Z Pad a packed batch of variable length sequences. 2025-07-24T04:20:27.3322580Z 2025-07-24T04:20:27.3322720Z It is an inverse operation to :func:`pack_padded_sequence`. 2025-07-24T04:20:27.3322730Z 2025-07-24T04:20:27.3322900Z The returned Tensor's data will be of size ``T x B x *`` (if :attr:`batch_first` is ``False``) 2025-07-24T04:20:27.3323060Z or ``B x T x *`` (if :attr:`batch_first` is ``True``) , where ``T`` is the length of the longest 2025-07-24T04:20:27.3323130Z sequence and ``B`` is the batch size. 2025-07-24T04:20:27.3323130Z 2025-07-24T04:20:27.3323170Z Example: 2025-07-24T04:20:27.3323320Z >>> from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence 2025-07-24T04:20:27.3323420Z >>> seq = torch.tensor([[1, 2, 0], [3, 0, 0], [4, 5, 6]]) 2025-07-24T04:20:27.3323510Z >>> lens = [2, 1, 3] 2025-07-24T04:20:27.3323580Z >>> packed = pack_padded_sequence( 2025-07-24T04:20:27.3323670Z ... seq, lens, batch_first=True, enforce_sorted=False 2025-07-24T04:20:27.3323760Z ... ) 2025-07-24T04:20:27.3323810Z >>> packed 2025-07-24T04:20:27.3323960Z PackedSequence(data=tensor([4, 1, 3, 5, 2, 6]), batch_sizes=tensor([3, 2, 1]), 2025-07-24T04:20:27.3324100Z sorted_indices=tensor([2, 0, 1]), unsorted_indices=tensor([1, 2, 0])) 2025-07-24T04:20:27.3324250Z >>> seq_unpacked, lens_unpacked = pad_packed_sequence(packed, batch_first=True) 2025-07-24T04:20:27.3324310Z >>> seq_unpacked 2025-07-24T04:20:27.3324360Z tensor([[1, 2, 0], 2025-07-24T04:20:27.3324400Z [3, 0, 0], 2025-07-24T04:20:27.3324450Z [4, 5, 6]]) 2025-07-24T04:20:27.3324500Z >>> lens_unpacked 2025-07-24T04:20:27.3324560Z tensor([2, 1, 3]) 2025-07-24T04:20:27.3324560Z 2025-07-24T04:20:27.3324610Z .. note:: 2025-07-24T04:20:27.3324700Z :attr:`total_length` is useful to implement the 2025-07-24T04:20:27.3324840Z ``pack sequence -> recurrent network -> unpack sequence`` pattern in a 2025-07-24T04:20:27.3324980Z :class:`~torch.nn.Module` wrapped in :class:`~torch.nn.DataParallel`. 2025-07-24T04:20:27.3325120Z See :ref:`this FAQ section ` for 2025-07-24T04:20:27.3325170Z details. 2025-07-24T04:20:27.3325170Z 2025-07-24T04:20:27.3325210Z Args: 2025-07-24T04:20:27.3325290Z sequence (PackedSequence): batch to pad 2025-07-24T04:20:27.3325440Z batch_first (bool, optional): if ``True``, the output will be in ``B x T x *`` 2025-07-24T04:20:27.3325510Z format, ``T x B x *`` otherwise. 2025-07-24T04:20:27.3325630Z padding_value (float, optional): values for padded elements. 2025-07-24T04:20:27.3325770Z total_length (int, optional): if not ``None``, the output will be padded to 2025-07-24T04:20:27.3325910Z have length :attr:`total_length`. This method will throw :class:`ValueError` 2025-07-24T04:20:27.3326040Z if :attr:`total_length` is less than the max sequence length in 2025-07-24T04:20:27.3326090Z :attr:`sequence`. 2025-07-24T04:20:27.3326090Z 2025-07-24T04:20:27.3326140Z Returns: 2025-07-24T04:20:27.3326260Z Tuple of Tensor containing the padded sequence, and a Tensor 2025-07-24T04:20:27.3326380Z containing the list of lengths of each sequence in the batch. 2025-07-24T04:20:27.3326550Z Batch elements will be re-ordered as they were ordered originally when 2025-07-24T04:20:27.3326690Z the batch was passed to ``pack_padded_sequence`` or ``pack_sequence``. 2025-07-24T04:20:27.3326740Z 2025-07-24T04:20:27.3326890Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.3326890Z 2025-07-24T04:20:27.3327270Z msg = Cannot scrape callname=Unflatten in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/flatten.py line=60. 2025-07-24T04:20:27.3327420Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.3327420Z 2025-07-24T04:20:27.3327620Z Unflattens a tensor dim expanding it to a desired shape. For use with :class:`~nn.Sequential`. 2025-07-24T04:20:27.3327660Z 2025-07-24T04:20:27.3327830Z * :attr:`dim` specifies the dimension of the input tensor to be unflattened, and it can 2025-07-24T04:20:27.3327980Z be either `int` or `str` when `Tensor` or `NamedTensor` is used, respectively. 2025-07-24T04:20:27.3327980Z 2025-07-24T04:20:27.3328170Z * :attr:`unflattened_size` is the new shape of the unflattened dimension of the tensor and it can be 2025-07-24T04:20:27.3328330Z a `tuple` of ints or a `list` of ints or `torch.Size` for `Tensor` input; a `NamedShape` 2025-07-24T04:20:27.3328440Z (tuple of `(name, size)` tuples) for `NamedTensor` input. 2025-07-24T04:20:27.3328460Z 2025-07-24T04:20:27.3328510Z Shape: 2025-07-24T04:20:27.3328640Z - Input: :math:`(*, S_{\text{dim}}, *)`, where :math:`S_{\text{dim}}` is the size at 2025-07-24T04:20:27.3328830Z dimension :attr:`dim` and :math:`*` means any number of dimensions including none. 2025-07-24T04:20:27.3328970Z - Output: :math:`(*, U_1, ..., U_n, *)`, where :math:`U` = :attr:`unflattened_size` and 2025-07-24T04:20:27.3329050Z :math:`\prod_{i=1}^n U_i = S_{\text{dim}}`. 2025-07-24T04:20:27.3329060Z 2025-07-24T04:20:27.3329100Z Args: 2025-07-24T04:20:27.3329190Z dim (Union[int, str]): Dimension to be unflattened 2025-07-24T04:20:27.3329400Z unflattened_size (Union[torch.Size, Tuple, List, NamedShape]): New shape of the unflattened dimension 2025-07-24T04:20:27.3329400Z 2025-07-24T04:20:27.3329450Z Examples: 2025-07-24T04:20:27.3329510Z >>> input = torch.randn(2, 50) 2025-07-24T04:20:27.3329570Z >>> # With tuple of ints 2025-07-24T04:20:27.3329620Z >>> m = nn.Sequential( 2025-07-24T04:20:27.3329680Z >>> nn.Linear(50, 50), 2025-07-24T04:20:27.3329740Z >>> nn.Unflatten(1, (2, 5, 5)) 2025-07-24T04:20:27.3329790Z >>> ) 2025-07-24T04:20:27.3329840Z >>> output = m(input) 2025-07-24T04:20:27.3329900Z >>> output.size() 2025-07-24T04:20:27.3329950Z torch.Size([2, 2, 5, 5]) 2025-07-24T04:20:27.3330000Z >>> # With torch.Size 2025-07-24T04:20:27.3330050Z >>> m = nn.Sequential( 2025-07-24T04:20:27.3330110Z >>> nn.Linear(50, 50), 2025-07-24T04:20:27.3330190Z >>> nn.Unflatten(1, torch.Size([2, 5, 5])) 2025-07-24T04:20:27.3330230Z >>> ) 2025-07-24T04:20:27.3330280Z >>> output = m(input) 2025-07-24T04:20:27.3330330Z >>> output.size() 2025-07-24T04:20:27.3330390Z torch.Size([2, 2, 5, 5]) 2025-07-24T04:20:27.3330460Z >>> # With namedshape (tuple of tuples) 2025-07-24T04:20:27.3330550Z >>> input = torch.randn(2, 50, names=("N", "features")) 2025-07-24T04:20:27.3330680Z >>> unflatten = nn.Unflatten("features", (("C", 2), ("H", 5), ("W", 5))) 2025-07-24T04:20:27.3330740Z >>> output = unflatten(input) 2025-07-24T04:20:27.3330790Z >>> output.size() 2025-07-24T04:20:27.3330840Z torch.Size([2, 2, 5, 5]) 2025-07-24T04:20:27.3330850Z 2025-07-24T04:20:27.3331000Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.3331000Z 2025-07-24T04:20:27.3331400Z msg = Cannot scrape callname=SyncBatchNorm in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py line=601. 2025-07-24T04:20:27.3331590Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.3331700Z Applies Batch Normalization over a N-Dimensional input. 2025-07-24T04:20:27.3331700Z 2025-07-24T04:20:27.3331910Z The N-D input is a mini-batch of [N-2]D inputs with additional channel dimension) as described in the paper 2025-07-24T04:20:27.3332050Z `Batch Normalization: Accelerating Deep Network Training by Reducing 2025-07-24T04:20:27.3332190Z Internal Covariate Shift `__ . 2025-07-24T04:20:27.3332200Z 2025-07-24T04:20:27.3332240Z .. math:: 2025-07-24T04:20:27.3332240Z 2025-07-24T04:20:27.3332380Z y = \frac{x - \mathrm{E}[x]}{ \sqrt{\mathrm{Var}[x] + \epsilon}} * \gamma + \beta 2025-07-24T04:20:27.3332420Z 2025-07-24T04:20:27.3332550Z The mean and standard-deviation are calculated per-dimension over all 2025-07-24T04:20:27.3332700Z mini-batches of the same process groups. :math:`\gamma` and :math:`\beta` 2025-07-24T04:20:27.3332850Z are learnable parameter vectors of size `C` (where `C` is the input size). 2025-07-24T04:20:27.3332960Z By default, the elements of :math:`\gamma` are sampled from 2025-07-24T04:20:27.3333080Z :math:`\mathcal{U}(0, 1)` and the elements of :math:`\beta` are set to 0. 2025-07-24T04:20:27.3333240Z The standard-deviation is calculated via the biased estimator, equivalent to 2025-07-24T04:20:27.3333420Z `torch.var(input, unbiased=False)`. 2025-07-24T04:20:27.3333420Z 2025-07-24T04:20:27.3333570Z Also by default, during training this layer keeps running estimates of its 2025-07-24T04:20:27.3333730Z computed mean and variance, which are then used for normalization during 2025-07-24T04:20:27.3333890Z evaluation. The running estimates are kept with a default :attr:`momentum` 2025-07-24T04:20:27.3333930Z of 0.1. 2025-07-24T04:20:27.3333940Z 2025-07-24T04:20:27.3334070Z If :attr:`track_running_stats` is set to ``False``, this layer then does not 2025-07-24T04:20:27.3334210Z keep running estimates, and batch statistics are instead used during 2025-07-24T04:20:27.3334270Z evaluation time as well. 2025-07-24T04:20:27.3334270Z 2025-07-24T04:20:27.3334320Z .. note:: 2025-07-24T04:20:27.3334450Z This :attr:`momentum` argument is different from one used in optimizer 2025-07-24T04:20:27.3334590Z classes and the conventional notion of momentum. Mathematically, the 2025-07-24T04:20:27.3334670Z update rule for running statistics here is 2025-07-24T04:20:27.3334840Z :math:`\hat{x}_\text{new} = (1 - \text{momentum}) \times \hat{x} + \text{momentum} \times x_t`, 2025-07-24T04:20:27.3334970Z where :math:`\hat{x}` is the estimated statistic and :math:`x_t` is the 2025-07-24T04:20:27.3335030Z new observed value. 2025-07-24T04:20:27.3335030Z 2025-07-24T04:20:27.3335220Z Because the Batch Normalization is done for each channel in the ``C`` dimension, computing 2025-07-24T04:20:27.3335370Z statistics on ``(N, +)`` slices, it's common terminology to call this Volumetric Batch 2025-07-24T04:20:27.3335480Z Normalization or Spatio-temporal Batch Normalization. 2025-07-24T04:20:27.3335480Z 2025-07-24T04:20:27.3335560Z Currently :class:`SyncBatchNorm` only supports 2025-07-24T04:20:27.3335740Z :class:`~torch.nn.DistributedDataParallel` (DDP) with single GPU per process. Use 2025-07-24T04:20:27.3335870Z :meth:`torch.nn.SyncBatchNorm.convert_sync_batchnorm()` to convert 2025-07-24T04:20:27.3336000Z :attr:`BatchNorm*D` layer to :class:`SyncBatchNorm` before wrapping 2025-07-24T04:20:27.3336050Z Network with DDP. 2025-07-24T04:20:27.3336060Z 2025-07-24T04:20:27.3336100Z Args: 2025-07-24T04:20:27.3336200Z num_features: :math:`C` from an expected input of size 2025-07-24T04:20:27.3336260Z :math:`(N, C, +)` 2025-07-24T04:20:27.3336370Z eps: a value added to the denominator for numerical stability. 2025-07-24T04:20:27.3336430Z Default: ``1e-5`` 2025-07-24T04:20:27.3336590Z momentum: the value used for the running_mean and running_var 2025-07-24T04:20:27.3336720Z computation. Can be set to ``None`` for cumulative moving average 2025-07-24T04:20:27.3336800Z (i.e. simple average). Default: 0.1 2025-07-24T04:20:27.3336920Z affine: a boolean value that when set to ``True``, this module has 2025-07-24T04:20:27.3337020Z learnable affine parameters. Default: ``True`` 2025-07-24T04:20:27.3337150Z track_running_stats: a boolean value that when set to ``True``, this 2025-07-24T04:20:27.3337290Z module tracks the running mean and variance, and when set to ``False``, 2025-07-24T04:20:27.3337430Z this module does not track such statistics, and initializes statistics 2025-07-24T04:20:27.3337590Z buffers :attr:`running_mean` and :attr:`running_var` as ``None``. 2025-07-24T04:20:27.3337730Z When these buffers are ``None``, this module always uses batch statistics. 2025-07-24T04:20:27.3337820Z in both training and eval modes. Default: ``True`` 2025-07-24T04:20:27.3337970Z process_group: synchronization of stats happen within each process group 2025-07-24T04:20:27.3338110Z individually. Default behavior is synchronization across the whole 2025-07-24T04:20:27.3338160Z world 2025-07-24T04:20:27.3338160Z 2025-07-24T04:20:27.3338210Z Shape: 2025-07-24T04:20:27.3338290Z - Input: :math:`(N, C, +)` 2025-07-24T04:20:27.3338380Z - Output: :math:`(N, C, +)` (same shape as input) 2025-07-24T04:20:27.3338380Z 2025-07-24T04:20:27.3338430Z .. note:: 2025-07-24T04:20:27.3338620Z Synchronization of batchnorm statistics occurs only while training, i.e. 2025-07-24T04:20:27.3338750Z synchronization is disabled when ``model.eval()`` is set or if 2025-07-24T04:20:27.3338830Z ``self.training`` is otherwise ``False``. 2025-07-24T04:20:27.3338830Z 2025-07-24T04:20:27.3338910Z Examples:: 2025-07-24T04:20:27.3338910Z 2025-07-24T04:20:27.3338960Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.3339030Z >>> # With Learnable Parameters 2025-07-24T04:20:27.3339090Z >>> m = nn.SyncBatchNorm(100) 2025-07-24T04:20:27.3339170Z >>> # creating process group (optional) 2025-07-24T04:20:27.3339250Z >>> # ranks is a list of int identifying rank ids. 2025-07-24T04:20:27.3339310Z >>> ranks = list(range(8)) 2025-07-24T04:20:27.3339370Z >>> r1, r2 = ranks[:4], ranks[4:] 2025-07-24T04:20:27.3339460Z >>> # Note: every rank calls into new_group for every 2025-07-24T04:20:27.3339550Z >>> # process group created, even if that rank is not 2025-07-24T04:20:27.3339620Z >>> # part of the group. 2025-07-24T04:20:27.3339770Z >>> process_groups = [torch.distributed.new_group(pids) for pids in [r1, r2]] 2025-07-24T04:20:27.3339900Z >>> process_group = process_groups[0 if dist.get_rank() <= 3 else 1] 2025-07-24T04:20:27.3339960Z >>> # Without Learnable Parameters 2025-07-24T04:20:27.3340090Z >>> m = nn.BatchNorm3d(100, affine=False, process_group=process_group) 2025-07-24T04:20:27.3340170Z >>> input = torch.randn(20, 100, 35, 45, 10) 2025-07-24T04:20:27.3340230Z >>> output = m(input) 2025-07-24T04:20:27.3340230Z 2025-07-24T04:20:27.3340290Z >>> # network is nn.BatchNorm layer 2025-07-24T04:20:27.3340460Z >>> sync_bn_network = nn.SyncBatchNorm.convert_sync_batchnorm(network, process_group) 2025-07-24T04:20:27.3340560Z >>> # only single gpu per process is currently supported 2025-07-24T04:20:27.3340700Z >>> ddp_sync_bn_network = torch.nn.parallel.DistributedDataParallel( 2025-07-24T04:20:27.3340770Z >>> sync_bn_network, 2025-07-24T04:20:27.3340850Z >>> device_ids=[args.local_rank], 2025-07-24T04:20:27.3340940Z >>> output_device=args.local_rank) 2025-07-24T04:20:27.3340980Z 2025-07-24T04:20:27.3341180Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.3466630Z 2025-07-24T04:20:27.3467230Z msg = Cannot scrape callname=SyncBatchNorm.convert_sync_batchnorm in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py line=825. 2025-07-24T04:20:27.3467430Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.3467630Z Converts all :attr:`BatchNorm*D` layers in the model to :class:`torch.nn.SyncBatchNorm` layers. 2025-07-24T04:20:27.3467640Z 2025-07-24T04:20:27.3467680Z Args: 2025-07-24T04:20:27.3467840Z module (nn.Module): module containing one or more :attr:`BatchNorm*D` layers 2025-07-24T04:20:27.3468060Z process_group (optional): process group to scope synchronization, 2025-07-24T04:20:27.3468130Z default is the whole world 2025-07-24T04:20:27.3468130Z 2025-07-24T04:20:27.3468180Z Returns: 2025-07-24T04:20:27.3468340Z The original :attr:`module` with the converted :class:`torch.nn.SyncBatchNorm` 2025-07-24T04:20:27.3468480Z layers. If the original :attr:`module` is a :attr:`BatchNorm*D` layer, 2025-07-24T04:20:27.3468620Z a new :class:`torch.nn.SyncBatchNorm` layer object will be returned 2025-07-24T04:20:27.3468670Z instead. 2025-07-24T04:20:27.3468670Z 2025-07-24T04:20:27.3468760Z Example:: 2025-07-24T04:20:27.3468770Z 2025-07-24T04:20:27.3468850Z >>> # Network with nn.BatchNorm layer 2025-07-24T04:20:27.3468980Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:27.3469050Z >>> module = torch.nn.Sequential( 2025-07-24T04:20:27.3469140Z >>> torch.nn.Linear(20, 100), 2025-07-24T04:20:27.3469210Z >>> torch.nn.BatchNorm1d(100), 2025-07-24T04:20:27.3469270Z >>> ).cuda() 2025-07-24T04:20:27.3469350Z >>> # creating process group (optional) 2025-07-24T04:20:27.3469440Z >>> # ranks is a list of int identifying rank ids. 2025-07-24T04:20:27.3469510Z >>> ranks = list(range(8)) 2025-07-24T04:20:27.3469580Z >>> r1, r2 = ranks[:4], ranks[4:] 2025-07-24T04:20:27.3469680Z >>> # Note: every rank calls into new_group for every 2025-07-24T04:20:27.3469770Z >>> # process group created, even if that rank is not 2025-07-24T04:20:27.3469840Z >>> # part of the group. 2025-07-24T04:20:27.3469910Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:27.3470080Z >>> process_groups = [torch.distributed.new_group(pids) for pids in [r1, r2]] 2025-07-24T04:20:27.3470210Z >>> process_group = process_groups[0 if dist.get_rank() <= 3 else 1] 2025-07-24T04:20:27.3470400Z >>> sync_bn_module = torch.nn.SyncBatchNorm.convert_sync_batchnorm(module, process_group) 2025-07-24T04:20:27.3470400Z 2025-07-24T04:20:27.3470450Z 2025-07-24T04:20:27.3470610Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.3470610Z 2025-07-24T04:20:27.3471000Z msg = Cannot scrape callname=MaxUnpool2d in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py line=406. 2025-07-24T04:20:27.3471160Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.3471250Z Computes a partial inverse of :class:`MaxPool2d`. 2025-07-24T04:20:27.3471250Z 2025-07-24T04:20:27.3471410Z :class:`MaxPool2d` is not fully invertible, since the non-maximal values are lost. 2025-07-24T04:20:27.3471420Z 2025-07-24T04:20:27.3471550Z :class:`MaxUnpool2d` takes in as input the output of :class:`MaxPool2d` 2025-07-24T04:20:27.3471700Z including the indices of the maximal values and computes a partial inverse 2025-07-24T04:20:27.3471790Z in which all non-maximal values are set to zero. 2025-07-24T04:20:27.3471830Z 2025-07-24T04:20:27.3471880Z Note: 2025-07-24T04:20:27.3472080Z This operation may behave nondeterministically when the input indices has repeat values. 2025-07-24T04:20:27.3472300Z See https://github.com/pytorch/pytorch/issues/80827 and :doc:`/notes/randomness` for more information. 2025-07-24T04:20:27.3472310Z 2025-07-24T04:20:27.3472450Z .. note:: :class:`MaxPool2d` can map several input sizes to the same output 2025-07-24T04:20:27.3472560Z sizes. Hence, the inversion process can get ambiguous. 2025-07-24T04:20:27.3472680Z To accommodate this, you can provide the needed output size 2025-07-24T04:20:27.3472810Z as an additional argument :attr:`output_size` in the forward call. 2025-07-24T04:20:27.3472930Z See the Inputs and Example below. 2025-07-24T04:20:27.3472930Z 2025-07-24T04:20:27.3472980Z Args: 2025-07-24T04:20:27.3473090Z kernel_size (int or tuple): Size of the max pooling window. 2025-07-24T04:20:27.3473200Z stride (int or tuple): Stride of the max pooling window. 2025-07-24T04:20:27.3473280Z It is set to :attr:`kernel_size` by default. 2025-07-24T04:20:27.3473400Z padding (int or tuple): Padding that was added to the input 2025-07-24T04:20:27.3473400Z 2025-07-24T04:20:27.3473440Z Inputs: 2025-07-24T04:20:27.3473520Z - `input`: the input Tensor to invert 2025-07-24T04:20:27.3473670Z - `indices`: the indices given out by :class:`~torch.nn.MaxPool2d` 2025-07-24T04:20:27.3473770Z - `output_size` (optional): the targeted output size 2025-07-24T04:20:27.3473770Z 2025-07-24T04:20:27.3473850Z Shape: 2025-07-24T04:20:27.3473970Z - Input: :math:`(N, C, H_{in}, W_{in})` or :math:`(C, H_{in}, W_{in})`. 2025-07-24T04:20:27.3474110Z - Output: :math:`(N, C, H_{out}, W_{out})` or :math:`(C, H_{out}, W_{out})`, where 2025-07-24T04:20:27.3474110Z 2025-07-24T04:20:27.3474160Z .. math:: 2025-07-24T04:20:27.3474330Z H_{out} = (H_{in} - 1) \times \text{stride[0]} - 2 \times \text{padding[0]} + \text{kernel\_size[0]} 2025-07-24T04:20:27.3474330Z 2025-07-24T04:20:27.3474380Z .. math:: 2025-07-24T04:20:27.3474530Z W_{out} = (W_{in} - 1) \times \text{stride[1]} - 2 \times \text{padding[1]} + \text{kernel\_size[1]} 2025-07-24T04:20:27.3474540Z 2025-07-24T04:20:27.3474640Z or as given by :attr:`output_size` in the call operator 2025-07-24T04:20:27.3474640Z 2025-07-24T04:20:27.3474690Z Example:: 2025-07-24T04:20:27.3474690Z 2025-07-24T04:20:27.3474800Z >>> pool = nn.MaxPool2d(2, stride=2, return_indices=True) 2025-07-24T04:20:27.3474870Z >>> unpool = nn.MaxUnpool2d(2, stride=2) 2025-07-24T04:20:27.3474950Z >>> input = torch.tensor([[[[ 1., 2., 3., 4.], 2025-07-24T04:20:27.3475030Z [ 5., 6., 7., 8.], 2025-07-24T04:20:27.3475090Z [ 9., 10., 11., 12.], 2025-07-24T04:20:27.3475160Z [13., 14., 15., 16.]]]]) 2025-07-24T04:20:27.3475230Z >>> output, indices = pool(input) 2025-07-24T04:20:27.3475300Z >>> unpool(output, indices) 2025-07-24T04:20:27.3475360Z tensor([[[[ 0., 0., 0., 0.], 2025-07-24T04:20:27.3475410Z [ 0., 6., 0., 8.], 2025-07-24T04:20:27.3475460Z [ 0., 0., 0., 0.], 2025-07-24T04:20:27.3475530Z [ 0., 14., 0., 16.]]]]) 2025-07-24T04:20:27.3475660Z >>> # Now using output_size to resolve an ambiguous size for the inverse 2025-07-24T04:20:27.3475750Z >>> input = torch.tensor([[[[ 1., 2., 3., 4., 5.], 2025-07-24T04:20:27.3475820Z [ 6., 7., 8., 9., 10.], 2025-07-24T04:20:27.3475890Z [11., 12., 13., 14., 15.], 2025-07-24T04:20:27.3475970Z [16., 17., 18., 19., 20.]]]]) 2025-07-24T04:20:27.3476030Z >>> output, indices = pool(input) 2025-07-24T04:20:27.3476170Z >>> # This call will not work without specifying output_size 2025-07-24T04:20:27.3476270Z >>> unpool(output, indices, output_size=input.size()) 2025-07-24T04:20:27.3476330Z tensor([[[[ 0., 0., 0., 0., 0.], 2025-07-24T04:20:27.3476390Z [ 0., 7., 0., 9., 0.], 2025-07-24T04:20:27.3476450Z [ 0., 0., 0., 0., 0.], 2025-07-24T04:20:27.3476510Z [ 0., 17., 0., 19., 0.]]]]) 2025-07-24T04:20:27.3476510Z 2025-07-24T04:20:27.3476510Z 2025-07-24T04:20:27.3476550Z 2025-07-24T04:20:27.3476710Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.3476710Z 2025-07-24T04:20:27.3477180Z msg = Cannot scrape callname=TripletMarginWithDistanceLoss in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py line=1718. 2025-07-24T04:20:27.3477340Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.3477470Z Creates a criterion that measures the triplet loss given input 2025-07-24T04:20:27.3477580Z tensors :math:`a`, :math:`p`, and :math:`n` (representing anchor, 2025-07-24T04:20:27.3477720Z positive, and negative examples, respectively), and a nonnegative, 2025-07-24T04:20:27.3477870Z real-valued function ("distance function") used to compute the relationship 2025-07-24T04:20:27.3478040Z between the anchor and positive example ("positive distance") and the 2025-07-24T04:20:27.3478130Z anchor and negative example ("negative distance"). 2025-07-24T04:20:27.3478140Z 2025-07-24T04:20:27.3478300Z The unreduced loss (i.e., with :attr:`reduction` set to ``'none'``) 2025-07-24T04:20:27.3478360Z can be described as: 2025-07-24T04:20:27.3478360Z 2025-07-24T04:20:27.3478410Z .. math:: 2025-07-24T04:20:27.3478490Z \ell(a, p, n) = L = \{l_1,\dots,l_N\}^\top, \quad 2025-07-24T04:20:27.3478600Z l_i = \max \{d(a_i, p_i) - d(a_i, n_i) + {\rm margin}, 0\} 2025-07-24T04:20:27.3478600Z 2025-07-24T04:20:27.3478750Z where :math:`N` is the batch size; :math:`d` is a nonnegative, real-valued function 2025-07-24T04:20:27.3478930Z quantifying the closeness of two tensors, referred to as the :attr:`distance_function`; 2025-07-24T04:20:27.3479070Z and :math:`margin` is a nonnegative margin representing the minimum difference 2025-07-24T04:20:27.3479230Z between the positive and negative distances that is required for the loss to 2025-07-24T04:20:27.3479360Z be 0. The input tensors have :math:`N` elements each and can be of any shape 2025-07-24T04:20:27.3479440Z that the distance function can handle. 2025-07-24T04:20:27.3479440Z 2025-07-24T04:20:27.3479510Z If :attr:`reduction` is not ``'none'`` 2025-07-24T04:20:27.3479570Z (default ``'mean'``), then: 2025-07-24T04:20:27.3479570Z 2025-07-24T04:20:27.3479610Z .. math:: 2025-07-24T04:20:27.3479660Z \ell(x, y) = 2025-07-24T04:20:27.3479710Z \begin{cases} 2025-07-24T04:20:27.3479830Z \operatorname{mean}(L), & \text{if reduction} = \text{`mean';}\\ 2025-07-24T04:20:27.3479950Z \operatorname{sum}(L), & \text{if reduction} = \text{`sum'.} 2025-07-24T04:20:27.3479990Z \end{cases} 2025-07-24T04:20:27.3480000Z 2025-07-24T04:20:27.3480140Z See also :class:`~torch.nn.TripletMarginLoss`, which computes the triplet 2025-07-24T04:20:27.3480290Z loss for input tensors using the :math:`l_p` distance as the distance function. 2025-07-24T04:20:27.3480300Z 2025-07-24T04:20:27.3480350Z Args: 2025-07-24T04:20:27.3480510Z distance_function (Callable, optional): A nonnegative, real-valued function that 2025-07-24T04:20:27.3480630Z quantifies the closeness of two tensors. If not specified, 2025-07-24T04:20:27.3480740Z `nn.PairwiseDistance` will be used. Default: ``None`` 2025-07-24T04:20:27.3480910Z margin (float, optional): A nonnegative margin representing the minimum difference 2025-07-24T04:20:27.3481120Z between the positive and negative distances required for the loss to be 0. Larger 2025-07-24T04:20:27.3481290Z margins penalize cases where the negative examples are not distant enough from the 2025-07-24T04:20:27.3481400Z anchors, relative to the positives. Default: :math:`1`. 2025-07-24T04:20:27.3481550Z swap (bool, optional): Whether to use the distance swap described in the paper 2025-07-24T04:20:27.3481710Z `Learning shallow convolutional feature descriptors with triplet losses` by 2025-07-24T04:20:27.3481860Z V. Balntas, E. Riba et al. If True, and if the positive example is closer to the 2025-07-24T04:20:27.3482020Z negative example than the anchor is, swaps the positive example and the anchor in 2025-07-24T04:20:27.3482140Z the loss computation. Default: ``False``. 2025-07-24T04:20:27.3482320Z reduction (str, optional): Specifies the (optional) reduction to apply to the output: 2025-07-24T04:20:27.3482430Z ``'none'`` | ``'mean'`` | ``'sum'``. ``'none'``: no reduction will be applied, 2025-07-24T04:20:27.3482550Z ``'mean'``: the sum of the output will be divided by the number of 2025-07-24T04:20:27.3482700Z elements in the output, ``'sum'``: the output will be summed. Default: ``'mean'`` 2025-07-24T04:20:27.3482700Z 2025-07-24T04:20:27.3482700Z 2025-07-24T04:20:27.3482740Z Shape: 2025-07-24T04:20:27.3482920Z - Input: :math:`(N, *)` where :math:`*` represents any number of additional dimensions 2025-07-24T04:20:27.3483000Z as supported by the distance function. 2025-07-24T04:20:27.3483190Z - Output: A Tensor of shape :math:`(N)` if :attr:`reduction` is ``'none'``, or a scalar 2025-07-24T04:20:27.3483250Z otherwise. 2025-07-24T04:20:27.3483250Z 2025-07-24T04:20:27.3483300Z Examples: 2025-07-24T04:20:27.3483300Z 2025-07-24T04:20:27.3483360Z >>> # Initialize embeddings 2025-07-24T04:20:27.3483420Z >>> embedding = nn.Embedding(1000, 128) 2025-07-24T04:20:27.3483500Z >>> anchor_ids = torch.randint(0, 1000, (1,)) 2025-07-24T04:20:27.3483580Z >>> positive_ids = torch.randint(0, 1000, (1,)) 2025-07-24T04:20:27.3483650Z >>> negative_ids = torch.randint(0, 1000, (1,)) 2025-07-24T04:20:27.3483720Z >>> anchor = embedding(anchor_ids) 2025-07-24T04:20:27.3483790Z >>> positive = embedding(positive_ids) 2025-07-24T04:20:27.3483850Z >>> negative = embedding(negative_ids) 2025-07-24T04:20:27.3483900Z >>> 2025-07-24T04:20:27.3483960Z >>> # Built-in Distance Function 2025-07-24T04:20:27.3484010Z >>> triplet_loss = \ 2025-07-24T04:20:27.3484180Z >>> nn.TripletMarginWithDistanceLoss(distance_function=nn.PairwiseDistance()) 2025-07-24T04:20:27.3484320Z >>> output = triplet_loss(anchor, positive, negative) 2025-07-24T04:20:27.3489530Z >>> output.backward() 2025-07-24T04:20:27.3489590Z >>> 2025-07-24T04:20:27.3489660Z >>> # Custom Distance Function 2025-07-24T04:20:27.3489720Z >>> def l_infinity(x1, x2): 2025-07-24T04:20:27.3489820Z >>> return torch.max(torch.abs(x1 - x2), dim=1).values 2025-07-24T04:20:27.3489860Z >>> 2025-07-24T04:20:27.3489980Z >>> # xdoctest: +SKIP("FIXME: Would call backwards a second time") 2025-07-24T04:20:27.3490030Z >>> triplet_loss = ( 2025-07-24T04:20:27.3490200Z >>> nn.TripletMarginWithDistanceLoss(distance_function=l_infinity, margin=1.5)) 2025-07-24T04:20:27.3490300Z >>> output = triplet_loss(anchor, positive, negative) 2025-07-24T04:20:27.3490350Z >>> output.backward() 2025-07-24T04:20:27.3490400Z >>> 2025-07-24T04:20:27.3490460Z >>> # Custom Distance Function (Lambda) 2025-07-24T04:20:27.3490510Z >>> triplet_loss = ( 2025-07-24T04:20:27.3490590Z >>> nn.TripletMarginWithDistanceLoss( 2025-07-24T04:20:27.3490730Z >>> distance_function=lambda x, y: 1.0 - F.cosine_similarity(x, y))) 2025-07-24T04:20:27.3490820Z >>> output = triplet_loss(anchor, positive, negative) 2025-07-24T04:20:27.3490940Z >>> output.backward() 2025-07-24T04:20:27.3490950Z 2025-07-24T04:20:27.3491000Z Reference: 2025-07-24T04:20:27.3491190Z V. Balntas, et al.: Learning shallow convolutional feature descriptors with triplet losses: 2025-07-24T04:20:27.3491320Z https://bmva-archive.org.uk/bmvc/2016/papers/paper119/index.html 2025-07-24T04:20:27.3491370Z 2025-07-24T04:20:27.3491520Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 17)) 2025-07-24T04:20:27.4271440Z 2025-07-24T04:20:27.4272020Z msg = Cannot scrape callname=CTCLoss in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py line=1852. 2025-07-24T04:20:27.4272790Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4273120Z The Connectionist Temporal Classification loss. 2025-07-24T04:20:27.4273330Z 2025-07-24T04:20:27.4273560Z Calculates loss between a continuous (unsegmented) time series and a target sequence. CTCLoss sums over the 2025-07-24T04:20:27.4274090Z probability of possible alignments of input to target, producing a loss value which is differentiable 2025-07-24T04:20:27.4274590Z with respect to each input node. The alignment of input to target is assumed to be "many-to-one", which 2025-07-24T04:20:27.4275130Z limits the length of the target sequence such that it must be :math:`\leq` the input length. 2025-07-24T04:20:27.4275380Z 2025-07-24T04:20:27.4275430Z Args: 2025-07-24T04:20:27.4275600Z blank (int, optional): blank label. Default :math:`0`. 2025-07-24T04:20:27.4276000Z reduction (str, optional): Specifies the reduction to apply to the output: 2025-07-24T04:20:27.4276340Z ``'none'`` | ``'mean'`` | ``'sum'``. ``'none'``: no reduction will be applied, 2025-07-24T04:20:27.4276660Z ``'mean'``: the output losses will be divided by the target lengths and 2025-07-24T04:20:27.4277010Z then the mean over the batch is taken, ``'sum'``: the output losses will be summed. 2025-07-24T04:20:27.4277290Z Default: ``'mean'`` 2025-07-24T04:20:27.4277470Z zero_infinity (bool, optional): 2025-07-24T04:20:27.4277720Z Whether to zero infinite losses and the associated gradients. 2025-07-24T04:20:27.4277960Z Default: ``False`` 2025-07-24T04:20:27.4278190Z Infinite losses mainly occur when the inputs are too short 2025-07-24T04:20:27.4278430Z to be aligned to the targets. 2025-07-24T04:20:27.4278560Z 2025-07-24T04:20:27.4278610Z Shape: 2025-07-24T04:20:27.4278800Z - Log_probs: Tensor of size :math:`(T, N, C)` or :math:`(T, C)`, 2025-07-24T04:20:27.4279060Z where :math:`T = \text{input length}`, 2025-07-24T04:20:27.4279270Z :math:`N = \text{batch size}`, and 2025-07-24T04:20:27.4279500Z :math:`C = \text{number of classes (including blank)}`. 2025-07-24T04:20:27.4279810Z The logarithmized probabilities of the outputs (e.g. obtained with 2025-07-24T04:20:27.4280100Z :func:`torch.nn.functional.log_softmax`). 2025-07-24T04:20:27.4280330Z - Targets: Tensor of size :math:`(N, S)` or 2025-07-24T04:20:27.4280570Z :math:`(\operatorname{sum}(\text{target\_lengths}))`, 2025-07-24T04:20:27.4280820Z where :math:`N = \text{batch size}` and 2025-07-24T04:20:27.4281060Z :math:`S = \text{max target length, if shape is } (N, S)`. 2025-07-24T04:20:27.4281350Z It represents the target sequences. Each element in the target 2025-07-24T04:20:27.4281680Z sequence is a class index. And the target index cannot be blank (default=0). 2025-07-24T04:20:27.4281990Z In the :math:`(N, S)` form, targets are padded to the 2025-07-24T04:20:27.4282240Z length of the longest sequence, and stacked. 2025-07-24T04:20:27.4282500Z In the :math:`(\operatorname{sum}(\text{target\_lengths}))` form, 2025-07-24T04:20:27.4282770Z the targets are assumed to be un-padded and 2025-07-24T04:20:27.4283080Z concatenated within 1 dimension. 2025-07-24T04:20:27.4283340Z - Input_lengths: Tuple or tensor of size :math:`(N)` or :math:`()`, 2025-07-24T04:20:27.4283660Z where :math:`N = \text{batch size}`. It represents the lengths of the 2025-07-24T04:20:27.4283980Z inputs (must each be :math:`\leq T`). And the lengths are specified 2025-07-24T04:20:27.4284320Z for each sequence to achieve masking under the assumption that sequences 2025-07-24T04:20:27.4284580Z are padded to equal lengths. 2025-07-24T04:20:27.4284850Z - Target_lengths: Tuple or tensor of size :math:`(N)` or :math:`()`, 2025-07-24T04:20:27.4285170Z where :math:`N = \text{batch size}`. It represents lengths of the targets. 2025-07-24T04:20:27.4285570Z Lengths are specified for each sequence to achieve masking under the 2025-07-24T04:20:27.4285920Z assumption that sequences are padded to equal lengths. If target shape is 2025-07-24T04:20:27.4286250Z :math:`(N,S)`, target_lengths are effectively the stop index 2025-07-24T04:20:27.4286580Z :math:`s_n` for each target sequence, such that ``target_n = targets[n,0:s_n]`` for 2025-07-24T04:20:27.4286910Z each target in a batch. Lengths must each be :math:`\leq S` 2025-07-24T04:20:27.4287240Z If the targets are given as a 1d tensor that is the concatenation of individual 2025-07-24T04:20:27.4287630Z targets, the target_lengths must add up to the total length of the tensor. 2025-07-24T04:20:27.4288000Z - Output: scalar if :attr:`reduction` is ``'mean'`` (default) or 2025-07-24T04:20:27.4288340Z ``'sum'``. If :attr:`reduction` is ``'none'``, then :math:`(N)` if input is batched or 2025-07-24T04:20:27.4288680Z :math:`()` if input is unbatched, where :math:`N = \text{batch size}`. 2025-07-24T04:20:27.4288870Z 2025-07-24T04:20:27.4288910Z Examples: 2025-07-24T04:20:27.4288990Z 2025-07-24T04:20:27.4289060Z >>> # Target are to be padded 2025-07-24T04:20:27.4289260Z >>> T = 50 # Input sequence length 2025-07-24T04:20:27.4289470Z >>> C = 20 # Number of classes (including blank) 2025-07-24T04:20:27.4289680Z >>> N = 16 # Batch size 2025-07-24T04:20:27.4289930Z >>> S = 30 # Target sequence length of longest target in batch (padding length) 2025-07-24T04:20:27.4290250Z >>> S_min = 10 # Minimum target length, for demonstration purposes 2025-07-24T04:20:27.4290480Z >>> 2025-07-24T04:20:27.4290670Z >>> # Initialize random batch of input vectors, for *size = (T,N,C) 2025-07-24T04:20:27.4291000Z >>> input = torch.randn(T, N, C).log_softmax(2).detach().requires_grad_() 2025-07-24T04:20:27.4291240Z >>> 2025-07-24T04:20:27.4291430Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-07-24T04:20:27.4291750Z >>> target = torch.randint(low=1, high=C, size=(N, S), dtype=torch.long) 2025-07-24T04:20:27.4291990Z >>> 2025-07-24T04:20:27.4292200Z >>> input_lengths = torch.full(size=(N,), fill_value=T, dtype=torch.long) 2025-07-24T04:20:27.4292460Z >>> target_lengths = torch.randint( 2025-07-24T04:20:27.4292650Z ... low=S_min, 2025-07-24T04:20:27.4292800Z ... high=S, 2025-07-24T04:20:27.4292940Z ... size=(N,), 2025-07-24T04:20:27.4293100Z ... dtype=torch.long, 2025-07-24T04:20:27.4293260Z ... ) 2025-07-24T04:20:27.4293390Z >>> ctc_loss = nn.CTCLoss() 2025-07-24T04:20:27.4293630Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-07-24T04:20:27.4293860Z >>> loss.backward() 2025-07-24T04:20:27.4294010Z >>> 2025-07-24T04:20:27.4294120Z >>> 2025-07-24T04:20:27.4294250Z >>> # Target are to be un-padded 2025-07-24T04:20:27.4294440Z >>> T = 50 # Input sequence length 2025-07-24T04:20:27.4294660Z >>> C = 20 # Number of classes (including blank) 2025-07-24T04:20:27.4294900Z >>> N = 16 # Batch size 2025-07-24T04:20:27.4295050Z >>> 2025-07-24T04:20:27.4295250Z >>> # Initialize random batch of input vectors, for *size = (T,N,C) 2025-07-24T04:20:27.4295570Z >>> input = torch.randn(T, N, C).log_softmax(2).detach().requires_grad_() 2025-07-24T04:20:27.4295900Z >>> input_lengths = torch.full(size=(N,), fill_value=T, dtype=torch.long) 2025-07-24T04:20:27.4296150Z >>> 2025-07-24T04:20:27.4296340Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-07-24T04:20:27.4296680Z >>> target_lengths = torch.randint(low=1, high=T, size=(N,), dtype=torch.long) 2025-07-24T04:20:27.4296950Z >>> target = torch.randint( 2025-07-24T04:20:27.4297160Z ... low=1, 2025-07-24T04:20:27.4297310Z ... high=C, 2025-07-24T04:20:27.4297460Z ... size=(sum(target_lengths),), 2025-07-24T04:20:27.4297650Z ... dtype=torch.long, 2025-07-24T04:20:27.4297810Z ... ) 2025-07-24T04:20:27.4297950Z >>> ctc_loss = nn.CTCLoss() 2025-07-24T04:20:27.4298180Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-07-24T04:20:27.4298420Z >>> loss.backward() 2025-07-24T04:20:27.4298560Z >>> 2025-07-24T04:20:27.4298680Z >>> 2025-07-24T04:20:27.4298850Z >>> # Target are to be un-padded and unbatched (effectively N=1) 2025-07-24T04:20:27.4299130Z >>> T = 50 # Input sequence length 2025-07-24T04:20:27.4299350Z >>> C = 20 # Number of classes (including blank) 2025-07-24T04:20:27.4299550Z >>> 2025-07-24T04:20:27.4299760Z >>> # Initialize random batch of input vectors, for *size = (T,C) 2025-07-24T04:20:27.4300040Z >>> # xdoctest: +SKIP("FIXME: error in doctest") 2025-07-24T04:20:27.4300320Z >>> input = torch.randn(T, C).log_softmax(1).detach().requires_grad_() 2025-07-24T04:20:27.4300610Z >>> input_lengths = torch.tensor(T, dtype=torch.long) 2025-07-24T04:20:27.4300820Z >>> 2025-07-24T04:20:27.4301010Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-07-24T04:20:27.4301340Z >>> target_lengths = torch.randint(low=1, high=T, size=(), dtype=torch.long) 2025-07-24T04:20:27.4301610Z >>> target = torch.randint( 2025-07-24T04:20:27.4301780Z ... low=1, 2025-07-24T04:20:27.4301910Z ... high=C, 2025-07-24T04:20:27.4302060Z ... size=(target_lengths,), 2025-07-24T04:20:27.4302250Z ... dtype=torch.long, 2025-07-24T04:20:27.4302410Z ... ) 2025-07-24T04:20:27.4302540Z >>> ctc_loss = nn.CTCLoss() 2025-07-24T04:20:27.4302780Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-07-24T04:20:27.4303020Z >>> loss.backward() 2025-07-24T04:20:27.4303120Z 2025-07-24T04:20:27.4303170Z Reference: 2025-07-24T04:20:27.4303360Z A. Graves et al.: Connectionist Temporal Classification: 2025-07-24T04:20:27.4303660Z Labelling Unsegmented Sequence Data with Recurrent Neural Networks: 2025-07-24T04:20:27.4303980Z https://www.cs.toronto.edu/~graves/icml_2006.pdf 2025-07-24T04:20:27.4304150Z 2025-07-24T04:20:27.4304190Z Note: 2025-07-24T04:20:27.4304410Z In order to use CuDNN, the following must be satisfied: :attr:`targets` must be 2025-07-24T04:20:27.4304780Z in concatenated format, all :attr:`input_lengths` must be `T`. :math:`blank=0`, 2025-07-24T04:20:27.4305140Z :attr:`target_lengths` :math:`\leq 256`, the integer arguments must be of 2025-07-24T04:20:27.4305410Z dtype :attr:`torch.int32`. 2025-07-24T04:20:27.4305540Z 2025-07-24T04:20:27.4305710Z The regular implementation uses the (more common in PyTorch) `torch.long` dtype. 2025-07-24T04:20:27.4305940Z 2025-07-24T04:20:27.4305940Z 2025-07-24T04:20:27.4305990Z Note: 2025-07-24T04:20:27.4306200Z In some circumstances when using the CUDA backend with CuDNN, this operator 2025-07-24T04:20:27.4306630Z may select a nondeterministic algorithm to increase performance. If this is 2025-07-24T04:20:27.4307000Z undesirable, you can try to make the operation deterministic (potentially at 2025-07-24T04:20:27.4307370Z a performance cost) by setting ``torch.backends.cudnn.deterministic = 2025-07-24T04:20:27.4307620Z True``. 2025-07-24T04:20:27.4307830Z Please see the notes on :doc:`/notes/randomness` for background. 2025-07-24T04:20:27.4308060Z 2025-07-24T04:20:27.4308280Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4308500Z 2025-07-24T04:20:27.4308920Z msg = Cannot scrape callname=Transformer.forward in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py line=186. 2025-07-24T04:20:27.4309600Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4309910Z Take in and process masked source/target sequences. 2025-07-24T04:20:27.4310070Z 2025-07-24T04:20:27.4310140Z .. note:: 2025-07-24T04:20:27.4310220Z 2025-07-24T04:20:27.4310460Z If a boolean tensor is provided for any of the [src/tgt/memory]_mask arguments, positions with a ``True`` value are 2025-07-24T04:20:27.4310850Z not allowed to participate in the attention, 2025-07-24T04:20:27.4311120Z which is the opposite of the definition for :attr:`attn_mask` 2025-07-24T04:20:27.4311450Z in :func:`torch.nn.functional.scaled_dot_product_attention`. 2025-07-24T04:20:27.4311630Z 2025-07-24T04:20:27.4311670Z Args: 2025-07-24T04:20:27.4311880Z src: the sequence to the encoder (required). 2025-07-24T04:20:27.4312120Z tgt: the sequence to the decoder (required). 2025-07-24T04:20:27.4312380Z src_mask: the additive mask for the src sequence (optional). 2025-07-24T04:20:27.4312680Z tgt_mask: the additive mask for the tgt sequence (optional). 2025-07-24T04:20:27.4312990Z memory_mask: the additive mask for the encoder output (optional). 2025-07-24T04:20:27.4313320Z src_key_padding_mask: the Tensor mask for src keys per batch (optional). 2025-07-24T04:20:27.4313660Z tgt_key_padding_mask: the Tensor mask for tgt keys per batch (optional). 2025-07-24T04:20:27.4314020Z memory_key_padding_mask: the Tensor mask for memory keys per batch (optional). 2025-07-24T04:20:27.4314380Z src_is_causal: If specified, applies a causal mask as ``src_mask``. 2025-07-24T04:20:27.4314670Z Default: ``None``; try to detect a causal mask. 2025-07-24T04:20:27.4314890Z Warning: 2025-07-24T04:20:27.4315080Z ``src_is_causal`` provides a hint that ``src_mask`` is 2025-07-24T04:20:27.4315360Z the causal mask. Providing incorrect hints can result in 2025-07-24T04:20:27.4315650Z incorrect execution, including forward and backward 2025-07-24T04:20:27.4315880Z compatibility. 2025-07-24T04:20:27.4316120Z tgt_is_causal: If specified, applies a causal mask as ``tgt_mask``. 2025-07-24T04:20:27.4316410Z Default: ``None``; try to detect a causal mask. 2025-07-24T04:20:27.4316620Z Warning: 2025-07-24T04:20:27.4316830Z ``tgt_is_causal`` provides a hint that ``tgt_mask`` is 2025-07-24T04:20:27.4317110Z the causal mask. Providing incorrect hints can result in 2025-07-24T04:20:27.4317390Z incorrect execution, including forward and backward 2025-07-24T04:20:27.4317610Z compatibility. 2025-07-24T04:20:27.4317830Z memory_is_causal: If specified, applies a causal mask as 2025-07-24T04:20:27.4318070Z ``memory_mask``. 2025-07-24T04:20:27.4318240Z Default: ``False``. 2025-07-24T04:20:27.4318400Z Warning: 2025-07-24T04:20:27.4318580Z ``memory_is_causal`` provides a hint that 2025-07-24T04:20:27.4318880Z ``memory_mask`` is the causal mask. Providing incorrect 2025-07-24T04:20:27.4319150Z hints can result in incorrect execution, including 2025-07-24T04:20:27.4319400Z forward and backward compatibility. 2025-07-24T04:20:27.4319540Z 2025-07-24T04:20:27.4319590Z Shape: 2025-07-24T04:20:27.4319830Z - src: :math:`(S, E)` for unbatched input, :math:`(S, N, E)` if `batch_first=False` or 2025-07-24T04:20:27.4320120Z `(N, S, E)` if `batch_first=True`. 2025-07-24T04:20:27.4320400Z - tgt: :math:`(T, E)` for unbatched input, :math:`(T, N, E)` if `batch_first=False` or 2025-07-24T04:20:27.4320690Z `(N, T, E)` if `batch_first=True`. 2025-07-24T04:20:27.4320970Z - src_mask: :math:`(S, S)` or :math:`(N\cdot\text{num\_heads}, S, S)`. 2025-07-24T04:20:27.4321280Z - tgt_mask: :math:`(T, T)` or :math:`(N\cdot\text{num\_heads}, T, T)`. 2025-07-24T04:20:27.4321530Z - memory_mask: :math:`(T, S)`. 2025-07-24T04:20:27.4321810Z - src_key_padding_mask: :math:`(S)` for unbatched input otherwise :math:`(N, S)`. 2025-07-24T04:20:27.4322180Z - tgt_key_padding_mask: :math:`(T)` for unbatched input otherwise :math:`(N, T)`. 2025-07-24T04:20:27.4322550Z - memory_key_padding_mask: :math:`(S)` for unbatched input otherwise :math:`(N, S)`. 2025-07-24T04:20:27.4322770Z 2025-07-24T04:20:27.4322990Z Note: [src/tgt/memory]_mask ensures that position :math:`i` is allowed to attend the unmasked 2025-07-24T04:20:27.4323410Z positions. If a BoolTensor is provided, positions with ``True`` 2025-07-24T04:20:27.4323770Z are not allowed to attend while ``False`` values will be unchanged. If a FloatTensor 2025-07-24T04:20:27.4324110Z is provided, it will be added to the attention weight. 2025-07-24T04:20:27.4324460Z [src/tgt/memory]_key_padding_mask provides specified elements in the key to be ignored by 2025-07-24T04:20:27.4324850Z the attention. If a BoolTensor is provided, the positions with the 2025-07-24T04:20:27.4325240Z value of ``True`` will be ignored while the position with the value of ``False`` will be unchanged. 2025-07-24T04:20:27.4325490Z 2025-07-24T04:20:27.4325660Z - output: :math:`(T, E)` for unbatched input, :math:`(T, N, E)` if `batch_first=False` or 2025-07-24T04:20:27.4325960Z `(N, T, E)` if `batch_first=True`. 2025-07-24T04:20:27.4326100Z 2025-07-24T04:20:27.4326250Z Note: Due to the multi-head attention architecture in the transformer model, 2025-07-24T04:20:27.4326620Z the output sequence length of a transformer is same as the input sequence 2025-07-24T04:20:27.4326910Z (i.e. target) length of the decoder. 2025-07-24T04:20:27.4327060Z 2025-07-24T04:20:27.4327250Z where :math:`S` is the source sequence length, :math:`T` is the target sequence length, :math:`N` is the 2025-07-24T04:20:27.4327600Z batch size, :math:`E` is the feature number 2025-07-24T04:20:27.4327750Z 2025-07-24T04:20:27.4327790Z Examples: 2025-07-24T04:20:27.4327940Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.4328130Z >>> output = transformer_model( 2025-07-24T04:20:27.4328350Z ... src, tgt, src_mask=src_mask, tgt_mask=tgt_mask 2025-07-24T04:20:27.4328560Z ... ) 2025-07-24T04:20:27.4328680Z 2025-07-24T04:20:27.4328900Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4337010Z 2025-07-24T04:20:27.4337530Z msg = Cannot scrape callname=EmbeddingBag in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/sparse.py line=272. 2025-07-24T04:20:27.4338200Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4338630Z Compute sums or means of 'bags' of embeddings, without instantiating the intermediate embeddings. 2025-07-24T04:20:27.4338970Z 2025-07-24T04:20:27.4339180Z For bags of constant length, no :attr:`per_sample_weights`, no indices equal to :attr:`padding_idx`, 2025-07-24T04:20:27.4339500Z and with 2D inputs, this class 2025-07-24T04:20:27.4339630Z 2025-07-24T04:20:27.4339830Z * with ``mode="sum"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.sum(dim=1)``, 2025-07-24T04:20:27.4340290Z * with ``mode="mean"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.mean(dim=1)``, 2025-07-24T04:20:27.4340750Z * with ``mode="max"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.max(dim=1)``. 2025-07-24T04:20:27.4340990Z 2025-07-24T04:20:27.4341270Z However, :class:`~torch.nn.EmbeddingBag` is much more time and memory efficient than using a chain of these 2025-07-24T04:20:27.4341600Z operations. 2025-07-24T04:20:27.4341680Z 2025-07-24T04:20:27.4341840Z EmbeddingBag also supports per-sample weights as an argument to the forward 2025-07-24T04:20:27.4342210Z pass. This scales the output of the Embedding before performing a weighted 2025-07-24T04:20:27.4342570Z reduction as specified by ``mode``. If :attr:`per_sample_weights` is passed, the 2025-07-24T04:20:27.4342940Z only supported ``mode`` is ``"sum"``, which computes a weighted sum according to 2025-07-24T04:20:27.4343210Z :attr:`per_sample_weights`. 2025-07-24T04:20:27.4343330Z 2025-07-24T04:20:27.4343400Z Args: 2025-07-24T04:20:27.4343590Z num_embeddings (int): size of the dictionary of embeddings 2025-07-24T04:20:27.4343900Z embedding_dim (int): the size of each embedding vector 2025-07-24T04:20:27.4344270Z max_norm (float, optional): If given, each embedding vector with norm larger than :attr:`max_norm` 2025-07-24T04:20:27.4344630Z is renormalized to have norm :attr:`max_norm`. 2025-07-24T04:20:27.4345010Z norm_type (float, optional): The p of the p-norm to compute for the :attr:`max_norm` option. Default ``2``. 2025-07-24T04:20:27.4345490Z scale_grad_by_freq (bool, optional): if given, this will scale gradients by the inverse of frequency of 2025-07-24T04:20:27.4345860Z the words in the mini-batch. Default ``False``. 2025-07-24T04:20:27.4346150Z Note: this option is not supported when ``mode="max"``. 2025-07-24T04:20:27.4352230Z mode (str, optional): ``"sum"``, ``"mean"`` or ``"max"``. Specifies the way to reduce the bag. 2025-07-24T04:20:27.4352600Z ``"sum"`` computes the weighted sum, taking :attr:`per_sample_weights` 2025-07-24T04:20:27.4352950Z into consideration. ``"mean"`` computes the average of the values 2025-07-24T04:20:27.4353270Z in the bag, ``"max"`` computes the max value over each bag. 2025-07-24T04:20:27.4353510Z Default: ``"mean"`` 2025-07-24T04:20:27.4353850Z sparse (bool, optional): if ``True``, gradient w.r.t. :attr:`weight` matrix will be a sparse tensor. See 2025-07-24T04:20:27.4354260Z Notes for more details regarding sparse gradients. Note: this option is not 2025-07-24T04:20:27.4354580Z supported when ``mode="max"``. 2025-07-24T04:20:27.4354950Z include_last_offset (bool, optional): if ``True``, :attr:`offsets` has one additional element, where the last element 2025-07-24T04:20:27.4355380Z is equivalent to the size of `indices`. This matches the CSR format. 2025-07-24T04:20:27.4355790Z padding_idx (int, optional): If specified, the entries at :attr:`padding_idx` do not contribute to the 2025-07-24T04:20:27.4356230Z gradient; therefore, the embedding vector at :attr:`padding_idx` is not updated 2025-07-24T04:20:27.4356610Z during training, i.e. it remains as a fixed "pad". For a newly constructed 2025-07-24T04:20:27.4357050Z EmbeddingBag, the embedding vector at :attr:`padding_idx` will default to all 2025-07-24T04:20:27.4357450Z zeros, but can be updated to another value to be used as the padding vector. 2025-07-24T04:20:27.4357820Z Note that the embedding vector at :attr:`padding_idx` is excluded from the 2025-07-24T04:20:27.4358100Z reduction. 2025-07-24T04:20:27.4358240Z 2025-07-24T04:20:27.4358290Z Attributes: 2025-07-24T04:20:27.4358570Z weight (Tensor): the learnable weights of the module of shape `(num_embeddings, embedding_dim)` 2025-07-24T04:20:27.4358970Z initialized from :math:`\mathcal{N}(0, 1)`. 2025-07-24T04:20:27.4359130Z 2025-07-24T04:20:27.4359180Z Examples:: 2025-07-24T04:20:27.4359270Z 2025-07-24T04:20:27.4359370Z >>> # an EmbeddingBag module containing 10 tensors of size 3 2025-07-24T04:20:27.4359650Z >>> embedding_sum = nn.EmbeddingBag(10, 3, mode='sum') 2025-07-24T04:20:27.4359890Z >>> # a batch of 2 samples of 4 indices each 2025-07-24T04:20:27.4360150Z >>> input = torch.tensor([1, 2, 4, 5, 4, 3, 2, 9], dtype=torch.long) 2025-07-24T04:20:27.4360430Z >>> offsets = torch.tensor([0, 4], dtype=torch.long) 2025-07-24T04:20:27.4360710Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-07-24T04:20:27.4360930Z >>> embedding_sum(input, offsets) 2025-07-24T04:20:27.4361150Z tensor([[-0.8861, -5.4350, -0.0523], 2025-07-24T04:20:27.4361350Z [ 1.1306, -2.5798, -1.0044]]) 2025-07-24T04:20:27.4361480Z 2025-07-24T04:20:27.4361540Z >>> # Example with padding_idx 2025-07-24T04:20:27.4361790Z >>> embedding_sum = nn.EmbeddingBag(10, 3, mode='sum', padding_idx=2) 2025-07-24T04:20:27.4362100Z >>> input = torch.tensor([2, 2, 2, 2, 4, 3, 2, 9], dtype=torch.long) 2025-07-24T04:20:27.4362380Z >>> offsets = torch.tensor([0, 4], dtype=torch.long) 2025-07-24T04:20:27.4362600Z >>> embedding_sum(input, offsets) 2025-07-24T04:20:27.4362790Z tensor([[ 0.0000, 0.0000, 0.0000], 2025-07-24T04:20:27.4362970Z [-0.7082, 3.2145, -2.6251]]) 2025-07-24T04:20:27.4363100Z 2025-07-24T04:20:27.4363210Z >>> # An EmbeddingBag can be loaded from an Embedding like so 2025-07-24T04:20:27.4363480Z >>> embedding = nn.Embedding(10, 3, padding_idx=2) 2025-07-24T04:20:27.4363730Z >>> embedding_sum = nn.EmbeddingBag.from_pretrained( 2025-07-24T04:20:27.4363950Z embedding.weight, 2025-07-24T04:20:27.4364140Z padding_idx=embedding.padding_idx, 2025-07-24T04:20:27.4364340Z mode='sum') 2025-07-24T04:20:27.4364480Z 2025-07-24T04:20:27.4364700Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4364910Z 2025-07-24T04:20:27.4365340Z msg = Cannot scrape callname=batch_isend_irecv in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=2706. 2025-07-24T04:20:27.4365980Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4366200Z 2025-07-24T04:20:27.4366350Z Send or Receive a batch of tensors asynchronously and return a list of requests. 2025-07-24T04:20:27.4366570Z 2025-07-24T04:20:27.4366720Z Process each of the operations in ``p2p_op_list`` and return the corresponding 2025-07-24T04:20:27.4367050Z requests. NCCL, Gloo, and UCC backend are currently supported. 2025-07-24T04:20:27.4367240Z 2025-07-24T04:20:27.4367280Z Args: 2025-07-24T04:20:27.4367490Z p2p_op_list: A list of point-to-point operations(type of each operator is 2025-07-24T04:20:27.4367830Z ``torch.distributed.P2POp``). The order of the isend/irecv in the list 2025-07-24T04:20:27.4368160Z matters and it needs to match with corresponding isend/irecv on the 2025-07-24T04:20:27.4368460Z remote end. 2025-07-24T04:20:27.4368550Z 2025-07-24T04:20:27.4368590Z Returns: 2025-07-24T04:20:27.4368810Z A list of distributed request objects returned by calling the corresponding 2025-07-24T04:20:27.4369070Z op in the op_list. 2025-07-24T04:20:27.4369170Z 2025-07-24T04:20:27.4369210Z Examples: 2025-07-24T04:20:27.4369340Z >>> # xdoctest: +SKIP("no rank") 2025-07-24T04:20:27.4369580Z >>> send_tensor = torch.arange(2, dtype=torch.float32) + 2 * rank 2025-07-24T04:20:27.4369860Z >>> recv_tensor = torch.randn(2, dtype=torch.float32) 2025-07-24T04:20:27.4370150Z >>> send_op = dist.P2POp(dist.isend, send_tensor, (rank + 1) % world_size) 2025-07-24T04:20:27.4370440Z >>> recv_op = dist.P2POp( 2025-07-24T04:20:27.4370670Z ... dist.irecv, recv_tensor, (rank - 1 + world_size) % world_size 2025-07-24T04:20:27.4370890Z ... ) 2025-07-24T04:20:27.4371040Z >>> reqs = batch_isend_irecv([send_op, recv_op]) 2025-07-24T04:20:27.4371250Z >>> for req in reqs: 2025-07-24T04:20:27.4371390Z >>> req.wait() 2025-07-24T04:20:27.4371530Z >>> recv_tensor 2025-07-24T04:20:27.4371660Z tensor([2, 3]) # Rank 0 2025-07-24T04:20:27.4371830Z tensor([0, 1]) # Rank 1 2025-07-24T04:20:27.4371930Z 2025-07-24T04:20:27.4372080Z .. note:: Note that when this API is used with the NCCL PG backend, users must set 2025-07-24T04:20:27.4372450Z the current GPU device with `torch.cuda.set_device`, otherwise it will 2025-07-24T04:20:27.4372710Z lead to unexpected hang issues. 2025-07-24T04:20:27.4372840Z 2025-07-24T04:20:27.4373010Z In addition, if this API is the first collective call in the ``group`` 2025-07-24T04:20:27.4373340Z passed to ``dist.P2POp``, all ranks of the ``group`` must participate in 2025-07-24T04:20:27.4373680Z this API call; otherwise, the behavior is undefined. If this API call is 2025-07-24T04:20:27.4374020Z not the first collective call in the ``group``, batched P2P operations 2025-07-24T04:20:27.4374340Z involving only a subset of ranks of the ``group`` are allowed. 2025-07-24T04:20:27.4374520Z 2025-07-24T04:20:27.4374670Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4374890Z 2025-07-24T04:20:27.4375290Z msg = Cannot scrape callname=all_reduce in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=2838. 2025-07-24T04:20:27.4375910Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4376130Z 2025-07-24T04:20:27.4376300Z Reduces the tensor data across all machines in a way that all get the final result. 2025-07-24T04:20:27.4376530Z 2025-07-24T04:20:27.4376670Z After the call ``tensor`` is going to be bitwise identical in all processes. 2025-07-24T04:20:27.4376870Z 2025-07-24T04:20:27.4376940Z Complex tensors are supported. 2025-07-24T04:20:27.4377050Z 2025-07-24T04:20:27.4377100Z Args: 2025-07-24T04:20:27.4377290Z tensor (Tensor): Input and output of the collective. The function 2025-07-24T04:20:27.4377540Z operates in-place. 2025-07-24T04:20:27.4377710Z op (optional): One of the values from 2025-07-24T04:20:27.4377910Z ``torch.distributed.ReduceOp`` 2025-07-24T04:20:27.4378160Z enum. Specifies an operation used for element-wise reductions. 2025-07-24T04:20:27.4378490Z group (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:27.4378770Z the default process group will be used. 2025-07-24T04:20:27.4379040Z async_op (bool, optional): Whether this op should be an async op 2025-07-24T04:20:27.4379220Z 2025-07-24T04:20:27.4379270Z Returns: 2025-07-24T04:20:27.4379420Z Async work handle, if async_op is set to True. 2025-07-24T04:20:27.4379660Z None, if not async_op or if not part of the group 2025-07-24T04:20:27.4379810Z 2025-07-24T04:20:27.4379860Z Examples: 2025-07-24T04:20:27.4380020Z >>> # xdoctest: +SKIP("no rank") 2025-07-24T04:20:27.4380230Z >>> # All tensors below are of torch.int64 type. 2025-07-24T04:20:27.4380440Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:27.4380650Z >>> device = torch.device(f"cuda:{rank}") 2025-07-24T04:20:27.4380920Z >>> tensor = torch.arange(2, dtype=torch.int64, device=device) + 1 + 2 * rank 2025-07-24T04:20:27.4381180Z >>> tensor 2025-07-24T04:20:27.4381320Z tensor([1, 2], device='cuda:0') # Rank 0 2025-07-24T04:20:27.4381520Z tensor([3, 4], device='cuda:1') # Rank 1 2025-07-24T04:20:27.4381720Z >>> dist.all_reduce(tensor, op=ReduceOp.SUM) 2025-07-24T04:20:27.4381910Z >>> tensor 2025-07-24T04:20:27.4382050Z tensor([4, 6], device='cuda:0') # Rank 0 2025-07-24T04:20:27.4382280Z tensor([4, 6], device='cuda:1') # Rank 1 2025-07-24T04:20:27.4382410Z 2025-07-24T04:20:27.4382490Z >>> # All tensors below are of torch.cfloat type. 2025-07-24T04:20:27.4382710Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:27.4382900Z >>> tensor = torch.tensor( 2025-07-24T04:20:27.4383100Z ... [1 + 1j, 2 + 2j], dtype=torch.cfloat, device=device 2025-07-24T04:20:27.4383320Z ... ) + 2 * rank * (1 + 1j) 2025-07-24T04:20:27.4383470Z >>> tensor 2025-07-24T04:20:27.4383630Z tensor([1.+1.j, 2.+2.j], device='cuda:0') # Rank 0 2025-07-24T04:20:27.4383860Z tensor([3.+3.j, 4.+4.j], device='cuda:1') # Rank 1 2025-07-24T04:20:27.4384100Z >>> dist.all_reduce(tensor, op=ReduceOp.SUM) 2025-07-24T04:20:27.4384290Z >>> tensor 2025-07-24T04:20:27.4384450Z tensor([4.+4.j, 6.+6.j], device='cuda:0') # Rank 0 2025-07-24T04:20:27.4384710Z tensor([4.+4.j, 6.+6.j], device='cuda:1') # Rank 1 2025-07-24T04:20:27.4384860Z 2025-07-24T04:20:27.4384860Z 2025-07-24T04:20:27.4385020Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4448050Z 2025-07-24T04:20:27.4448620Z msg = Cannot scrape callname=gather_object in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=3198. 2025-07-24T04:20:27.4449310Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4449540Z 2025-07-24T04:20:27.4449680Z Gathers picklable objects from the whole group in a single process. 2025-07-24T04:20:27.4449890Z 2025-07-24T04:20:27.4450040Z Similar to :func:`gather`, but Python objects can be passed in. Note that the 2025-07-24T04:20:27.4450350Z object must be picklable in order to be gathered. 2025-07-24T04:20:27.4450500Z 2025-07-24T04:20:27.4450540Z Args: 2025-07-24T04:20:27.4450690Z obj (Any): Input object. Must be picklable. 2025-07-24T04:20:27.4450960Z object_gather_list (list[Any]): Output list. On the ``dst`` rank, it 2025-07-24T04:20:27.4451270Z should be correctly sized as the size of the group for this 2025-07-24T04:20:27.4451580Z collective and will contain the output. Must be ``None`` on non-dst 2025-07-24T04:20:27.4451840Z ranks. (default is ``None``) 2025-07-24T04:20:27.4452160Z dst (int, optional): Destination rank on global process group (regardless of ``group`` argument). 2025-07-24T04:20:27.4452540Z (If both ``dst`` and ``group_dst`` are None, default is global rank 0) 2025-07-24T04:20:27.4452870Z group: (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:27.4453200Z the default process group will be used. Default is ``None``. 2025-07-24T04:20:27.4453580Z group_dst (int, optional): Destination rank on ``group``. Invalid to specify both ``dst`` and ``group_dst`` 2025-07-24T04:20:27.4453860Z 2025-07-24T04:20:27.4453900Z Returns: 2025-07-24T04:20:27.4454080Z None. On the ``dst`` rank, ``object_gather_list`` will contain the 2025-07-24T04:20:27.4454320Z output of the collective. 2025-07-24T04:20:27.4454430Z 2025-07-24T04:20:27.4454570Z .. note:: Note that this API differs slightly from the gather collective 2025-07-24T04:20:27.4455000Z since it does not provide an async_op handle and thus will be a blocking 2025-07-24T04:20:27.4455240Z call. 2025-07-24T04:20:27.4455310Z 2025-07-24T04:20:27.4455450Z .. note:: For NCCL-based processed groups, internal tensor representations 2025-07-24T04:20:27.4455780Z of objects must be moved to the GPU device before communication takes 2025-07-24T04:20:27.4456060Z place. In this case, the device used is given by 2025-07-24T04:20:27.4456350Z ``torch.cuda.current_device()`` and it is the user's responsibility to 2025-07-24T04:20:27.4456680Z ensure that this is set so that each rank has an individual GPU, via 2025-07-24T04:20:27.4456930Z ``torch.cuda.set_device()``. 2025-07-24T04:20:27.4457050Z 2025-07-24T04:20:27.4457150Z .. warning:: 2025-07-24T04:20:27.4457370Z Object collectives have a number of serious performance and scalability 2025-07-24T04:20:27.4457690Z limitations. See :ref:`object_collectives` for details. 2025-07-24T04:20:27.4457870Z 2025-07-24T04:20:27.4457910Z .. warning:: 2025-07-24T04:20:27.4458110Z :func:`gather_object` uses ``pickle`` module implicitly, which is 2025-07-24T04:20:27.4458430Z known to be insecure. It is possible to construct malicious pickle data 2025-07-24T04:20:27.4458760Z which will execute arbitrary code during unpickling. Only call this 2025-07-24T04:20:27.4459020Z function with data you trust. 2025-07-24T04:20:27.4459150Z 2025-07-24T04:20:27.4459190Z .. warning:: 2025-07-24T04:20:27.4459420Z Calling :func:`gather_object` with GPU tensors is not well supported 2025-07-24T04:20:27.4459880Z and inefficient as it incurs GPU -> CPU transfer since tensors would be 2025-07-24T04:20:27.4460200Z pickled. Please consider using :func:`gather` instead. 2025-07-24T04:20:27.4460380Z 2025-07-24T04:20:27.4460430Z Example:: 2025-07-24T04:20:27.4460590Z >>> # xdoctest: +SKIP("need process group init") 2025-07-24T04:20:27.4460860Z >>> # Note: Process group initialization omitted on each rank. 2025-07-24T04:20:27.4461110Z >>> import torch.distributed as dist 2025-07-24T04:20:27.4461310Z >>> # Assumes world_size of 3. 2025-07-24T04:20:27.4461550Z >>> gather_objects = ["foo", 12, {1: 2}] # any picklable object 2025-07-24T04:20:27.4461810Z >>> output = [None for _ in gather_objects] 2025-07-24T04:20:27.4462010Z >>> dist.gather_object( 2025-07-24T04:20:27.4462190Z ... gather_objects[dist.get_rank()], 2025-07-24T04:20:27.4462420Z ... output if dist.get_rank() == 0 else None, 2025-07-24T04:20:27.4462620Z ... dst=0 2025-07-24T04:20:27.4462750Z ... ) 2025-07-24T04:20:27.4462860Z >>> # On rank 0 2025-07-24T04:20:27.4462990Z >>> output 2025-07-24T04:20:27.4463120Z ['foo', 12, {1: 2}] 2025-07-24T04:20:27.4463220Z 2025-07-24T04:20:27.4463370Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4463600Z 2025-07-24T04:20:27.4464020Z msg = Cannot scrape callname=all_gather in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=3794. 2025-07-24T04:20:27.4464660Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4464890Z 2025-07-24T04:20:27.4464980Z Gathers tensors from the whole group in a list. 2025-07-24T04:20:27.4465140Z 2025-07-24T04:20:27.4465220Z Complex and uneven sized tensors are supported. 2025-07-24T04:20:27.4465380Z 2025-07-24T04:20:27.4465430Z Args: 2025-07-24T04:20:27.4465610Z tensor_list (list[Tensor]): Output list. It should contain 2025-07-24T04:20:27.4465930Z correctly-sized tensors to be used for output of the collective. 2025-07-24T04:20:27.4466210Z Uneven sized tensors are supported. 2025-07-24T04:20:27.4466470Z tensor (Tensor): Tensor to be broadcast from current process. 2025-07-24T04:20:27.4466810Z group (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:27.4467100Z the default process group will be used. 2025-07-24T04:20:27.4467410Z async_op (bool, optional): Whether this op should be an async op 2025-07-24T04:20:27.4467610Z 2025-07-24T04:20:27.4467650Z Returns: 2025-07-24T04:20:27.4467810Z Async work handle, if async_op is set to True. 2025-07-24T04:20:27.4468060Z None, if not async_op or if not part of the group 2025-07-24T04:20:27.4468220Z 2025-07-24T04:20:27.4468270Z Examples: 2025-07-24T04:20:27.4468430Z >>> # xdoctest: +SKIP("need process group init") 2025-07-24T04:20:27.4468650Z >>> # All tensors below are of torch.int64 dtype. 2025-07-24T04:20:27.4468870Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:27.4469070Z >>> device = torch.device(f"cuda:{rank}") 2025-07-24T04:20:27.4469260Z >>> tensor_list = [ 2025-07-24T04:20:27.4469520Z ... torch.zeros(2, dtype=torch.int64, device=device) for _ in range(2) 2025-07-24T04:20:27.4469760Z ... ] 2025-07-24T04:20:27.4469870Z >>> tensor_list 2025-07-24T04:20:27.4470080Z [tensor([0, 0], device='cuda:0'), tensor([0, 0], device='cuda:0')] # Rank 0 2025-07-24T04:20:27.4470400Z [tensor([0, 0], device='cuda:1'), tensor([0, 0], device='cuda:1')] # Rank 1 2025-07-24T04:20:27.4470730Z >>> tensor = torch.arange(2, dtype=torch.int64, device=device) + 1 + 2 * rank 2025-07-24T04:20:27.4470980Z >>> tensor 2025-07-24T04:20:27.4471120Z tensor([1, 2], device='cuda:0') # Rank 0 2025-07-24T04:20:27.4471320Z tensor([3, 4], device='cuda:1') # Rank 1 2025-07-24T04:20:27.4471630Z >>> dist.all_gather(tensor_list, tensor) 2025-07-24T04:20:27.4471820Z >>> tensor_list 2025-07-24T04:20:27.4472060Z [tensor([1, 2], device='cuda:0'), tensor([3, 4], device='cuda:0')] # Rank 0 2025-07-24T04:20:27.4472370Z [tensor([1, 2], device='cuda:1'), tensor([3, 4], device='cuda:1')] # Rank 1 2025-07-24T04:20:27.4472560Z 2025-07-24T04:20:27.4472650Z >>> # All tensors below are of torch.cfloat dtype. 2025-07-24T04:20:27.4472870Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:27.4473060Z >>> tensor_list = [ 2025-07-24T04:20:27.4473290Z ... torch.zeros(2, dtype=torch.cfloat, device=device) for _ in range(2) 2025-07-24T04:20:27.4473530Z ... ] 2025-07-24T04:20:27.4473640Z >>> tensor_list 2025-07-24T04:20:27.4473880Z [tensor([0.+0.j, 0.+0.j], device='cuda:0'), tensor([0.+0.j, 0.+0.j], device='cuda:0')] # Rank 0 2025-07-24T04:20:27.4474240Z [tensor([0.+0.j, 0.+0.j], device='cuda:1'), tensor([0.+0.j, 0.+0.j], device='cuda:1')] # Rank 1 2025-07-24T04:20:27.4474520Z >>> tensor = torch.tensor( 2025-07-24T04:20:27.4474720Z ... [1 + 1j, 2 + 2j], dtype=torch.cfloat, device=device 2025-07-24T04:20:27.4474930Z ... ) + 2 * rank * (1 + 1j) 2025-07-24T04:20:27.4475080Z >>> tensor 2025-07-24T04:20:27.4475250Z tensor([1.+1.j, 2.+2.j], device='cuda:0') # Rank 0 2025-07-24T04:20:27.4475480Z tensor([3.+3.j, 4.+4.j], device='cuda:1') # Rank 1 2025-07-24T04:20:27.4475690Z >>> dist.all_gather(tensor_list, tensor) 2025-07-24T04:20:27.4475870Z >>> tensor_list 2025-07-24T04:20:27.4476100Z [tensor([1.+1.j, 2.+2.j], device='cuda:0'), tensor([3.+3.j, 4.+4.j], device='cuda:0')] # Rank 0 2025-07-24T04:20:27.4476460Z [tensor([1.+1.j, 2.+2.j], device='cuda:1'), tensor([3.+3.j, 4.+4.j], device='cuda:1')] # Rank 1 2025-07-24T04:20:27.4476680Z 2025-07-24T04:20:27.4476680Z 2025-07-24T04:20:27.4476830Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4477050Z 2025-07-24T04:20:27.4477480Z msg = Cannot scrape callname=all_to_all_single in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=4500. 2025-07-24T04:20:27.4478110Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4478340Z 2025-07-24T04:20:27.4478490Z Split input tensor and then scatter the split list to all processes in a group. 2025-07-24T04:20:27.4478710Z 2025-07-24T04:20:27.4478870Z Later the received tensors are concatenated from all the processes in the group 2025-07-24T04:20:27.4479230Z and returned as a single output tensor. 2025-07-24T04:20:27.4479370Z 2025-07-24T04:20:27.4479430Z Complex tensors are supported. 2025-07-24T04:20:27.4479550Z 2025-07-24T04:20:27.4479590Z Args: 2025-07-24T04:20:27.4479760Z output (Tensor): Gathered concatenated output tensor. 2025-07-24T04:20:27.4480000Z input (Tensor): Input tensor to scatter. 2025-07-24T04:20:27.4480280Z output_split_sizes: (list[Int], optional): Output split sizes for dim 0 2025-07-24T04:20:27.4480610Z if specified None or empty, dim 0 of ``output`` tensor must divide 2025-07-24T04:20:27.4480860Z equally by ``world_size``. 2025-07-24T04:20:27.4481110Z input_split_sizes: (list[Int], optional): Input split sizes for dim 0 2025-07-24T04:20:27.4481480Z if specified None or empty, dim 0 of ``input`` tensor must divide 2025-07-24T04:20:27.4481730Z equally by ``world_size``. 2025-07-24T04:20:27.4481980Z group (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:27.4482270Z the default process group will be used. 2025-07-24T04:20:27.4482530Z async_op (bool, optional): Whether this op should be an async op. 2025-07-24T04:20:27.4482720Z 2025-07-24T04:20:27.4482770Z Returns: 2025-07-24T04:20:27.4482920Z Async work handle, if async_op is set to True. 2025-07-24T04:20:27.4483160Z None, if not async_op or if not part of the group. 2025-07-24T04:20:27.4483370Z 2025-07-24T04:20:27.4483420Z .. warning:: 2025-07-24T04:20:27.4483600Z `all_to_all_single` is experimental and subject to change. 2025-07-24T04:20:27.4483760Z 2025-07-24T04:20:27.4483870Z Examples: 2025-07-24T04:20:27.4484010Z >>> # xdoctest: +SKIP("Undefined rank") 2025-07-24T04:20:27.4484210Z >>> input = torch.arange(4) + rank * 4 2025-07-24T04:20:27.4484390Z >>> input 2025-07-24T04:20:27.4489790Z tensor([0, 1, 2, 3]) # Rank 0 2025-07-24T04:20:27.4489980Z tensor([4, 5, 6, 7]) # Rank 1 2025-07-24T04:20:27.4490160Z tensor([8, 9, 10, 11]) # Rank 2 2025-07-24T04:20:27.4490330Z tensor([12, 13, 14, 15]) # Rank 3 2025-07-24T04:20:27.4490540Z >>> output = torch.empty([4], dtype=torch.int64) 2025-07-24T04:20:27.4490760Z >>> dist.all_to_all_single(output, input) 2025-07-24T04:20:27.4490800Z >>> output 2025-07-24T04:20:27.4490860Z tensor([0, 4, 8, 12]) # Rank 0 2025-07-24T04:20:27.4490910Z tensor([1, 5, 9, 13]) # Rank 1 2025-07-24T04:20:27.4490970Z tensor([2, 6, 10, 14]) # Rank 2 2025-07-24T04:20:27.4491020Z tensor([3, 7, 11, 15]) # Rank 3 2025-07-24T04:20:27.4491030Z 2025-07-24T04:20:27.4491130Z >>> # Essentially, it is similar to following operation: 2025-07-24T04:20:27.4491220Z >>> scatter_list = list(input.chunk(world_size)) 2025-07-24T04:20:27.4491300Z >>> gather_list = list(output.chunk(world_size)) 2025-07-24T04:20:27.4491360Z >>> for i in range(world_size): 2025-07-24T04:20:27.4491500Z >>> dist.scatter(gather_list[i], scatter_list if i == rank else [], src = i) 2025-07-24T04:20:27.4491510Z 2025-07-24T04:20:27.4491570Z >>> # Another example with uneven split 2025-07-24T04:20:27.4491620Z >>> input 2025-07-24T04:20:27.4491720Z tensor([0, 1, 2, 3, 4, 5]) # Rank 0 2025-07-24T04:20:27.4491820Z tensor([10, 11, 12, 13, 14, 15, 16, 17, 18]) # Rank 1 2025-07-24T04:20:27.4491920Z tensor([20, 21, 22, 23, 24]) # Rank 2 2025-07-24T04:20:27.4492020Z tensor([30, 31, 32, 33, 34, 35, 36]) # Rank 3 2025-07-24T04:20:27.4492070Z >>> input_splits 2025-07-24T04:20:27.4492150Z [2, 2, 1, 1] # Rank 0 2025-07-24T04:20:27.4492230Z [3, 2, 2, 2] # Rank 1 2025-07-24T04:20:27.4492310Z [2, 1, 1, 1] # Rank 2 2025-07-24T04:20:27.4492390Z [2, 2, 2, 1] # Rank 3 2025-07-24T04:20:27.4492550Z >>> output_splits 2025-07-24T04:20:27.4492630Z [2, 3, 2, 2] # Rank 0 2025-07-24T04:20:27.4492700Z [2, 2, 1, 2] # Rank 1 2025-07-24T04:20:27.4492780Z [1, 2, 1, 2] # Rank 2 2025-07-24T04:20:27.4492860Z [1, 2, 1, 1] # Rank 3 2025-07-24T04:20:27.4492910Z >>> output = ... 2025-07-24T04:20:27.4493040Z >>> dist.all_to_all_single(output, input, output_splits, input_splits) 2025-07-24T04:20:27.4493080Z >>> output 2025-07-24T04:20:27.4493220Z tensor([ 0, 1, 10, 11, 12, 20, 21, 30, 31]) # Rank 0 2025-07-24T04:20:27.4493320Z tensor([ 2, 3, 13, 14, 22, 32, 33]) # Rank 1 2025-07-24T04:20:27.4493410Z tensor([ 4, 15, 16, 23, 34, 35]) # Rank 2 2025-07-24T04:20:27.4493510Z tensor([ 5, 17, 18, 24, 36]) # Rank 3 2025-07-24T04:20:27.4493510Z 2025-07-24T04:20:27.4493510Z 2025-07-24T04:20:27.4493610Z >>> # Another example with tensors of torch.cfloat type. 2025-07-24T04:20:27.4493670Z >>> input = torch.tensor( 2025-07-24T04:20:27.4493760Z ... [1 + 1j, 2 + 2j, 3 + 3j, 4 + 4j], dtype=torch.cfloat 2025-07-24T04:20:27.4493830Z ... ) + 4 * rank * (1 + 1j) 2025-07-24T04:20:27.4493880Z >>> input 2025-07-24T04:20:27.4493990Z tensor([1+1j, 2+2j, 3+3j, 4+4j]) # Rank 0 2025-07-24T04:20:27.4494130Z tensor([5+5j, 6+6j, 7+7j, 8+8j]) # Rank 1 2025-07-24T04:20:27.4494240Z tensor([9+9j, 10+10j, 11+11j, 12+12j]) # Rank 2 2025-07-24T04:20:27.4494360Z tensor([13+13j, 14+14j, 15+15j, 16+16j]) # Rank 3 2025-07-24T04:20:27.4494440Z >>> output = torch.empty([4], dtype=torch.int64) 2025-07-24T04:20:27.4494520Z >>> dist.all_to_all_single(output, input) 2025-07-24T04:20:27.4494560Z >>> output 2025-07-24T04:20:27.4494670Z tensor([1+1j, 5+5j, 9+9j, 13+13j]) # Rank 0 2025-07-24T04:20:27.4494780Z tensor([2+2j, 6+6j, 10+10j, 14+14j]) # Rank 1 2025-07-24T04:20:27.4494880Z tensor([3+3j, 7+7j, 11+11j, 15+15j]) # Rank 2 2025-07-24T04:20:27.4494990Z tensor([4+4j, 8+8j, 12+12j, 16+16j]) # Rank 3 2025-07-24T04:20:27.4494990Z 2025-07-24T04:20:27.4495150Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4692020Z 2025-07-24T04:20:27.4692690Z msg = Cannot scrape callname=all_to_all in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=4642. 2025-07-24T04:20:27.4692870Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4692880Z 2025-07-24T04:20:27.4693120Z Scatters list of input tensors to all processes in a group and return gathered list of tensors in output list. 2025-07-24T04:20:27.4693120Z 2025-07-24T04:20:27.4693230Z Complex tensors are supported. 2025-07-24T04:20:27.4693230Z 2025-07-24T04:20:27.4693280Z Args: 2025-07-24T04:20:27.4693420Z output_tensor_list (list[Tensor]): List of tensors to be gathered one 2025-07-24T04:20:27.4693470Z per rank. 2025-07-24T04:20:27.4693620Z input_tensor_list (list[Tensor]): List of tensors to scatter one per rank. 2025-07-24T04:20:27.4693770Z group (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:27.4693850Z the default process group will be used. 2025-07-24T04:20:27.4693990Z async_op (bool, optional): Whether this op should be an async op. 2025-07-24T04:20:27.4693990Z 2025-07-24T04:20:27.4694040Z Returns: 2025-07-24T04:20:27.4694130Z Async work handle, if async_op is set to True. 2025-07-24T04:20:27.4694410Z None, if not async_op or if not part of the group. 2025-07-24T04:20:27.4694410Z 2025-07-24T04:20:27.4694470Z .. warning:: 2025-07-24T04:20:27.4694570Z `all_to_all` is experimental and subject to change. 2025-07-24T04:20:27.4694570Z 2025-07-24T04:20:27.4694620Z Examples: 2025-07-24T04:20:27.4694690Z >>> # xdoctest: +SKIP("Undefined rank") 2025-07-24T04:20:27.4694760Z >>> input = torch.arange(4) + rank * 4 2025-07-24T04:20:27.4694830Z >>> input = list(input.chunk(4)) 2025-07-24T04:20:27.4694880Z >>> input 2025-07-24T04:20:27.4694990Z [tensor([0]), tensor([1]), tensor([2]), tensor([3])] # Rank 0 2025-07-24T04:20:27.4695100Z [tensor([4]), tensor([5]), tensor([6]), tensor([7])] # Rank 1 2025-07-24T04:20:27.4695290Z [tensor([8]), tensor([9]), tensor([10]), tensor([11])] # Rank 2 2025-07-24T04:20:27.4695400Z [tensor([12]), tensor([13]), tensor([14]), tensor([15])] # Rank 3 2025-07-24T04:20:27.4695520Z >>> output = list(torch.empty([4], dtype=torch.int64).chunk(4)) 2025-07-24T04:20:27.4695590Z >>> dist.all_to_all(output, input) 2025-07-24T04:20:27.4695640Z >>> output 2025-07-24T04:20:27.4695750Z [tensor([0]), tensor([4]), tensor([8]), tensor([12])] # Rank 0 2025-07-24T04:20:27.4695850Z [tensor([1]), tensor([5]), tensor([9]), tensor([13])] # Rank 1 2025-07-24T04:20:27.4695960Z [tensor([2]), tensor([6]), tensor([10]), tensor([14])] # Rank 2 2025-07-24T04:20:27.4696090Z [tensor([3]), tensor([7]), tensor([11]), tensor([15])] # Rank 3 2025-07-24T04:20:27.4696090Z 2025-07-24T04:20:27.4696250Z >>> # Essentially, it is similar to following operation: 2025-07-24T04:20:27.4696310Z >>> scatter_list = input 2025-07-24T04:20:27.4696370Z >>> gather_list = output 2025-07-24T04:20:27.4696430Z >>> for i in range(world_size): 2025-07-24T04:20:27.4696580Z >>> dist.scatter(gather_list[i], scatter_list if i == rank else [], src=i) 2025-07-24T04:20:27.4696580Z 2025-07-24T04:20:27.4696620Z >>> input 2025-07-24T04:20:27.4696720Z tensor([0, 1, 2, 3, 4, 5]) # Rank 0 2025-07-24T04:20:27.4696820Z tensor([10, 11, 12, 13, 14, 15, 16, 17, 18]) # Rank 1 2025-07-24T04:20:27.4696920Z tensor([20, 21, 22, 23, 24]) # Rank 2 2025-07-24T04:20:27.4697020Z tensor([30, 31, 32, 33, 34, 35, 36]) # Rank 3 2025-07-24T04:20:27.4697080Z >>> input_splits 2025-07-24T04:20:27.4697150Z [2, 2, 1, 1] # Rank 0 2025-07-24T04:20:27.4697230Z [3, 2, 2, 2] # Rank 1 2025-07-24T04:20:27.4697310Z [2, 1, 1, 1] # Rank 2 2025-07-24T04:20:27.4697390Z [2, 2, 2, 1] # Rank 3 2025-07-24T04:20:27.4697440Z >>> output_splits 2025-07-24T04:20:27.4697520Z [2, 3, 2, 2] # Rank 0 2025-07-24T04:20:27.4697600Z [2, 2, 1, 2] # Rank 1 2025-07-24T04:20:27.4697670Z [1, 2, 1, 2] # Rank 2 2025-07-24T04:20:27.4697760Z [1, 2, 1, 1] # Rank 3 2025-07-24T04:20:27.4697840Z >>> input = list(input.split(input_splits)) 2025-07-24T04:20:27.4697880Z >>> input 2025-07-24T04:20:27.4698010Z [tensor([0, 1]), tensor([2, 3]), tensor([4]), tensor([5])] # Rank 0 2025-07-24T04:20:27.4698130Z [tensor([10, 11, 12]), tensor([13, 14]), tensor([15, 16]), tensor([17, 18])] # Rank 1 2025-07-24T04:20:27.4698260Z [tensor([20, 21]), tensor([22]), tensor([23]), tensor([24])] # Rank 2 2025-07-24T04:20:27.4698390Z [tensor([30, 31]), tensor([32, 33]), tensor([34, 35]), tensor([36])] # Rank 3 2025-07-24T04:20:27.4698440Z >>> output = ... 2025-07-24T04:20:27.4698540Z >>> dist.all_to_all(output, input) 2025-07-24T04:20:27.4698580Z >>> output 2025-07-24T04:20:27.4698700Z [tensor([0, 1]), tensor([10, 11, 12]), tensor([20, 21]), tensor([30, 31])] # Rank 0 2025-07-24T04:20:27.4698820Z [tensor([2, 3]), tensor([13, 14]), tensor([22]), tensor([32, 33])] # Rank 1 2025-07-24T04:20:27.4698940Z [tensor([4]), tensor([15, 16]), tensor([23]), tensor([34, 35])] # Rank 2 2025-07-24T04:20:27.4699070Z [tensor([5]), tensor([17, 18]), tensor([24]), tensor([36])] # Rank 3 2025-07-24T04:20:27.4699070Z 2025-07-24T04:20:27.4699180Z >>> # Another example with tensors of torch.cfloat type. 2025-07-24T04:20:27.4699230Z >>> input = torch.tensor( 2025-07-24T04:20:27.4699360Z ... [1 + 1j, 2 + 2j, 3 + 3j, 4 + 4j], dtype=torch.cfloat 2025-07-24T04:20:27.4699420Z ... ) + 4 * rank * (1 + 1j) 2025-07-24T04:20:27.4699480Z >>> input = list(input.chunk(4)) 2025-07-24T04:20:27.4699530Z >>> input 2025-07-24T04:20:27.4699660Z [tensor([1+1j]), tensor([2+2j]), tensor([3+3j]), tensor([4+4j])] # Rank 0 2025-07-24T04:20:27.4699790Z [tensor([5+5j]), tensor([6+6j]), tensor([7+7j]), tensor([8+8j])] # Rank 1 2025-07-24T04:20:27.4699920Z [tensor([9+9j]), tensor([10+10j]), tensor([11+11j]), tensor([12+12j])] # Rank 2 2025-07-24T04:20:27.4700100Z [tensor([13+13j]), tensor([14+14j]), tensor([15+15j]), tensor([16+16j])] # Rank 3 2025-07-24T04:20:27.4700210Z >>> output = list(torch.empty([4], dtype=torch.int64).chunk(4)) 2025-07-24T04:20:27.4700280Z >>> dist.all_to_all(output, input) 2025-07-24T04:20:27.4700360Z >>> output 2025-07-24T04:20:27.4700490Z [tensor([1+1j]), tensor([5+5j]), tensor([9+9j]), tensor([13+13j])] # Rank 0 2025-07-24T04:20:27.4700620Z [tensor([2+2j]), tensor([6+6j]), tensor([10+10j]), tensor([14+14j])] # Rank 1 2025-07-24T04:20:27.4700750Z [tensor([3+3j]), tensor([7+7j]), tensor([11+11j]), tensor([15+15j])] # Rank 2 2025-07-24T04:20:27.4700870Z [tensor([4+4j]), tensor([8+8j]), tensor([12+12j]), tensor([16+16j])] # Rank 3 2025-07-24T04:20:27.4700880Z 2025-07-24T04:20:27.4700880Z 2025-07-24T04:20:27.4701040Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4701040Z 2025-07-24T04:20:27.4701410Z msg = Cannot scrape callname=__doc__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/launch.py line=2. 2025-07-24T04:20:27.4701570Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4701580Z 2025-07-24T04:20:27.4701650Z Module ``torch.distributed.launch``. 2025-07-24T04:20:27.4701650Z 2025-07-24T04:20:27.4701800Z ``torch.distributed.launch`` is a module that spawns up multiple distributed 2025-07-24T04:20:27.4701890Z training processes on each of the training nodes. 2025-07-24T04:20:27.4701890Z 2025-07-24T04:20:27.4701950Z .. warning:: 2025-07-24T04:20:27.4701950Z 2025-07-24T04:20:27.4702110Z This module is going to be deprecated in favor of :ref:`torchrun `. 2025-07-24T04:20:27.4702110Z 2025-07-24T04:20:27.4702260Z The utility can be used for single-node distributed training, in which one or 2025-07-24T04:20:27.4702400Z more processes per node will be spawned. The utility can be used for either 2025-07-24T04:20:27.4702550Z CPU training or GPU training. If the utility is used for GPU training, 2025-07-24T04:20:27.4702690Z each distributed process will be operating on a single GPU. This can achieve 2025-07-24T04:20:27.4702840Z well-improved single-node training performance. It can also be used in 2025-07-24T04:20:27.4703000Z multi-node distributed training, by spawning up multiple processes on each node 2025-07-24T04:20:27.4703140Z for well-improved multi-node distributed training performance as well. 2025-07-24T04:20:27.4703280Z This will especially be beneficial for systems with multiple Infiniband 2025-07-24T04:20:27.4703480Z interfaces that have direct-GPU support, since all of them can be utilized for 2025-07-24T04:20:27.4703550Z aggregated communication bandwidth. 2025-07-24T04:20:27.4703550Z 2025-07-24T04:20:27.4703700Z In both cases of single-node distributed training or multi-node distributed 2025-07-24T04:20:27.4703840Z training, this utility will launch the given number of processes per node 2025-07-24T04:20:27.4703980Z (``--nproc-per-node``). If used for GPU training, this number needs to be less 2025-07-24T04:20:27.4704120Z or equal to the number of GPUs on the current system (``nproc_per_node``), 2025-07-24T04:20:27.4704240Z and each process will be operating on a single GPU from *GPU 0 to 2025-07-24T04:20:27.4704310Z GPU (nproc_per_node - 1)*. 2025-07-24T04:20:27.4704350Z 2025-07-24T04:20:27.4704410Z **How to use this module:** 2025-07-24T04:20:27.4704410Z 2025-07-24T04:20:27.4704510Z 1. Single-Node multi-process distributed training 2025-07-24T04:20:27.4704510Z 2025-07-24T04:20:27.4704550Z :: 2025-07-24T04:20:27.4704550Z 2025-07-24T04:20:27.4704700Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-07-24T04:20:27.4704820Z YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 and all other 2025-07-24T04:20:27.4704900Z arguments of your training script) 2025-07-24T04:20:27.4704900Z 2025-07-24T04:20:27.4705030Z 2. Multi-Node multi-process distributed training: (e.g. two nodes) 2025-07-24T04:20:27.4705030Z 2025-07-24T04:20:27.4705060Z 2025-07-24T04:20:27.4705150Z Node 1: *(IP: 192.168.1.1, and has a free port: 1234)* 2025-07-24T04:20:27.4705160Z 2025-07-24T04:20:27.4705200Z :: 2025-07-24T04:20:27.4705200Z 2025-07-24T04:20:27.4705390Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-07-24T04:20:27.4705500Z --nnodes=2 --node-rank=0 --master-addr="192.168.1.1" 2025-07-24T04:20:27.4705640Z --master-port=1234 YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 2025-07-24T04:20:27.4705730Z and all other arguments of your training script) 2025-07-24T04:20:27.4705730Z 2025-07-24T04:20:27.4705780Z Node 2: 2025-07-24T04:20:27.4705780Z 2025-07-24T04:20:27.4705820Z :: 2025-07-24T04:20:27.4705830Z 2025-07-24T04:20:27.4705970Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-07-24T04:20:27.4706070Z --nnodes=2 --node-rank=1 --master-addr="192.168.1.1" 2025-07-24T04:20:27.4706200Z --master-port=1234 YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 2025-07-24T04:20:27.4706290Z and all other arguments of your training script) 2025-07-24T04:20:27.4706300Z 2025-07-24T04:20:27.4706400Z 3. To look up what optional arguments this module offers: 2025-07-24T04:20:27.4706400Z 2025-07-24T04:20:27.4706450Z :: 2025-07-24T04:20:27.4706450Z 2025-07-24T04:20:27.4706540Z python -m torch.distributed.launch --help 2025-07-24T04:20:27.4706540Z 2025-07-24T04:20:27.4706540Z 2025-07-24T04:20:27.4706590Z **Important Notices:** 2025-07-24T04:20:27.4706590Z 2025-07-24T04:20:27.4706710Z 1. This utility and multi-process distributed (single-node or 2025-07-24T04:20:27.4706860Z multi-node) GPU training currently only achieves the best performance using 2025-07-24T04:20:27.4707020Z the NCCL distributed backend. Thus NCCL backend is the recommended backend to 2025-07-24T04:20:27.4707070Z use for GPU training. 2025-07-24T04:20:27.4707070Z 2025-07-24T04:20:27.4707210Z 2. In your training program, you must parse the command-line argument: 2025-07-24T04:20:27.4707350Z ``--local-rank=LOCAL_PROCESS_RANK``, which will be provided by this module. 2025-07-24T04:20:27.4707490Z If your training program uses GPUs, you should ensure that your code only 2025-07-24T04:20:27.4707610Z runs on the GPU device of LOCAL_PROCESS_RANK. This can be done by: 2025-07-24T04:20:27.4707610Z 2025-07-24T04:20:27.4707680Z Parsing the local_rank argument 2025-07-24T04:20:27.4707680Z 2025-07-24T04:20:27.4707720Z :: 2025-07-24T04:20:27.4707730Z 2025-07-24T04:20:27.4707780Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.4707870Z >>> import argparse 2025-07-24T04:20:27.4707950Z >>> parser = argparse.ArgumentParser() 2025-07-24T04:20:27.4708070Z >>> parser.add_argument("--local-rank", "--local_rank", type=int) 2025-07-24T04:20:27.4708130Z >>> args = parser.parse_args() 2025-07-24T04:20:27.4708130Z 2025-07-24T04:20:27.4708200Z Set your device to local rank using either 2025-07-24T04:20:27.4708200Z 2025-07-24T04:20:27.4708250Z :: 2025-07-24T04:20:27.4708250Z 2025-07-24T04:20:27.4708370Z >>> torch.cuda.set_device(args.local_rank) # before your code runs 2025-07-24T04:20:27.4708370Z 2025-07-24T04:20:27.4708420Z or 2025-07-24T04:20:27.4708420Z 2025-07-24T04:20:27.4708460Z :: 2025-07-24T04:20:27.4708460Z 2025-07-24T04:20:27.4708580Z >>> with torch.cuda.device(args.local_rank): 2025-07-24T04:20:27.4708630Z >>> # your code to run 2025-07-24T04:20:27.4708680Z >>> ... 2025-07-24T04:20:27.4708680Z 2025-07-24T04:20:27.4708740Z .. versionchanged:: 2.0.0 2025-07-24T04:20:27.4708740Z 2025-07-24T04:20:27.4708890Z The launcher will passes the ``--local-rank=`` argument to your script. 2025-07-24T04:20:27.4709040Z From PyTorch 2.0.0 onwards, the dashed ``--local-rank`` is preferred over the 2025-07-24T04:20:27.4709130Z previously used underscored ``--local_rank``. 2025-07-24T04:20:27.4709130Z 2025-07-24T04:20:27.4709270Z For backward compatibility, it may be necessary for users to handle both 2025-07-24T04:20:27.4709450Z cases in their argument parsing code. This means including both ``"--local-rank"`` 2025-07-24T04:20:27.4709620Z and ``"--local_rank"`` in the argument parser. If only ``"--local_rank"`` is 2025-07-24T04:20:27.4709780Z provided, the launcher will trigger an error: "error: unrecognized arguments: 2025-07-24T04:20:27.4709920Z --local-rank=". For training code that only supports PyTorch 2.0.0+, 2025-07-24T04:20:27.4710020Z including ``"--local-rank"`` should be sufficient. 2025-07-24T04:20:27.4710020Z 2025-07-24T04:20:27.4710160Z 3. In your training program, you are supposed to call the following function 2025-07-24T04:20:27.4710310Z at the beginning to start the distributed backend. It is strongly recommended 2025-07-24T04:20:27.4710450Z that ``init_method=env://``. Other init methods (e.g. ``tcp://``) may work, 2025-07-24T04:20:27.4710570Z but ``env://`` is the one that is officially supported by this module. 2025-07-24T04:20:27.4710570Z 2025-07-24T04:20:27.4710620Z :: 2025-07-24T04:20:27.4710620Z 2025-07-24T04:20:27.4710750Z >>> torch.distributed.init_process_group(backend='YOUR BACKEND', 2025-07-24T04:20:27.4710850Z >>> init_method='env://') 2025-07-24T04:20:27.4710850Z 2025-07-24T04:20:27.4710990Z 4. In your training program, you can either use regular distributed functions 2025-07-24T04:20:27.4711140Z or use :func:`torch.nn.parallel.DistributedDataParallel` module. If your 2025-07-24T04:20:27.4711270Z training program uses GPUs for training and you would like to use 2025-07-24T04:20:27.4711390Z :func:`torch.nn.parallel.DistributedDataParallel` module, 2025-07-24T04:20:27.4711450Z here is how to configure it. 2025-07-24T04:20:27.4711450Z 2025-07-24T04:20:27.4711490Z :: 2025-07-24T04:20:27.4711500Z 2025-07-24T04:20:27.4711620Z >>> model = torch.nn.parallel.DistributedDataParallel(model, 2025-07-24T04:20:27.4711710Z >>> device_ids=[args.local_rank], 2025-07-24T04:20:27.4711800Z >>> output_device=args.local_rank) 2025-07-24T04:20:27.4711800Z 2025-07-24T04:20:27.4711950Z Please ensure that ``device_ids`` argument is set to be the only GPU device id 2025-07-24T04:20:27.4712090Z that your code will be operating on. This is generally the local rank of the 2025-07-24T04:20:27.4712260Z process. In other words, the ``device_ids`` needs to be ``[args.local_rank]``, 2025-07-24T04:20:27.4712390Z and ``output_device`` needs to be ``args.local_rank`` in order to use this 2025-07-24T04:20:27.4712470Z utility 2025-07-24T04:20:27.4712480Z 2025-07-24T04:20:27.4712630Z 5. Another way to pass ``local_rank`` to the subprocesses via environment variable 2025-07-24T04:20:27.4712760Z ``LOCAL_RANK``. This behavior is enabled when you launch the script with 2025-07-24T04:20:27.4712890Z ``--use-env=True``. You must adjust the subprocess example above to replace 2025-07-24T04:20:27.4713020Z ``args.local_rank`` with ``os.environ['LOCAL_RANK']``; the launcher 2025-07-24T04:20:27.4713130Z will not pass ``--local-rank`` when you specify this flag. 2025-07-24T04:20:27.4713130Z 2025-07-24T04:20:27.4713180Z .. warning:: 2025-07-24T04:20:27.4713180Z 2025-07-24T04:20:27.4713310Z ``local_rank`` is NOT globally unique: it is only unique per process 2025-07-24T04:20:27.4713470Z on a machine. Thus, don't use it to decide if you should, e.g., 2025-07-24T04:20:27.4713540Z write to a networked filesystem. See 2025-07-24T04:20:27.4713680Z https://github.com/pytorch/pytorch/issues/12042 for an example of 2025-07-24T04:20:27.4713780Z how things can go wrong if you don't do this correctly. 2025-07-24T04:20:27.4713780Z 2025-07-24T04:20:27.4713780Z 2025-07-24T04:20:27.4713780Z 2025-07-24T04:20:27.4713790Z 2025-07-24T04:20:27.4713940Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4890830Z 2025-07-24T04:20:27.4891650Z msg = Cannot scrape callname=DeviceMesh.__getitem__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/device_mesh.py line=689. 2025-07-24T04:20:27.4891930Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:27.4891940Z 2025-07-24T04:20:27.4892120Z Slice the current DeviceMesh based on the mesh_dim_names given to create a submesh. 2025-07-24T04:20:27.4892290Z The submesh created consists of the dimensions and the communicators indicated by 2025-07-24T04:20:27.4892340Z ``mesh_dim_names`` 2025-07-24T04:20:27.4892350Z 2025-07-24T04:20:27.4892400Z Args: 2025-07-24T04:20:27.4892550Z mesh_dim_names (Union[str, Tuple[str]]): the name or the tuple of names of the 2025-07-24T04:20:27.4892670Z mesh dimension of the DeviceMesh to create the submesh for. 2025-07-24T04:20:27.4892720Z Returns: 2025-07-24T04:20:27.4892780Z A :class:`DeviceMesh` object 2025-07-24T04:20:27.4892790Z 2025-07-24T04:20:27.4892970Z The following program runs on each process/rank in an SPMD manner in a world size of 8. 2025-07-24T04:20:27.4893030Z In the first example: 2025-07-24T04:20:27.4893200Z Calling mesh_2d["tp"] on rank 0, 1, 2, 3 returns a 1D submesh of DeviceMesh:([0, 1, 2, 3]). 2025-07-24T04:20:27.4893360Z Calling mesh_2d["tp"] on rank 4, 5, 6, 7 returns a 1D submesh of DeviceMesh:([4, 5, 6, 7]). 2025-07-24T04:20:27.4893510Z Calling mesh_2d["dp"] on rank 0, 4 returns a 1D submesh of DeviceMesh:([0, 4]). 2025-07-24T04:20:27.4893650Z Calling mesh_2d["dp"] on rank 1, 5 returns a 1D submesh of DeviceMesh:([1, 5]). 2025-07-24T04:20:27.4893790Z Calling mesh_2d["dp"] on rank 2, 6 returns a 1D submesh of DeviceMesh:([2, 6]). 2025-07-24T04:20:27.4893930Z Calling mesh_2d["dp"] on rank 3, 7 returns a 1D submesh of DeviceMesh:([3, 7]). 2025-07-24T04:20:27.4893930Z 2025-07-24T04:20:27.4893990Z In the second example: 2025-07-24T04:20:27.4894160Z Calling mesh_3d["dp", "cp"] on rank 0, 1, 4, 5 returns a 2D submesh of DeviceMesh:([[0, 1], [4, 5]]). 2025-07-24T04:20:27.4894330Z Calling mesh_3d["dp", "cp"] on rank 2, 3, 6, 7 returns a 2D submesh of DeviceMesh:([[2, 3], [6, 7]]). 2025-07-24T04:20:27.4894500Z Calling mesh_3d["cp", "dp"] on rank 0, 1, 4, 5 returns a 2D submesh of DeviceMesh:([[0, 4], [1, 5]]). 2025-07-24T04:20:27.4894670Z Calling mesh_3d["cp", "dp"] on rank 2, 3, 6, 7 returns a 2D submesh of DeviceMesh:([[2, 6], [3, 7]]). 2025-07-24T04:20:27.4894670Z 2025-07-24T04:20:27.4894760Z Example:: 2025-07-24T04:20:27.4894760Z 2025-07-24T04:20:27.4894820Z >>> # xdoctest: +SKIP("no rank") 2025-07-24T04:20:27.4894990Z >>> from torch.distributed.device_mesh import DeviceMesh 2025-07-24T04:20:27.4895030Z >>> 2025-07-24T04:20:27.4895160Z >>> # Initialize a 2D device mesh as (2, 4) to represent the topology 2025-07-24T04:20:27.4895250Z >>> # of cross-host(dim 0), and within-host (dim 1). 2025-07-24T04:20:27.4895410Z >>> mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp")) 2025-07-24T04:20:27.4895470Z >>> tp_mesh = mesh_2d["tp"] 2025-07-24T04:20:27.4895530Z >>> dp_mesh = mesh_2d["dp"] 2025-07-24T04:20:27.4895570Z >>> 2025-07-24T04:20:27.4895620Z >>> # Initialize a 3D mesh. 2025-07-24T04:20:27.4895800Z >>> mesh_3d = init_device_mesh(device_type="cuda", (2,2,2), mesh_dim_names=("dp", "pp", "cp")) 2025-07-24T04:20:27.4896040Z >>> # The order of the mesh_dim_names provided deteremines the order of dimensions in the submesh. 2025-07-24T04:20:27.4896110Z >>> dp_cp_mesh = mesh_3d["dp", "cp"] 2025-07-24T04:20:27.4896170Z >>> cp_dp_mesh = mesh_3d["cp", "dp"] 2025-07-24T04:20:27.4896180Z 2025-07-24T04:20:27.4896570Z Original Error: SyntaxError('positional argument follows keyword argument', ('', 6, 82, 'mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp"))\n', 6, 83)) 2025-07-24T04:20:27.4896570Z 2025-07-24T04:20:27.4896720Z mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp")) 2025-07-24T04:20:27.4896840Z ^ 2025-07-24T04:20:27.4897360Z msg = Cannot scrape callname=BroadcastingTorchSaveReader in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/format_utils.py line=40. 2025-07-24T04:20:27.4897530Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4897530Z 2025-07-24T04:20:27.4897710Z StorageReader for reading a Torch Save file. This reader will read the entire checkpoint 2025-07-24T04:20:27.4897860Z on the coordinator rank, and then broadcast and shard each tensor to all ranks. 2025-07-24T04:20:27.4897870Z 2025-07-24T04:20:27.4897970Z . N.B. Intended to be used with DynamicMetaLoadPlanner 2025-07-24T04:20:27.4897970Z 2025-07-24T04:20:27.4898020Z .. warning:: 2025-07-24T04:20:27.4898120Z Current implementation only supports loading Tensors. 2025-07-24T04:20:27.4898130Z 2025-07-24T04:20:27.4898190Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:27.4898250Z >>> sd = {"mode": model} 2025-07-24T04:20:27.4898290Z >>> dcp.load( 2025-07-24T04:20:27.4898340Z >>> sd, 2025-07-24T04:20:27.4898440Z >>> storage_reader=BroadcastingTorchSaveReader(), 2025-07-24T04:20:27.4898510Z >>> planner=DynamicMetaLoadPlanner(), 2025-07-24T04:20:27.4898580Z >>> checkpoint_id="path_to_model.pt" 2025-07-24T04:20:27.4898620Z >>> ) 2025-07-24T04:20:27.4898620Z 2025-07-24T04:20:27.4898780Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4898780Z 2025-07-24T04:20:27.4899240Z msg = Cannot scrape callname=DynamicMetaLoadPlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/format_utils.py line=151. 2025-07-24T04:20:27.4899400Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4899400Z 2025-07-24T04:20:27.4899620Z Extension of DefaultLoadPlanner, which creates a new Metadata object based on the passed in state dict, 2025-07-24T04:20:27.4899820Z avoiding the need to read metadata from disk. This is useful when reading formats which don't have a 2025-07-24T04:20:27.4899890Z metadata file, like Torch Save files. 2025-07-24T04:20:27.4899890Z 2025-07-24T04:20:27.4900010Z . N.B. Intended to be used with BroadcastingTorchSaveReader 2025-07-24T04:20:27.4900010Z 2025-07-24T04:20:27.4900060Z .. warning:: 2025-07-24T04:20:27.4900160Z Current implementation only supports loading Tensors. 2025-07-24T04:20:27.4900160Z 2025-07-24T04:20:27.4900270Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:27.4900330Z >>> sd = {"mode": model} 2025-07-24T04:20:27.4900380Z >>> dcp.load( 2025-07-24T04:20:27.4900420Z >>> sd, 2025-07-24T04:20:27.4900510Z >>> storage_reader=BroadcastingTorchSaveReader(), 2025-07-24T04:20:27.4900580Z >>> planner=DynamicMetaLoadPlanner(), 2025-07-24T04:20:27.4900650Z >>> checkpoint_id="path_to_model.pt" 2025-07-24T04:20:27.4900690Z >>> ) 2025-07-24T04:20:27.4900700Z 2025-07-24T04:20:27.4900850Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.4900850Z 2025-07-24T04:20:27.4901270Z msg = Cannot scrape callname=SavePlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/planner.py line=122. 2025-07-24T04:20:27.4901470Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.4901470Z 2025-07-24T04:20:27.4901650Z Abstract class defining the protocol used by save_state_dict to plan the save process. 2025-07-24T04:20:27.4901650Z 2025-07-24T04:20:27.4901820Z SavePlanners are stateful objects that can be used to customize the whole save process. 2025-07-24T04:20:27.4901820Z 2025-07-24T04:20:27.4902000Z SavePlanner acts as an access proxy to the state_dict, so any transformation done to it 2025-07-24T04:20:27.4902060Z will be visible to the whole process. 2025-07-24T04:20:27.4902070Z 2025-07-24T04:20:27.4902250Z A planner subclass can expect the following sequence of calls during save_state_dict: 2025-07-24T04:20:27.4902260Z 2025-07-24T04:20:27.4902330Z 1) set_up_planner - called on all ranks. 2025-07-24T04:20:27.4902450Z Signals the start of a checkpoint save. 2025-07-24T04:20:27.4902450Z 2025-07-24T04:20:27.4902520Z 2) create_local_plan - called on all ranks. 2025-07-24T04:20:27.4902710Z Process the state_dict and produces a `SavePlan` that will be sent for global planning. 2025-07-24T04:20:27.4902710Z 2025-07-24T04:20:27.4902820Z 3) create_global_plan - called on the coordinator rank only. 2025-07-24T04:20:27.4902950Z Takes the SavePlan from all ranks and make any global decision. 2025-07-24T04:20:27.4902950Z 2025-07-24T04:20:27.4903010Z 4) finish_plan - called on all ranks. 2025-07-24T04:20:27.4903150Z This gives each rank a chance to adjust to global planning decisions. 2025-07-24T04:20:27.4903150Z 2025-07-24T04:20:27.4903250Z 5) resolve_data - called multiple times on each rank 2025-07-24T04:20:27.4903370Z Lookups a value on the `state_dict` for the storage layer to write. 2025-07-24T04:20:27.4903380Z 2025-07-24T04:20:27.4903560Z Users are recommended to extend DefaultSavePlanner instead of this interface directly as 2025-07-24T04:20:27.4903680Z most changes can be expressed by changes in a single method. 2025-07-24T04:20:27.4903680Z 2025-07-24T04:20:27.4903750Z There are 3 usual patterns of extension: 2025-07-24T04:20:27.4903750Z 2025-07-24T04:20:27.4903900Z Rewriting state_dict. This is the simplest way to extend the save process as it 2025-07-24T04:20:27.4904040Z doesn't requite understanding the intrincacies of how SavePlan works: 2025-07-24T04:20:27.4904040Z 2025-07-24T04:20:27.4904110Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:27.4904190Z >>> class RenamePlanner(DefaultSavePlanner): 2025-07-24T04:20:27.4904250Z >>> def set_up_planner( 2025-07-24T04:20:27.4904290Z >>> self, 2025-07-24T04:20:27.4904350Z >>> state_dict: STATE_DICT_TYPE, 2025-07-24T04:20:27.4904430Z >>> storage_meta: Optional[StorageMeta], 2025-07-24T04:20:27.4904490Z >>> is_coordinator: bool, 2025-07-24T04:20:27.4904540Z >>> ) -> None: 2025-07-24T04:20:27.4904600Z >>> # prefix all keys with `foo_`` 2025-07-24T04:20:27.4904790Z >>> super().set_up_planner({"foo_" + k: v for k, v in state_dict.items()}, storage_meta, is_coordinator) 2025-07-24T04:20:27.4904790Z 2025-07-24T04:20:27.4904990Z Modifying local plan and lookup in tandem. This is useful when fine control of how data is persisted 2025-07-24T04:20:27.4905030Z 2025-07-24T04:20:27.4905100Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:27.4905170Z >>> class FP16Planner(DefaultSavePlanner): 2025-07-24T04:20:27.4905240Z >>> def create_local_plan(self): 2025-07-24T04:20:27.4905310Z >>> plan = super().create_local_plan() 2025-07-24T04:20:27.4905360Z >>> for p in plan: 2025-07-24T04:20:27.4905430Z >>> if p.tensor_data is not None: 2025-07-24T04:20:27.4905530Z >>> p.tensor_data.properties.dtype = torch.float16 2025-07-24T04:20:27.4905580Z >>> return plan 2025-07-24T04:20:27.4905630Z >>> 2025-07-24T04:20:27.4905700Z >>> def resolve_data(self, write_item): 2025-07-24T04:20:27.4905770Z >>> item = super().resolve_data(write_item) 2025-07-24T04:20:27.4905980Z >>> return item if write_item.type == WriteItemType.BYTE_IO else item.to(torch.float16) 2025-07-24T04:20:27.4905980Z 2025-07-24T04:20:27.4906180Z Using the global planning step to make central decisions that can't be made individually by each rank 2025-07-24T04:20:27.4906190Z 2025-07-24T04:20:27.4906250Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:27.4906320Z >>> from itertools import zip_longest 2025-07-24T04:20:27.4906380Z >>> from dataclasses import replace 2025-07-24T04:20:27.4906490Z >>> class DDPLoadBalancingPlanner(DefaultSavePlanner): 2025-07-24T04:20:27.4906680Z >>> # This uses the default local plan behavior of having all non-sharded writes in rank 0 2025-07-24T04:20:27.4906760Z >>> # This sample doesn't handle ShardedTensors 2025-07-24T04:20:27.4906840Z >>> def create_global_plan(self, all_plans): 2025-07-24T04:20:27.4906960Z >>> iters = [iter(all_plans[0].items)] * len(all_plans) 2025-07-24T04:20:27.4907030Z >>> items_per_rank = [ 2025-07-24T04:20:27.4907110Z >>> [item for item in items if item is not None] 2025-07-24T04:20:27.4907220Z >>> for items in zip(*zip_longest(*iters), strict=True) 2025-07-24T04:20:27.4907260Z >>> ] 2025-07-24T04:20:27.4907320Z >>> all_plans = [ 2025-07-24T04:20:27.4907380Z >>> replace(plan, items=items) 2025-07-24T04:20:27.4907500Z >>> for plan, items in zip(all_plans, items_per_rank, strict=True) 2025-07-24T04:20:27.4907540Z >>> ] 2025-07-24T04:20:27.4907630Z >>> return super().create_global_plan(all_plans) 2025-07-24T04:20:27.4907630Z 2025-07-24T04:20:27.4907790Z Finally, some planners need to save additional metadata in the checkpoint, this is 2025-07-24T04:20:27.4907950Z accomplished by having each rank contribute their data items in the local plan and 2025-07-24T04:20:27.4908030Z the global planner aggregate them: 2025-07-24T04:20:27.4908030Z 2025-07-24T04:20:27.4908090Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:27.4908190Z >>> class SaveExtraDataPlanner(DefaultSavePlanner): 2025-07-24T04:20:27.4908270Z >>> def create_local_plan(self) -> SavePlan: 2025-07-24T04:20:27.4908340Z >>> plan = super().create_local_plan() 2025-07-24T04:20:27.4908440Z >>> return replace(plan, planner_data="per-rank-data") 2025-07-24T04:20:27.4908490Z >>> 2025-07-24T04:20:27.4908670Z >>> def create_global_plan(self, all_plans: List[SavePlan]) -> Tuple[List[SavePlan], Metadata]: 2025-07-24T04:20:27.4908790Z >>> global_plan, metadata = super().create_global_plan(all_plans) 2025-07-24T04:20:27.4908890Z >>> merged_data = [p.planner_data for p in global_plan] 2025-07-24T04:20:27.4909000Z >>> metadata = replace(metadata, planner_data=merged_data) 2025-07-24T04:20:27.4909070Z >>> return global_plan, metadata 2025-07-24T04:20:27.4909070Z 2025-07-24T04:20:27.4909220Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.5051850Z 2025-07-24T04:20:27.5052410Z msg = Cannot scrape callname=LoadPlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/planner.py line=305. 2025-07-24T04:20:27.5052610Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.5052710Z 2025-07-24T04:20:27.5052890Z Abstract class defining the protocol used by load_state_dict to plan the load process. 2025-07-24T04:20:27.5052900Z 2025-07-24T04:20:27.5053070Z LoadPlanner are stateful objects that can be used to customize the whole load process. 2025-07-24T04:20:27.5053070Z 2025-07-24T04:20:27.5053250Z LoadPlanner acts as an access proxy to the state_dict, so any transformation done to it 2025-07-24T04:20:27.5053320Z will be visible to the whole process. 2025-07-24T04:20:27.5053320Z 2025-07-24T04:20:27.5053500Z A planner subclass can expect the following sequence of calls during load_state_dict: 2025-07-24T04:20:27.5053690Z 2025-07-24T04:20:27.5053770Z 1) set_up_planner - called on all ranks. 2025-07-24T04:20:27.5053850Z Signals the start of loading a checkpoint. 2025-07-24T04:20:27.5053860Z 2025-07-24T04:20:27.5053930Z 2) create_local_plan - called on all ranks. 2025-07-24T04:20:27.5054110Z Process the state_dict and produces a `LoadPlan` that will be sent for global planning. 2025-07-24T04:20:27.5054110Z 2025-07-24T04:20:27.5054220Z 3) create_global_plan - called on the coordinator rank only. 2025-07-24T04:20:27.5054350Z Takes the LoadPlan from all ranks and make any global decision. 2025-07-24T04:20:27.5054350Z 2025-07-24T04:20:27.5054430Z 4) load_bytes - called multiple times on each rank 2025-07-24T04:20:27.5054560Z This is called once per non-tensor value in state_dict. 2025-07-24T04:20:27.5054560Z 2025-07-24T04:20:27.5054700Z 5) resolve_tensor and commit_tensor - called multiple times on each rank 2025-07-24T04:20:27.5054850Z They are called in pair for each Tensor value in state_dict. 2025-07-24T04:20:27.5054850Z 2025-07-24T04:20:27.5055030Z Users are recommended to extend DefaultLoadPlanner instead of this interface directly as 2025-07-24T04:20:27.5055150Z most changes can be expressed by changes in a single method. 2025-07-24T04:20:27.5055150Z 2025-07-24T04:20:27.5055220Z There are two usual patterns of extension: 2025-07-24T04:20:27.5055230Z 2025-07-24T04:20:27.5055390Z Rewriting state_dict. This is the simplest way to extend the load process as it 2025-07-24T04:20:27.5055540Z doesn't requite understanding the intrincacies of how LoadPlan works. We need 2025-07-24T04:20:27.5055680Z to keep a reference to the original state_dict as load happens in place so 2025-07-24T04:20:27.5055750Z we need to be able to perform it in place 2025-07-24T04:20:27.5055750Z 2025-07-24T04:20:27.5055820Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:27.5055900Z >>> class RenamePlanner(DefaultLoadPlanner): 2025-07-24T04:20:27.5055960Z >>> def set_up_planner( 2025-07-24T04:20:27.5056000Z >>> self, 2025-07-24T04:20:27.5056070Z >>> state_dict: STATE_DICT_TYPE, 2025-07-24T04:20:27.5056120Z >>> metadata: Metadata, 2025-07-24T04:20:27.5056180Z >>> is_coordinator: bool, 2025-07-24T04:20:27.5056230Z >>> ) -> None: 2025-07-24T04:20:27.5056300Z >>> self.original_state_dict = state_dict 2025-07-24T04:20:27.5056410Z >>> state_dict = {"foo_" + k: v for k, v in state_dict.items()} 2025-07-24T04:20:27.5056460Z >>> 2025-07-24T04:20:27.5056530Z >>> if self.flatten_sharded_tensors: 2025-07-24T04:20:27.5056620Z >>> state_dict = _flatten_sharded_tensors(state_dict) 2025-07-24T04:20:27.5056670Z >>> 2025-07-24T04:20:27.5056730Z >>> if self.flatten_state_dict: 2025-07-24T04:20:27.5056840Z >>> state_dict, self.mappings = flatten_state_dict(state_dict) 2025-07-24T04:20:27.5056880Z >>> 2025-07-24T04:20:27.5056950Z >>> self.state_dict = state_dict 2025-07-24T04:20:27.5057010Z >>> self.metadata = metadata 2025-07-24T04:20:27.5057090Z >>> self.is_coordinator = is_coordinator 2025-07-24T04:20:27.5057130Z >>> 2025-07-24T04:20:27.5057200Z >>> def load_bytes(self, read_item, value): 2025-07-24T04:20:27.5057260Z >>> # Remove the "foo_" prefix 2025-07-24T04:20:27.5057450Z >>> self.original_state_dict[read_item.dest_index.fqn[4:]] = torch.load(value, weights_only=False) 2025-07-24T04:20:27.5057480Z 2025-07-24T04:20:27.5057480Z 2025-07-24T04:20:27.5057640Z Modifying resolve_tensor and commit_tensor to handle load time transformation. 2025-07-24T04:20:27.5057650Z 2025-07-24T04:20:27.5057710Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:27.5057800Z >>> class MetaModelMaterialize(DefaultSavePlanner): 2025-07-24T04:20:27.5057870Z >>> def resolve_tensor(self, read_item): 2025-07-24T04:20:27.5057960Z >>> tensor = super().resolve_tensor(read_item) 2025-07-24T04:20:27.5058050Z >>> return torch.empty_like(tensor, device="cpu") 2025-07-24T04:20:27.5058100Z >>> 2025-07-24T04:20:27.5058170Z >>> def commit_tensor(self, read_item, tensor): 2025-07-24T04:20:27.5058300Z >>> self.state_dict[read_item.dest_index.fqn] = tensor 2025-07-24T04:20:27.5058300Z 2025-07-24T04:20:27.5058460Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.5058460Z 2025-07-24T04:20:27.5058890Z msg = Cannot scrape callname=get_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict.py line=1118. 2025-07-24T04:20:27.5059040Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.5059050Z 2025-07-24T04:20:27.5059150Z Return the model state_dict and optimizers state_dict. 2025-07-24T04:20:27.5059180Z 2025-07-24T04:20:27.5059320Z ``get_state_dict`` can process any module that is parallelized by PyTorch 2025-07-24T04:20:27.5059510Z FSDP/fully_shard, DDP/replicate, tensor_parallel/parallelize_module, and any 2025-07-24T04:20:27.5059660Z combination of these parallelisms. The main functions of ``get_state_dict`` 2025-07-24T04:20:27.5059800Z are: 1.) returning a model and optimizer state_dict that can be resharded 2025-07-24T04:20:27.5059920Z with a different number of trainers and/or different parallelisms. 2025-07-24T04:20:27.5060080Z 2.) hiding the parallelism-specific state_dict APIs. Users don't have to call 2025-07-24T04:20:27.5060120Z these APIs. 2025-07-24T04:20:27.5060200Z 3.) sanity checking the result state_dict. 2025-07-24T04:20:27.5060200Z 2025-07-24T04:20:27.5060330Z The keys of the result state dictionary are the canonical FQNs (Fully 2025-07-24T04:20:27.5060480Z Qualified Names). A canonical FQN refers to the FQN based on a parameter's 2025-07-24T04:20:27.5060620Z position in an nn.Module hierarchy. More specifically, a canonical FQN to a 2025-07-24T04:20:27.5060750Z parameter is the FQN returned by ``module.named_parameters()`` or 2025-07-24T04:20:27.5060880Z ``module.named_buffers()`` when the module is not distributed by any 2025-07-24T04:20:27.5061040Z parallelisms. Since the optimizer internally uses parameter IDs to represent 2025-07-24T04:20:27.5061170Z a parameter, there will be a conversion from the parameter IDs to the 2025-07-24T04:20:27.5061230Z canonical FQNs when calling this API. 2025-07-24T04:20:27.5061240Z 2025-07-24T04:20:27.5061370Z ``get_state_dict`` can also process a module that is not parallelized. In 2025-07-24T04:20:27.5061510Z such a case, ``get_state_dict`` only performs one function -- converting the 2025-07-24T04:20:27.5061590Z optimizer parameter IDs to the canonical FQNs. 2025-07-24T04:20:27.5061590Z 2025-07-24T04:20:27.5061640Z Example: 2025-07-24T04:20:27.5061700Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.5061750Z >>> import torch 2025-07-24T04:20:27.5061890Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-07-24T04:20:27.5062020Z >>> from torch.nn.parallel import DistributedDataParallel as DDP 2025-07-24T04:20:27.5062160Z >>> from torch.distributed.checkpoint.state_dict import get_state_dict 2025-07-24T04:20:27.5062160Z 2025-07-24T04:20:27.5062240Z >>> fsdp_model = FSDP(copy.deepcopy(model)) 2025-07-24T04:20:27.5062350Z >>> fsdp_optim = torch.optim.Adam(model.parameters(), lr=1e-3) 2025-07-24T04:20:27.5062420Z >>> ddp_model = DDP(copy.deepcopy(model)) 2025-07-24T04:20:27.5062580Z >>> ddp_optim = torch.optim.Adam(model.parameters(), lr=1e-3) 2025-07-24T04:20:27.5062590Z 2025-07-24T04:20:27.5062590Z 2025-07-24T04:20:27.5062730Z >>> ddp_state_dict, ddp_optim_state_dict = get_state_dict(ddp_model, ddp_optim) 2025-07-24T04:20:27.5062840Z >>> fsdp_state_dict, fsdp_optim_state_dict = get_state_dict( 2025-07-24T04:20:27.5062900Z ... fsdp_model, fsdp_optim 2025-07-24T04:20:27.5062950Z ... ) 2025-07-24T04:20:27.5062950Z 2025-07-24T04:20:27.5063140Z >>> # if we simply call ddp_model.state_dict() and fsdp_model.state_dict(), 2025-07-24T04:20:27.5070790Z >>> # the asserts will fail. 2025-07-24T04:20:27.5070890Z >>> assert ddp_state_dict == fsdp_state_dict 2025-07-24T04:20:27.5071040Z >>> assert ddp_optim_state == fsdp_optim_state_dict 2025-07-24T04:20:27.5071040Z 2025-07-24T04:20:27.5071050Z 2025-07-24T04:20:27.5071090Z Args: 2025-07-24T04:20:27.5071180Z model (nn.Module): the nn.Module to the model. 2025-07-24T04:20:27.5071300Z optimizers (Union[None, Optimizer, Iterable[Optimizer]]): 2025-07-24T04:20:27.5071400Z The optimizers that are used to optimize ``model``. 2025-07-24T04:20:27.5071570Z submodules (deprecated): Optional[set[nn.Module]]: only return the model parameters 2025-07-24T04:20:27.5071630Z that belong to the submodules. 2025-07-24T04:20:27.5071740Z options (StateDictOptions): the options to control how 2025-07-24T04:20:27.5071890Z model state_dict and optimizer state_dict should be returned. See 2025-07-24T04:20:27.5071970Z `StateDictOptions` for the details. 2025-07-24T04:20:27.5072020Z 2025-07-24T04:20:27.5072070Z Returns: 2025-07-24T04:20:27.5072190Z ``Tuple`` that contain model state_dict and optimizer state_dict. 2025-07-24T04:20:27.5072200Z 2025-07-24T04:20:27.5072340Z :rtype: typing.Tuple[typing.Dict[str, ValueType], OptimizerStateType] 2025-07-24T04:20:27.5072340Z 2025-07-24T04:20:27.5072490Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.5072490Z 2025-07-24T04:20:27.5072920Z msg = Cannot scrape callname=save in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_saver.py line=96. 2025-07-24T04:20:27.5073070Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.5073080Z 2025-07-24T04:20:27.5073150Z Save a distributed model in SPMD style. 2025-07-24T04:20:27.5073150Z 2025-07-24T04:20:27.5073260Z This function is different from ``torch.save()`` as it handles 2025-07-24T04:20:27.5073420Z ``ShardedTensor`` , and ``DTensor`` by having each rank only save their local shards. 2025-07-24T04:20:27.5073430Z 2025-07-24T04:20:27.5073590Z For each ``Stateful`` object (having both a ``state_dict`` and a ``load_state_dict``), 2025-07-24T04:20:27.5073680Z save will call ``state_dict`` before serialization. 2025-07-24T04:20:27.5073680Z 2025-07-24T04:20:27.5073730Z .. warning:: 2025-07-24T04:20:27.5073880Z There is no guarantees of Backwards Compatibility across PyTorch versions 2025-07-24T04:20:27.5073930Z for saved state_dicts. 2025-07-24T04:20:27.5073930Z 2025-07-24T04:20:27.5073980Z .. warning:: 2025-07-24T04:20:27.5074100Z If using the `process_group` argument, make sure that only its ranks 2025-07-24T04:20:27.5074230Z call `save_state_dict` and that all data in state_dict belong to it. 2025-07-24T04:20:27.5074230Z 2025-07-24T04:20:27.5074280Z .. note:: 2025-07-24T04:20:27.5074430Z When saving checkpoint for FSDP's `ShardingStrategy.HYBRID_SHARD`, only one of 2025-07-24T04:20:27.5074590Z the shard_group should be calling `save_state_dict` and the corresponding process 2025-07-24T04:20:27.5074650Z group needs to be passed in. 2025-07-24T04:20:27.5074660Z 2025-07-24T04:20:27.5074700Z .. note:: 2025-07-24T04:20:27.5074860Z If no process group is available, this function assumes the intention is to save the 2025-07-24T04:20:27.5074960Z state_dict in the local process. 2025-07-24T04:20:27.5074960Z 2025-07-24T04:20:27.5075000Z .. note: 2025-07-24T04:20:27.5075080Z Rank 0 is assumed to be the coordinator rank. 2025-07-24T04:20:27.5075090Z 2025-07-24T04:20:27.5075090Z 2025-07-24T04:20:27.5075130Z Args: 2025-07-24T04:20:27.5075220Z state_dict (Dict[str, Any]): The state_dict to save. 2025-07-24T04:20:27.5075310Z checkpoint_id (Union[str, os.PathLike, None]): 2025-07-24T04:20:27.5075440Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-07-24T04:20:27.5075560Z depends on the storage. It can be a path to a folder or to a file. 2025-07-24T04:20:27.5075670Z It can also be a key if the storage is a key-value store. 2025-07-24T04:20:27.5075740Z (Default: ``None``) 2025-07-24T04:20:27.5075820Z storage_writer (Optional[StorageWriter]): 2025-07-24T04:20:27.5075940Z Instance of StorageWriter used to perform writes. If this is not 2025-07-24T04:20:27.5076070Z specified, DCP will automatically infer the writer based on the 2025-07-24T04:20:27.5076200Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-07-24T04:20:27.5076260Z be raised. (Default: ``None``) 2025-07-24T04:20:27.5076330Z planner (Optional[SavePlanner]): 2025-07-24T04:20:27.5076450Z Instance of SavePlanner. If this is not specified, the default 2025-07-24T04:20:27.5076550Z planner will be used. (Default: ``None``) 2025-07-24T04:20:27.5076630Z process_group (Optional[ProcessGroup]): 2025-07-24T04:20:27.5076740Z ProcessGroup to be used for cross-rank synchronization. 2025-07-24T04:20:27.5076830Z (Default: ``None``) 2025-07-24T04:20:27.5076880Z no_dist (bool): 2025-07-24T04:20:27.5076990Z If ``True``, this function will assume the intent is to load 2025-07-24T04:20:27.5077100Z a checkpoint without using cross-rank synchronization. 2025-07-24T04:20:27.5077150Z (Default: ``False``) 2025-07-24T04:20:27.5077160Z 2025-07-24T04:20:27.5077200Z Returns: 2025-07-24T04:20:27.5077300Z Metadata: Metadata object for the saved checkpoint. 2025-07-24T04:20:27.5077300Z 2025-07-24T04:20:27.5077340Z Example: 2025-07-24T04:20:27.5077400Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.5077460Z >>> my_model = MyModule() 2025-07-24T04:20:27.5077460Z 2025-07-24T04:20:27.5077520Z >>> state_dict = {"model": my_model} 2025-07-24T04:20:27.5077520Z 2025-07-24T04:20:27.5077670Z >>> fs_storage_writer = torch.distributed.checkpoint.FileSystemWriter( 2025-07-24T04:20:27.5077720Z ... "/checkpoint/1" 2025-07-24T04:20:27.5077770Z ... ) 2025-07-24T04:20:27.5077840Z >>> torch.distributed.checkpoint.save( 2025-07-24T04:20:27.5077910Z >>> state_dict=state_dict, 2025-07-24T04:20:27.5077970Z >>> storage_writer=fs_storage_writer, 2025-07-24T04:20:27.5078020Z >>> ) 2025-07-24T04:20:27.5078020Z 2025-07-24T04:20:27.5078060Z .. note:: 2025-07-24T04:20:27.5078200Z save_state_dict uses collectives to coordinate writes across ranks. 2025-07-24T04:20:27.5078330Z For NCCL-based process groups, internal tensor representations of 2025-07-24T04:20:27.5078470Z objects must be moved to the GPU device before communication takes place. 2025-07-24T04:20:27.5078600Z In this case, the device used is given by ``torch.cuda.current_device()`` 2025-07-24T04:20:27.5078730Z and it is the user's responsibility to ensure that this is set so that 2025-07-24T04:20:27.5078850Z each rank has an individual GPU, via ``torch.cuda.set_device()``. 2025-07-24T04:20:27.5078850Z 2025-07-24T04:20:27.5079010Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.5262480Z 2025-07-24T04:20:27.5263160Z msg = Cannot scrape callname=async_save in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_saver.py line=221. 2025-07-24T04:20:27.5263340Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.5263640Z Asynchronous version of ``save``. This code first de-stages the state_dict on to the 2025-07-24T04:20:27.5263830Z staging storage (defaults to CPU memory), and then calls the `save` in a separate thread. 2025-07-24T04:20:27.5263830Z 2025-07-24T04:20:27.5263890Z .. warning:: 2025-07-24T04:20:27.5263990Z This feature is experimental and subject to change. 2025-07-24T04:20:27.5264090Z MUST CALL CLOSE AFTER LAST CHECKPOINT IS SAVED 2025-07-24T04:20:27.5264090Z 2025-07-24T04:20:27.5264140Z Args: 2025-07-24T04:20:27.5264250Z state_dict (Dict[str, Any]): The state_dict to save. 2025-07-24T04:20:27.5264350Z checkpoint_id (Union[str, os.PathLike, None]): 2025-07-24T04:20:27.5264540Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-07-24T04:20:27.5264670Z depends on the storage. It can be a path to a folder or to a file. 2025-07-24T04:20:27.5264780Z It can also be a key if the storage is a key-value store. 2025-07-24T04:20:27.5264840Z (Default: ``None``) 2025-07-24T04:20:27.5264960Z storage_writer (Optional[StorageWriter]): 2025-07-24T04:20:27.5265090Z Instance of StorageWriter used to perform 'stage' and 'save'. If 2025-07-24T04:20:27.5265250Z this is not specified, DCP will automatically infer the writer based on the 2025-07-24T04:20:27.5265410Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-07-24T04:20:27.5265480Z be raised. (Default: ``None``) 2025-07-24T04:20:27.5265550Z planner (Optional[SavePlanner]): 2025-07-24T04:20:27.5265730Z Instance of SavePlanner. If this is not specified, the default 2025-07-24T04:20:27.5265830Z planner will be used. (Default: ``None``) 2025-07-24T04:20:27.5265910Z process_group (Optional[ProcessGroup]): 2025-07-24T04:20:27.5266030Z ProcessGroup to be used for cross-rank synchronization. 2025-07-24T04:20:27.5266090Z (Default: ``None``) 2025-07-24T04:20:27.5266200Z async_checkpointer_type (AsyncCheckpointerType): 2025-07-24T04:20:27.5266310Z whether to do checkpoint in separate thread or process 2025-07-24T04:20:27.5266400Z (Default: ``AsyncCheckpointerType.THREAD``) 2025-07-24T04:20:27.5266460Z async_stager (AsyncStager): 2025-07-24T04:20:27.5266630Z provides staging implementation. If storage_writer implements AsyncStager 2025-07-24T04:20:27.5266760Z and async_stager is provided, async_stager will be used for staging 2025-07-24T04:20:27.5266760Z 2025-07-24T04:20:27.5266810Z Returns: 2025-07-24T04:20:27.5266940Z Future: A future holding the resultant Metadata object from `save`. 2025-07-24T04:20:27.5266940Z 2025-07-24T04:20:27.5266990Z Example: 2025-07-24T04:20:27.5267040Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.5267100Z >>> my_model = MyModule() 2025-07-24T04:20:27.5267100Z 2025-07-24T04:20:27.5267170Z >>> state_dict = {"model": my_model} 2025-07-24T04:20:27.5267180Z 2025-07-24T04:20:27.5267320Z >>> fs_storage_writer = torch.distributed.checkpoint.FileSystemWriter( 2025-07-24T04:20:27.5267380Z ... "/checkpoint/1" 2025-07-24T04:20:27.5267420Z ... ) 2025-07-24T04:20:27.5267550Z >>> checkpoint_future = torch.distributed.checkpoint.async_save( 2025-07-24T04:20:27.5267610Z >>> state_dict=state_dict, 2025-07-24T04:20:27.5267690Z >>> storage_writer=fs_storage_writer, 2025-07-24T04:20:27.5267730Z >>> ) 2025-07-24T04:20:27.5267780Z >>> 2025-07-24T04:20:27.5267840Z >>> # ... do some work ... 2025-07-24T04:20:27.5267880Z >>> 2025-07-24T04:20:27.5267950Z >>> checkpoint_future.result() 2025-07-24T04:20:27.5267950Z 2025-07-24T04:20:27.5267990Z 2025-07-24T04:20:27.5268140Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.5268140Z 2025-07-24T04:20:27.5268640Z msg = Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py line=62. 2025-07-24T04:20:27.5268800Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.5268800Z 2025-07-24T04:20:27.5268920Z Load a checkpoint into a distributed state dict in SPMD style. 2025-07-24T04:20:27.5268930Z 2025-07-24T04:20:27.5269060Z Each rank must have the same keys in their ``state_dict`` provided to this 2025-07-24T04:20:27.5269200Z API. Mismatched keys may result in hangs or errors. If unsure, you can use 2025-07-24T04:20:27.5269330Z the ``utils._assert_same_keys`` API to check (but may incur communication 2025-07-24T04:20:27.5269400Z costs). 2025-07-24T04:20:27.5269410Z 2025-07-24T04:20:27.5269520Z Each rank will try to read the least amount of data necessary 2025-07-24T04:20:27.5269660Z to fulfill the requested `state_dict`. When loading :class:`ShardedTensor` 2025-07-24T04:20:27.5269810Z or :class:`DTensor` instances, each rank only reads data for their local shards. 2025-07-24T04:20:27.5269810Z 2025-07-24T04:20:27.5269970Z For each ``Stateful`` object (having both a ``state_dict`` and a ``load_state_dict``), 2025-07-24T04:20:27.5270120Z load will first call ``state_dict`` before attempting deserialization, followed by 2025-07-24T04:20:27.5270370Z ``load_state_dict`` once the deserialization is complete. 2025-07-24T04:20:27.5270530Z For each non-``Stateful`` object, load will deserialize the object, and then replace 2025-07-24T04:20:27.5270660Z it in the ``state_dict`` with the deserialized object. 2025-07-24T04:20:27.5270660Z 2025-07-24T04:20:27.5270710Z .. warning:: 2025-07-24T04:20:27.5270820Z All tensors in ``state_dict`` must be allocated on their 2025-07-24T04:20:27.5270910Z destination device *prior to* calling this function. 2025-07-24T04:20:27.5270920Z 2025-07-24T04:20:27.5271060Z All non-tensor data is loaded using `torch.load()` and modified in place 2025-07-24T04:20:27.5271110Z on state_dict. 2025-07-24T04:20:27.5271110Z 2025-07-24T04:20:27.5271160Z .. warning:: 2025-07-24T04:20:27.5271290Z Users must call `load_state_dict` on the root module to ensure load 2025-07-24T04:20:27.5271400Z pos-processing and non-tensor data properly propagates. 2025-07-24T04:20:27.5271400Z 2025-07-24T04:20:27.5271440Z .. note: 2025-07-24T04:20:27.5271580Z If no process group is initialized, this function will assume the intent 2025-07-24T04:20:27.5271720Z is to load a checkpoint into the local process. This can be useful in the 2025-07-24T04:20:27.5271870Z case of local inference, and when using regular Tensors (as opposed to DTensor 2025-07-24T04:20:27.5271930Z or ShardedTensor) 2025-07-24T04:20:27.5271930Z 2025-07-24T04:20:27.5271970Z .. note: 2025-07-24T04:20:27.5272060Z Rank 0 is assumed to be the coordinator rank. 2025-07-24T04:20:27.5272060Z 2025-07-24T04:20:27.5272100Z Args: 2025-07-24T04:20:27.5272230Z state_dict (Dict[str, Any]): The state_dict to load the checkpoint into. 2025-07-24T04:20:27.5272310Z checkpoint_id (Union[str, os.PathLike, None]): 2025-07-24T04:20:27.5272450Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-07-24T04:20:27.5272570Z depends on the storage. It can be a path to a folder or to a file. 2025-07-24T04:20:27.5272680Z It can also be a key if the storage is a key-value store. 2025-07-24T04:20:27.5272730Z (Default: ``None``) 2025-07-24T04:20:27.5272810Z storage_reader (Optional[StorageReader]): 2025-07-24T04:20:27.5272930Z Instance of StorageWriter used to perform reads. If this is not 2025-07-24T04:20:27.5273060Z specified, DCP will automatically infer the reader based on the 2025-07-24T04:20:27.5273180Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-07-24T04:20:27.5273250Z be raised. (Default: ``None``) 2025-07-24T04:20:27.5273310Z planner (Optional[LoadPlanner]): 2025-07-24T04:20:27.5273510Z Instance of LoadPlanner. If this is not specified, the default 2025-07-24T04:20:27.5273590Z planner will be used. (Default: ``None``) 2025-07-24T04:20:27.5273660Z process_group (Optional[ProcessGroup]): 2025-07-24T04:20:27.5273770Z ProcessGroup to be used for cross-rank synchronization. 2025-07-24T04:20:27.5273830Z (Default: ``None``) 2025-07-24T04:20:27.5273970Z no_dist (bool): If ``True``, this function will assume the intent is to load 2025-07-24T04:20:27.5274120Z a checkpoint without using cross-rank synchronization. (Default: ``False``) 2025-07-24T04:20:27.5274170Z Returns: 2025-07-24T04:20:27.5274210Z None. 2025-07-24T04:20:27.5274210Z 2025-07-24T04:20:27.5274290Z Examples 2025-07-24T04:20:27.5274350Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.5274400Z >>> my_model = MyModule() 2025-07-24T04:20:27.5274480Z >>> optimizer = Adagrad(my_model.parameters()) 2025-07-24T04:20:27.5274560Z >>> model_state_dict = my_model.state_dict() 2025-07-24T04:20:27.5274710Z >>> fs_storage_reader = torch.distributed.checkpoint.FileSystemReader( 2025-07-24T04:20:27.5274760Z ... "/checkpoint/1" 2025-07-24T04:20:27.5274810Z ... ) 2025-07-24T04:20:27.5274810Z 2025-07-24T04:20:27.5274910Z >>> torch.distributed.checkpoint.load_state_dict( 2025-07-24T04:20:27.5274970Z >>> state_dict=model_state_dict, 2025-07-24T04:20:27.5275060Z >>> storage_reader=fs_storage_reader, 2025-07-24T04:20:27.5275100Z >>> ) 2025-07-24T04:20:27.5275110Z 2025-07-24T04:20:27.5275230Z >>> # module.load_state_dict() function might have customized steps 2025-07-24T04:20:27.5275340Z >>> # to flush the state_dict, must call it to 2025-07-24T04:20:27.5275410Z >>> # ensure correct behavior. 2025-07-24T04:20:27.5275490Z >>> my_model.load_state_dict(model_state_dict) 2025-07-24T04:20:27.5275500Z 2025-07-24T04:20:27.5275540Z .. note:: 2025-07-24T04:20:27.5275680Z load_state_dict uses collectives to coordinate reads across ranks. 2025-07-24T04:20:27.5275810Z For NCCL-based process groups, internal tensor representations of 2025-07-24T04:20:27.5275950Z objects must be moved to the GPU device before communication takes place. 2025-07-24T04:20:27.5276080Z In this case, the device used is given by ``torch.cuda.current_device()`` 2025-07-24T04:20:27.5276220Z and it is the user's responsibility to ensure that this is set so that each 2025-07-24T04:20:27.5276330Z rank has an individual GPU, via ``torch.cuda.set_device()``. 2025-07-24T04:20:27.5276340Z 2025-07-24T04:20:27.5276490Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.5276500Z 2025-07-24T04:20:27.5276970Z msg = Cannot scrape callname=load_sharded_optimizer_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/optimizer.py line=221. 2025-07-24T04:20:27.5277140Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.5277140Z 2025-07-24T04:20:27.5277270Z Load a state_dict in conjunction with FSDP sharded optimizer state. 2025-07-24T04:20:27.5277270Z 2025-07-24T04:20:27.5277370Z This is the current recommended way to checkpoint FSDP. 2025-07-24T04:20:27.5277420Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.5277520Z >>> import torch.distributed.checkpoint as dist_cp 2025-07-24T04:20:27.5277560Z >>> # Save 2025-07-24T04:20:27.5277620Z >>> model: torch.nn.Model 2025-07-24T04:20:27.5277690Z >>> optim_params = model.parameters() 2025-07-24T04:20:27.5277780Z >>> optim = torch.optim.SGD(optim_params, lr=0.01) 2025-07-24T04:20:27.5277830Z >>> # Save 2025-07-24T04:20:27.5277960Z >>> with FSDP.state_dict_type(model, StateDictType.SHARDED_STATE_DICT): 2025-07-24T04:20:27.5278010Z >>> state_dict = { 2025-07-24T04:20:27.5278110Z >>> "optimizer": FSDP.optim_state_dict(model, optim), 2025-07-24T04:20:27.5278170Z >>> "model": model.state_dict() 2025-07-24T04:20:27.5278250Z >>> } 2025-07-24T04:20:27.5278310Z >>> dist_cp.save_state_dict( 2025-07-24T04:20:27.5278370Z >>> state_dict=optim_state, 2025-07-24T04:20:27.5278490Z >>> storage_writer=dist_cp.FileSystemWriter("checkpoint"), 2025-07-24T04:20:27.5278570Z >>> planner=dist_cp.DefaultSavePlanner(), 2025-07-24T04:20:27.5278620Z >>> ) 2025-07-24T04:20:27.5278660Z >>> 2025-07-24T04:20:27.5278700Z >>> # Load 2025-07-24T04:20:27.5278840Z >>> with FSDP.state_dict_type(model_tp, StateDictType.SHARDED_STATE_DICT): 2025-07-24T04:20:27.5278920Z >>> model_state_dict = model_tp.state_dict() 2025-07-24T04:20:27.5278970Z >>> checkpoint = { 2025-07-24T04:20:27.5279030Z >>> "model": model_state_dict 2025-07-24T04:20:27.5279180Z >>> } 2025-07-24T04:20:27.5279240Z >>> dist_cp.load_state_dict( 2025-07-24T04:20:27.5279300Z >>> state_dict=checkpoint, 2025-07-24T04:20:27.5279420Z >>> storage_reader=dist_cp.FileSystemReader(checkpoint_file), 2025-07-24T04:20:27.5279500Z >>> planner=dist_cp.DefaultLoadPlanner(), 2025-07-24T04:20:27.5279550Z >>> ) 2025-07-24T04:20:27.5279640Z >>> model.load_state_dict(checkpoint["model_state"]) 2025-07-24T04:20:27.5279680Z >>> 2025-07-24T04:20:27.5279790Z >>> optim_state = dist_cp.load_sharded_optimizer_state_dict( 2025-07-24T04:20:27.5279840Z >>> model_state_dict, 2025-07-24T04:20:27.5279910Z >>> optimizer_key="optimizer", 2025-07-24T04:20:27.5280090Z >>> storage_reader=dist_cp.FileSystemReader("checkpoint"), 2025-07-24T04:20:27.5280140Z >>> ) 2025-07-24T04:20:27.5280180Z >>> 2025-07-24T04:20:27.5280340Z >>> flattened_osd = FSDP.optim_state_dict_to_load( 2025-07-24T04:20:27.5280420Z >>> model, optim, optim_state["optimizer"] 2025-07-24T04:20:27.5280470Z >>> ) 2025-07-24T04:20:27.5280510Z >>> 2025-07-24T04:20:27.5280580Z >>> optim.load_state_dict(flattened_osd) 2025-07-24T04:20:27.5280580Z 2025-07-24T04:20:27.5280740Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6049440Z 2025-07-24T04:20:27.6050160Z msg = Cannot scrape callname=_RemoteModule.__init__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=129. 2025-07-24T04:20:27.6050340Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6050350Z 2025-07-24T04:20:27.6050510Z RemoteModule instance can only be created after RPC initialization. 2025-07-24T04:20:27.6050510Z 2025-07-24T04:20:27.6050640Z It creates a user-specified module on a specified remote node. 2025-07-24T04:20:27.6050790Z It behaves like a regular ``nn.Module`` except that the ``forward`` method is 2025-07-24T04:20:27.6050870Z executed on the remote node. 2025-07-24T04:20:27.6051060Z It takes care of autograd recording to ensure the backward pass propagates 2025-07-24T04:20:27.6051150Z gradients back to the corresponding remote module. 2025-07-24T04:20:27.6051390Z It can be shared across processors using `RPC framework `__, 2025-07-24T04:20:27.6051520Z without incurring any overheads of copying the actual module, 2025-07-24T04:20:27.6051650Z which is equivalent to an :class:`~torch.distributed.rpc.RRef` 2025-07-24T04:20:27.6051710Z pointing to the remote module. 2025-07-24T04:20:27.6051710Z 2025-07-24T04:20:27.6051850Z The arguments of ``forward_async`` and ``forward`` are the same as 2025-07-24T04:20:27.6051980Z the ``forward`` method of the module returned by the ``module_cls``. 2025-07-24T04:20:27.6051980Z 2025-07-24T04:20:27.6052180Z Apart from ``forward_async`` and ``forward``, no other methods are supported from nn.Module for now. 2025-07-24T04:20:27.6052190Z 2025-07-24T04:20:27.6052350Z Particularly, to create a hybrid model, typically the local modules should be 2025-07-24T04:20:27.6052580Z created outside of remote modules, rather than as submodules of any remote module (by calling ``add_module``). 2025-07-24T04:20:27.6052630Z Hybrid Example: 2025-07-24T04:20:27.6052990Z >>> class HybridModel(nn.Module): 2025-07-24T04:20:27.6053060Z >>> def __init__(self) -> None: 2025-07-24T04:20:27.6053130Z >>> nn.Module.__init__(self) 2025-07-24T04:20:27.6053220Z >>> self.remote_embedding = RemoteModule(...) 2025-07-24T04:20:27.6053300Z >>> self.local_linear = nn.Linear(...) 2025-07-24T04:20:27.6053310Z 2025-07-24T04:20:27.6053440Z For example, if ``module_cls`` returns an instance of ``nn.Linear``, 2025-07-24T04:20:27.6053590Z that has ``forward`` method signature, ``def forward(input: Tensor) -> Tensor:``, 2025-07-24T04:20:27.6053720Z the generated ``RemoteModule`` will have 2 methods in signature of 2025-07-24T04:20:27.6053870Z ``def forward(input: Tensor) -> Tensor:`` and 2025-07-24T04:20:27.6053980Z ``def forward_async(input: Tensor) -> Future[Tensor]:``. 2025-07-24T04:20:27.6053980Z 2025-07-24T04:20:27.6054040Z .. note:: 2025-07-24T04:20:27.6054130Z If the remote module is placed on a cuda device, 2025-07-24T04:20:27.6054270Z any input CPU tensors will be automatically moved to the same cuda device, 2025-07-24T04:20:27.6054520Z and GPU tensors are returned over the wire according to the device map of the remote worker on TensorPipe RPC backend. 2025-07-24T04:20:27.6054520Z 2025-07-24T04:20:27.6054560Z Args: 2025-07-24T04:20:27.6054790Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-07-24T04:20:27.6054970Z The device can be a local device or a remote device specified by one of the following remote 2025-07-24T04:20:27.6055020Z formats: 2025-07-24T04:20:27.6055100Z 2025-07-24T04:20:27.6055190Z 1. "rank:/" (ex: "rank:0/cuda:0"). 2025-07-24T04:20:27.6055290Z 2. "/" (ex: "trainer0/cuda:0"). 2025-07-24T04:20:27.6055300Z 2025-07-24T04:20:27.6055450Z In addition, the device field can be optional and the default value is "cpu". 2025-07-24T04:20:27.6055520Z module_cls (nn.Module): For example, 2025-07-24T04:20:27.6055580Z >>> class MyModule(nn.Module): 2025-07-24T04:20:27.6055640Z >>> def forward(input): 2025-07-24T04:20:27.6055700Z >>> return input + 1 2025-07-24T04:20:27.6055740Z >>> 2025-07-24T04:20:27.6055800Z >>> module_cls = MyModule 2025-07-24T04:20:27.6055930Z args (Sequence, optional): args to be passed to ``module_cls``. 2025-07-24T04:20:27.6056050Z kwargs (Dict, optional): kwargs to be passed to ``module_cls``. 2025-07-24T04:20:27.6056220Z _module_interface_cls (type, optional): The TorchScript interface type for the module 2025-07-24T04:20:27.6056370Z to be created. The type object should be decorated by @torch.jit.interface. 2025-07-24T04:20:27.6056510Z If not provided, the generated RemoteModule is not torchscript-able. 2025-07-24T04:20:27.6056650Z Warning, this is an experimental API and susceptible to frequent changes. 2025-07-24T04:20:27.6056650Z 2025-07-24T04:20:27.6056700Z Returns: 2025-07-24T04:20:27.6056850Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-07-24T04:20:27.6056990Z user-provided ``module_cls``, it has a blocking ``forward`` method and an 2025-07-24T04:20:27.6057150Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-07-24T04:20:27.6057240Z on the user-provided module on the remote side. 2025-07-24T04:20:27.6057240Z 2025-07-24T04:20:27.6057290Z Example:: 2025-07-24T04:20:27.6057390Z Run the following code in two different processes: 2025-07-24T04:20:27.6057390Z 2025-07-24T04:20:27.6057460Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:27.6057510Z >>> # On worker 0: 2025-07-24T04:20:27.6057560Z >>> import torch 2025-07-24T04:20:27.6057630Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:27.6057700Z >>> from torch import nn, Tensor 2025-07-24T04:20:27.6057830Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-07-24T04:20:27.6057920Z >>> 2025-07-24T04:20:27.6058010Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-07-24T04:20:27.6058080Z >>> remote_linear_module = RemoteModule( 2025-07-24T04:20:27.6058160Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-07-24T04:20:27.6058200Z >>> ) 2025-07-24T04:20:27.6058260Z >>> input = torch.randn(128, 20) 2025-07-24T04:20:27.6058350Z >>> ret_fut = remote_linear_module.forward_async(input) 2025-07-24T04:20:27.6058420Z >>> ret = ret_fut.wait() 2025-07-24T04:20:27.6058470Z >>> rpc.shutdown() 2025-07-24T04:20:27.6058470Z 2025-07-24T04:20:27.6058520Z >>> # On worker 1: 2025-07-24T04:20:27.6058570Z >>> import torch 2025-07-24T04:20:27.6058670Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:27.6058720Z >>> 2025-07-24T04:20:27.6058810Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-07-24T04:20:27.6058860Z >>> rpc.shutdown() 2025-07-24T04:20:27.6058860Z 2025-07-24T04:20:27.6059030Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6059030Z 2025-07-24T04:20:27.6059510Z msg = Cannot scrape callname=_RemoteModule.init_from_module_rref in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=506. 2025-07-24T04:20:27.6059710Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6059720Z 2025-07-24T04:20:27.6059910Z Besides the constructor, a RemoteModule instance can also be initialized given a module RRef. 2025-07-24T04:20:27.6059950Z 2025-07-24T04:20:27.6060150Z This alternate initialization method can be particularly useful if we want to create multiple 2025-07-24T04:20:27.6060360Z RemoteModule instances that share the same underlying module and reduce memory consumption. 2025-07-24T04:20:27.6060360Z 2025-07-24T04:20:27.6060530Z Moreover, this also provides a workaround for passing script RemoteModule over RPC, 2025-07-24T04:20:27.6060640Z which is not supported. The recommended way is as follows: 2025-07-24T04:20:27.6060640Z 2025-07-24T04:20:27.6060720Z 1. the sender creates a RemoteModule; 2025-07-24T04:20:27.6060800Z 2. the sender sends its ``module_rref`` over RPC; 2025-07-24T04:20:27.6061010Z 3. the receiver calls this method to initialize another RemoteModule using the same ``module_rref``. 2025-07-24T04:20:27.6061010Z 2025-07-24T04:20:27.6061060Z Example:: 2025-07-24T04:20:27.6061160Z Run the following code in two different processes: 2025-07-24T04:20:27.6061160Z 2025-07-24T04:20:27.6061220Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:27.6061270Z >>> # On worker 0: 2025-07-24T04:20:27.6061320Z >>> import torch 2025-07-24T04:20:27.6061390Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:27.6061460Z >>> from torch import nn, Tensor 2025-07-24T04:20:27.6061590Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-07-24T04:20:27.6061640Z >>> 2025-07-24T04:20:27.6061720Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-07-24T04:20:27.6061790Z >>> remote_module = RemoteModule( 2025-07-24T04:20:27.6061870Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-07-24T04:20:27.6061910Z >>> ) 2025-07-24T04:20:27.6061950Z >>> 2025-07-24T04:20:27.6062010Z >>> remote_module1 = rpc.rpc_sync( 2025-07-24T04:20:27.6062070Z >>> "worker1/cpu", 2025-07-24T04:20:27.6062150Z >>> RemoteModule.init_from_module_rref, 2025-07-24T04:20:27.6062240Z >>> ("worker1/cpu", remote_module1.get_module_rref()), 2025-07-24T04:20:27.6062280Z >>> ) 2025-07-24T04:20:27.6062340Z >>> rpc.shutdown() 2025-07-24T04:20:27.6062340Z 2025-07-24T04:20:27.6062390Z >>> # On worker 1: 2025-07-24T04:20:27.6062430Z >>> import torch 2025-07-24T04:20:27.6062500Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:27.6062550Z >>> 2025-07-24T04:20:27.6062630Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-07-24T04:20:27.6062740Z >>> rpc.shutdown() 2025-07-24T04:20:27.6062740Z 2025-07-24T04:20:27.6062780Z Args: 2025-07-24T04:20:27.6062960Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-07-24T04:20:27.6063140Z The device can be a local device or a remote device specified by one of the following remote 2025-07-24T04:20:27.6063190Z formats: 2025-07-24T04:20:27.6063190Z 2025-07-24T04:20:27.6063280Z 1. "rank:/" (ex: "rank:0/cuda:0"). 2025-07-24T04:20:27.6063380Z 2. "/" (ex: "trainer0/cuda:0"). 2025-07-24T04:20:27.6063380Z 2025-07-24T04:20:27.6063530Z In addition, the device field can be optional and the default value is "cpu". 2025-07-24T04:20:27.6063710Z module_rref (RRef[nn.Module]): The module reference shared by both the caller and 2025-07-24T04:20:27.6063780Z the created remote module. 2025-07-24T04:20:27.6063950Z _module_interface_cls (type, optional): The TorchScript interface type for the module 2025-07-24T04:20:27.6064090Z to be created. The type object should be decorated by @torch.jit.interface. 2025-07-24T04:20:27.6064230Z If not provided, the generated RemoteModule is not torchscript-able. 2025-07-24T04:20:27.6064370Z Warning, this is an experimental API and susceptible to frequent changes. 2025-07-24T04:20:27.6064370Z 2025-07-24T04:20:27.6064440Z Returns: 2025-07-24T04:20:27.6064590Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-07-24T04:20:27.6064770Z user-provided ``module_rref``, it has a blocking ``forward`` method and an 2025-07-24T04:20:27.6064940Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-07-24T04:20:27.6065030Z on the user-provided module on the remote side. 2025-07-24T04:20:27.6065040Z 2025-07-24T04:20:27.6065190Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6065200Z 2025-07-24T04:20:27.6065620Z msg = Cannot scrape callname=RemoteModule in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=598. 2025-07-24T04:20:27.6065780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6065780Z 2025-07-24T04:20:27.6065930Z A RemoteModule instance can only be created after RPC initialization. 2025-07-24T04:20:27.6065930Z 2025-07-24T04:20:27.6066050Z It creates a user-specified module on a specified remote node. 2025-07-24T04:20:27.6066190Z It behaves like a regular ``nn.Module`` except that the ``forward`` method is 2025-07-24T04:20:27.6066250Z executed on the remote node. 2025-07-24T04:20:27.6066400Z It takes care of autograd recording to ensure the backward pass propagates 2025-07-24T04:20:27.6066490Z gradients back to the corresponding remote module. 2025-07-24T04:20:27.6066500Z 2025-07-24T04:20:27.6066630Z It generates two methods ``forward_async`` and ``forward`` based on the 2025-07-24T04:20:27.6066760Z signature of the ``forward`` method of ``module_cls``. ``forward_async`` 2025-07-24T04:20:27.6066910Z runs asynchronously and returns a Future. The arguments of ``forward_async`` 2025-07-24T04:20:27.6067030Z and ``forward`` are the same as the ``forward`` method of the module 2025-07-24T04:20:27.6067090Z returned by the ``module_cls``. 2025-07-24T04:20:27.6067100Z 2025-07-24T04:20:27.6067220Z For example, if ``module_cls`` returns an instance of ``nn.Linear``, 2025-07-24T04:20:27.6067370Z that has ``forward`` method signature: ``def forward(input: Tensor) -> Tensor:``, 2025-07-24T04:20:27.6067510Z the generated ``RemoteModule`` will have 2 methods with the signatures: 2025-07-24T04:20:27.6067510Z 2025-07-24T04:20:27.6067590Z | ``def forward(input: Tensor) -> Tensor:`` 2025-07-24T04:20:27.6067690Z | ``def forward_async(input: Tensor) -> Future[Tensor]:`` 2025-07-24T04:20:27.6067730Z 2025-07-24T04:20:27.6067780Z Args: 2025-07-24T04:20:27.6067960Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-07-24T04:20:27.6068160Z The format should be "/", where the device field can be parsed as torch.device type. 2025-07-24T04:20:27.6068250Z E.g., "trainer0/cpu", "trainer0", "ps0/cuda:0". 2025-07-24T04:20:27.6068400Z In addition, the device field can be optional and the default value is "cpu". 2025-07-24T04:20:27.6068560Z module_cls (nn.Module): Class for the module to be created remotely. For example, 2025-07-24T04:20:27.6068560Z 2025-07-24T04:20:27.6068620Z >>> class MyModule(nn.Module): 2025-07-24T04:20:27.6068710Z >>> def forward(input): 2025-07-24T04:20:27.6068760Z >>> return input + 1 2025-07-24T04:20:27.6068810Z >>> 2025-07-24T04:20:27.6068870Z >>> module_cls = MyModule 2025-07-24T04:20:27.6068870Z 2025-07-24T04:20:27.6069000Z args (Sequence, optional): args to be passed to ``module_cls``. 2025-07-24T04:20:27.6069110Z kwargs (Dict, optional): kwargs to be passed to ``module_cls``. 2025-07-24T04:20:27.6069120Z 2025-07-24T04:20:27.6069160Z Returns: 2025-07-24T04:20:27.6069310Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-07-24T04:20:27.6069490Z user-provided ``module_cls``, it has a blocking ``forward`` method and an 2025-07-24T04:20:27.6069660Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-07-24T04:20:27.6069780Z on the user-provided module on the remote side. 2025-07-24T04:20:27.6069790Z 2025-07-24T04:20:27.6069840Z Example:: 2025-07-24T04:20:27.6069930Z Run the following code in two different processes: 2025-07-24T04:20:27.6069930Z 2025-07-24T04:20:27.6070000Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:27.6070050Z >>> # On worker 0: 2025-07-24T04:20:27.6070100Z >>> import torch 2025-07-24T04:20:27.6070170Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:27.6070230Z >>> from torch import nn, Tensor 2025-07-24T04:20:27.6070370Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-07-24T04:20:27.6070420Z >>> 2025-07-24T04:20:27.6070500Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-07-24T04:20:27.6070570Z >>> remote_linear_module = RemoteModule( 2025-07-24T04:20:27.6070650Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-07-24T04:20:27.6070700Z >>> ) 2025-07-24T04:20:27.6070760Z >>> input = torch.randn(128, 20) 2025-07-24T04:20:27.6070860Z >>> ret_fut = remote_linear_module.forward_async(input) 2025-07-24T04:20:27.6070920Z >>> ret = ret_fut.wait() 2025-07-24T04:20:27.6070960Z >>> rpc.shutdown() 2025-07-24T04:20:27.6070970Z 2025-07-24T04:20:27.6071020Z >>> # On worker 1: 2025-07-24T04:20:27.6071060Z >>> import torch 2025-07-24T04:20:27.6071140Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:27.6071180Z >>> 2025-07-24T04:20:27.6071270Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-07-24T04:20:27.6071310Z >>> rpc.shutdown() 2025-07-24T04:20:27.6071310Z 2025-07-24T04:20:27.6071430Z Furthermore, a more practical example that is combined with 2025-07-24T04:20:27.6071720Z `DistributedDataParallel `__ (DDP) 2025-07-24T04:20:27.6071920Z can be found in this `tutorial `__. 2025-07-24T04:20:27.6071920Z 2025-07-24T04:20:27.6072080Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6233580Z 2025-07-24T04:20:27.6234210Z msg = Cannot scrape callname=construct_and_record_rdzv_event in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/elastic/events/__init__.py line=94. 2025-07-24T04:20:27.6234400Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6234510Z 2025-07-24T04:20:27.6234650Z Initialize rendezvous event object and record its operations. 2025-07-24T04:20:27.6234650Z 2025-07-24T04:20:27.6234690Z Args: 2025-07-24T04:20:27.6234770Z run_id (str): The run id of the rendezvous. 2025-07-24T04:20:27.6234860Z message (str): The message describing the event. 2025-07-24T04:20:27.6235030Z node_state (NodeState): The state of the node (INIT, RUNNING, SUCCEEDED, FAILED). 2025-07-24T04:20:27.6235150Z name (str): Event name. (E.g. Current action being performed). 2025-07-24T04:20:27.6235220Z hostname (str): Hostname of the node. 2025-07-24T04:20:27.6235310Z pid (Optional[int]): The process id of the node. 2025-07-24T04:20:27.6235510Z master_endpoint (str): The master endpoint for the rendezvous store, if known. 2025-07-24T04:20:27.6235680Z local_id (Optional[int]): The local_id of the node, if defined in dynamic_rendezvous.py 2025-07-24T04:20:27.6235790Z rank (Optional[int]): The rank of the node, if known. 2025-07-24T04:20:27.6235830Z Returns: 2025-07-24T04:20:27.6235880Z None 2025-07-24T04:20:27.6235930Z Example: 2025-07-24T04:20:27.6236010Z >>> # See DynamicRendezvousHandler class 2025-07-24T04:20:27.6236060Z >>> def _record( 2025-07-24T04:20:27.6236110Z ... self, 2025-07-24T04:20:27.6236160Z ... message: str, 2025-07-24T04:20:27.6236270Z ... node_state: NodeState = NodeState.RUNNING, 2025-07-24T04:20:27.6236330Z ... rank: Optional[int] = None, 2025-07-24T04:20:27.6236390Z ... ) -> None: 2025-07-24T04:20:27.6236500Z ... construct_and_record_rdzv_event( 2025-07-24T04:20:27.6236610Z ... name=f"{self.__class__.__name__}.{get_method_name()}", 2025-07-24T04:20:27.6236690Z ... run_id=self._settings.run_id, 2025-07-24T04:20:27.6236750Z ... message=message, 2025-07-24T04:20:27.6236810Z ... node_state=node_state, 2025-07-24T04:20:27.6236890Z ... hostname=self._this_node.addr, 2025-07-24T04:20:27.6236950Z ... pid=self._this_node.pid, 2025-07-24T04:20:27.6237020Z ... local_id=self._this_node.local_id, 2025-07-24T04:20:27.6237080Z ... rank=rank, 2025-07-24T04:20:27.6237120Z ... ) 2025-07-24T04:20:27.6237130Z 2025-07-24T04:20:27.6237280Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6237290Z 2025-07-24T04:20:27.6237720Z msg = Cannot scrape callname=_CustomReducer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/pipelining/microbatch.py line=29. 2025-07-24T04:20:27.6237890Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6237890Z 2025-07-24T04:20:27.6238030Z Custom reducer class that can be used to specify a custom operation that 2025-07-24T04:20:27.6238140Z reduces losses of multiple microbatches into one value. 2025-07-24T04:20:27.6238140Z 2025-07-24T04:20:27.6238180Z Example: 2025-07-24T04:20:27.6238240Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.6238300Z >>> sum_reducer = _CustomReducer( 2025-07-24T04:20:27.6238350Z >>> torch.tensor(0.0), 2025-07-24T04:20:27.6238400Z >>> lambda a, b: a + b 2025-07-24T04:20:27.6238450Z >>> ) 2025-07-24T04:20:27.6238450Z 2025-07-24T04:20:27.6238600Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6238600Z 2025-07-24T04:20:27.6239100Z msg = Cannot scrape callname=PeriodicModelAverager in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/model_averaging/averagers.py line=38. 2025-07-24T04:20:27.6239260Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6239260Z 2025-07-24T04:20:27.6239380Z Averages parameters periodically after the warm-up stage. 2025-07-24T04:20:27.6239380Z 2025-07-24T04:20:27.6239540Z This can be used for running `post-local SGD `_, 2025-07-24T04:20:27.6239690Z by running :class:`~torch.nn.DistributedDataParallel` (DDP) 2025-07-24T04:20:27.6239840Z using the subgroups created by :meth:`~torch.distributed.new_subgroups`. 2025-07-24T04:20:27.6239840Z 2025-07-24T04:20:27.6239890Z Args: 2025-07-24T04:20:27.6239980Z period (int): The number of steps per model averaging. 2025-07-24T04:20:27.6240160Z Usually the period should be greater than ``1`` to reduce the communication cost. 2025-07-24T04:20:27.6244560Z Otherwise, only DDP needs to be used. 2025-07-24T04:20:27.6244700Z warmup_steps (int): The number of warm-up steps. During this stage, 2025-07-24T04:20:27.6244830Z model averaging is skipped. 2025-07-24T04:20:27.6244950Z process_group: The process group to be used for all-reduce. 2025-07-24T04:20:27.6245040Z If ``None``, the default process group, which 2025-07-24T04:20:27.6245160Z is created by :func:`torch.distributed.init_process_group`, 2025-07-24T04:20:27.6245240Z will be used. (default: ``None``) 2025-07-24T04:20:27.6245240Z 2025-07-24T04:20:27.6245290Z Example:: 2025-07-24T04:20:27.6245290Z 2025-07-24T04:20:27.6245370Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:27.6245420Z >>> import torch 2025-07-24T04:20:27.6245490Z >>> import torch.distributed as dist 2025-07-24T04:20:27.6245710Z >>> import torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook as post_localSGD 2025-07-24T04:20:27.6245920Z >>> import torch.distributed.algorithms.model_averaging.averagers as averagers 2025-07-24T04:20:27.6245980Z >>> import torch.nn as nn 2025-07-24T04:20:27.6246020Z >>> 2025-07-24T04:20:27.6246140Z >>> dist.init_process_group("nccl", rank=rank, world_size=16) 2025-07-24T04:20:27.6246200Z >>> torch.cuda.set_device(rank) 2025-07-24T04:20:27.6246280Z >>> module = nn.Linear(1, 1, bias=False).cuda() 2025-07-24T04:20:27.6246380Z >>> model = nn.parallel.DistributedDataParallel( 2025-07-24T04:20:27.6246470Z >>> module, device_ids=[rank], output_device=rank 2025-07-24T04:20:27.6246520Z >>> ) 2025-07-24T04:20:27.6246610Z >>> # Register a post-localSGD communication hook. 2025-07-24T04:20:27.6246790Z >>> state = PostLocalSGDState(process_group=None, subgroup=None, start_localSGD_iter=100) 2025-07-24T04:20:27.6246890Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-07-24T04:20:27.6246930Z >>> 2025-07-24T04:20:27.6247100Z >>> # In the first 100 steps, run global gradient averaging like normal DDP at every step. 2025-07-24T04:20:27.6247200Z >>> # After 100 steps, run model averaging every 4 steps. 2025-07-24T04:20:27.6247400Z >>> # Note that ``warmup_steps`` must be the same as ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-07-24T04:20:27.6247550Z >>> averager = averagers.PeriodicModelAverager(period=4, warmup_steps=100) 2025-07-24T04:20:27.6247610Z >>> for step in range(0, 200): 2025-07-24T04:20:27.6247670Z >>> optimizer.zero_grad() 2025-07-24T04:20:27.6247740Z >>> loss = loss_fn(output, labels) 2025-07-24T04:20:27.6247790Z >>> loss.backward() 2025-07-24T04:20:27.6247850Z >>> optimizer.step() 2025-07-24T04:20:27.6247970Z >>> # Will average model parameters globally every 4 steps. Thus, 2025-07-24T04:20:27.6248100Z >>> # inter-node communication only occurs every 4 iterations after 2025-07-24T04:20:27.6248180Z >>> # the initial ``warmup_steps`` period. 2025-07-24T04:20:27.6248280Z >>> averager.average_parameters(model.parameters()) 2025-07-24T04:20:27.6248280Z 2025-07-24T04:20:27.6248430Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6248440Z 2025-07-24T04:20:27.6249000Z msg = Cannot scrape callname=HierarchicalModelAverager in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/model_averaging/hierarchical_model_averager.py line=19. 2025-07-24T04:20:27.6249210Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6249210Z 2025-07-24T04:20:27.6249420Z Runs hierarchical model averaging (`hierarchical SGD `_). 2025-07-24T04:20:27.6249420Z 2025-07-24T04:20:27.6249610Z Process groups of different sizes are organized in a hierarchy, and they average parameters 2025-07-24T04:20:27.6249730Z by using different periods concurrently after the warm-up stage. 2025-07-24T04:20:27.6249980Z This is an extension of :class:`~torch.distributed.algorithms.model_averaging.averagers.PeriodicModelAverager` 2025-07-24T04:20:27.6250210Z that supports `post-local SGD `_, which essentially only supports 2025-07-24T04:20:27.6250410Z a two-level hierarchy: the intra-machine level and the global level, where the intra-machine 2025-07-24T04:20:27.6250620Z level is usually embedded in :meth:`~torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook`. 2025-07-24T04:20:27.6250800Z Similarly, the process groups within this class do not have such an intra-machine process 2025-07-24T04:20:27.6250970Z subgroup, which should be embedded by the post-local SGD communication hook instead. 2025-07-24T04:20:27.6250970Z 2025-07-24T04:20:27.6251010Z Args: 2025-07-24T04:20:27.6251190Z period_group_size_dict: An ordered dict mapping keys of model averaging period to 2025-07-24T04:20:27.6251330Z process group size, used for initializing process groups of 2025-07-24T04:20:27.6251510Z different sizes in a hierarchy to average parameters concurrently. 2025-07-24T04:20:27.6251650Z Particularly, at each iteration, there will be at most a single 2025-07-24T04:20:27.6251800Z process group that runs averaging -- the period of such group should 2025-07-24T04:20:27.6251930Z have the largest period which the current step can be divided by. 2025-07-24T04:20:27.6252040Z For example, if the dict has three keys: 2, 4, and 8, 2025-07-24T04:20:27.6252170Z then this means totally three process groups will be created to 2025-07-24T04:20:27.6252300Z average parameters every 2, 4, and 8 iterations, respectively. 2025-07-24T04:20:27.6252420Z At the 4th iteration, only the second process group will run 2025-07-24T04:20:27.6252540Z averaging, because the first process group should be a 2025-07-24T04:20:27.6252680Z subset of the second process group, and no need to execute the first 2025-07-24T04:20:27.6252760Z process group redundantly. 2025-07-24T04:20:27.6252880Z On the other hand, the third process group can only be triggered 2025-07-24T04:20:27.6253020Z every 8 iterations, so it will not be triggered at the 4th iteration. 2025-07-24T04:20:27.6253210Z warmup_steps (int): The number of warm-up steps. During this stage, model averaging is skipped. 2025-07-24T04:20:27.6253470Z process_group (ProcessGroup, optional): The overall process group containing all the processes that runs model averaging. 2025-07-24T04:20:27.6253590Z If ``None``, the default process group, which is created 2025-07-24T04:20:27.6253740Z by :func:`torch.distributed.init_process_group`, will be used. 2025-07-24T04:20:27.6253820Z (default: ``None``) 2025-07-24T04:20:27.6253830Z 2025-07-24T04:20:27.6253870Z Example:: 2025-07-24T04:20:27.6253940Z >>> # xdoctest: +SKIP('undefined rank') 2025-07-24T04:20:27.6254010Z >>> from collections import OrderedDict 2025-07-24T04:20:27.6254060Z >>> import torch 2025-07-24T04:20:27.6254160Z >>> import torch.distributed as dist 2025-07-24T04:20:27.6254330Z >>> from torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook import ( 2025-07-24T04:20:27.6254390Z >>> PostLocalSGDState, 2025-07-24T04:20:27.6254450Z >>> post_localSGD_hook, 2025-07-24T04:20:27.6254500Z >>> ) 2025-07-24T04:20:27.6254720Z >>> import torch.distributed.algorithms.model_averaging.hierarchical_model_averager as hierarchicalSGD 2025-07-24T04:20:27.6254780Z >>> import torch.nn as nn 2025-07-24T04:20:27.6254820Z >>> 2025-07-24T04:20:27.6254930Z >>> dist.init_process_group("nccl", rank=rank, world_size=16) 2025-07-24T04:20:27.6255000Z >>> torch.cuda.set_device(rank) 2025-07-24T04:20:27.6255110Z >>> module = nn.Linear(1, 1, bias=False).to(rank) 2025-07-24T04:20:27.6255200Z >>> model = nn.parallel.DistributedDataParallel( 2025-07-24T04:20:27.6255280Z >>> module, device_ids=[rank], output_device=rank 2025-07-24T04:20:27.6255330Z >>> ) 2025-07-24T04:20:27.6255420Z >>> # Register a post-localSGD communication hook. 2025-07-24T04:20:27.6255590Z >>> # Assume that each machine has 4 GPUs, then each intra-machine subgroup has a size of 4. 2025-07-24T04:20:27.6255660Z >>> subgroup, _ = dist.new_subgroups() 2025-07-24T04:20:27.6255840Z >>> state = PostLocalSGDState(process_group=None, subgroup=subgroup, start_localSGD_iter=100) 2025-07-24T04:20:27.6255960Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-07-24T04:20:27.6256010Z >>> 2025-07-24T04:20:27.6256180Z >>> # Average parameters among each group of 8 processes every 4 iterations, and among all 2025-07-24T04:20:27.6256280Z >>> # the 16 processes every 16 iterations. 2025-07-24T04:20:27.6256400Z >>> averager = hierarchicalSGD.HierarchicalModelAverager( 2025-07-24T04:20:27.6256550Z >>> period_group_size_dict=OrderedDict([(4, 8), (16, 16)]), warmup_steps=100) 2025-07-24T04:20:27.6256740Z >>> # Note that ``warmup_steps`` must be the same as ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-07-24T04:20:27.6256910Z >>> # In the first 100 steps, run global gradient averaging like normal DDP at every step. 2025-07-24T04:20:27.6257010Z >>> # After 100 steps, run model averaging at two levels. 2025-07-24T04:20:27.6257070Z >>> for step in range(0, 200): 2025-07-24T04:20:27.6257130Z >>> optimizer.zero_grad() 2025-07-24T04:20:27.6257200Z >>> loss = loss_fn(output, labels) 2025-07-24T04:20:27.6257250Z >>> loss.backward() 2025-07-24T04:20:27.6257310Z >>> optimizer.step() 2025-07-24T04:20:27.6257400Z >>> # Average parameters after ``optimizer.step()``. 2025-07-24T04:20:27.6257580Z >>> # Thus, the inter-node communication only occurs periodically after ``warmup_steps``. 2025-07-24T04:20:27.6257670Z >>> averager.average_parameters(model.parameters()) 2025-07-24T04:20:27.6257680Z 2025-07-24T04:20:27.6257720Z .. warning :: 2025-07-24T04:20:27.6257880Z The last group size in the dict must be the size of the provided ``process_group``, 2025-07-24T04:20:27.6258020Z which indicates model averaging at the highest level of the hierarchy. 2025-07-24T04:20:27.6258210Z If ``process_group`` is not provided, then the last group size should be equal to the world size. 2025-07-24T04:20:27.6258210Z 2025-07-24T04:20:27.6258250Z .. warning :: 2025-07-24T04:20:27.6258400Z `HierarchicalModelAverager` is experimental and subject to change. 2025-07-24T04:20:27.6258400Z 2025-07-24T04:20:27.6258550Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6705440Z 2025-07-24T04:20:27.6706110Z msg = Cannot scrape callname=post_localSGD_hook in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/post_localSGD_hook.py line=72. 2025-07-24T04:20:27.6706320Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6706320Z 2025-07-24T04:20:27.6706520Z Run post-localSGD algorithm. 2025-07-24T04:20:27.6706520Z 2025-07-24T04:20:27.6706670Z This DDP communication hook is used for running post-localSGD algorithm, 2025-07-24T04:20:27.6706780Z by combining with a model averaging component (e.g., 2025-07-24T04:20:27.6706980Z :class:`~torch.distributed.algorithms.model_averaging.averagers.PeriodicModelAverager`) 2025-07-24T04:20:27.6707050Z that runs after the optimizer step. 2025-07-24T04:20:27.6707050Z 2025-07-24T04:20:27.6707100Z Args: 2025-07-24T04:20:27.6707240Z state (PostLocalSGDState): State information to run post-localSGD. 2025-07-24T04:20:27.6707420Z Users mainly need to tune ``start_localSGD_iter`` to determine when to start local SGD. 2025-07-24T04:20:27.6707760Z bucket (dist.GradBucket): Bucket that stores a 1D flattened gradient tensor that batches multiple per-variable tensors. 2025-07-24T04:20:27.6707920Z Note that since DDP comm hook only supports single process single device mode, 2025-07-24T04:20:27.6708020Z only exactly one tensor is stored in this bucket. 2025-07-24T04:20:27.6708020Z 2025-07-24T04:20:27.6708070Z Returns: 2025-07-24T04:20:27.6708220Z Future handler of the communication, which updates the gradients in place. 2025-07-24T04:20:27.6708220Z 2025-07-24T04:20:27.6708280Z Example:: 2025-07-24T04:20:27.6708330Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.6708500Z >>> state = PostLocalSGDState(process_group=process_group, subgroup=subgroup, 2025-07-24T04:20:27.6708610Z start_localSGD_iter=10) 2025-07-24T04:20:27.6708730Z >>> ddp_model.register_comm_hook(state, post_localSGD_hook) 2025-07-24T04:20:27.6709000Z >>> # Also need to establish a model averaging module and run model averaging after ``optimizer.step()``. 2025-07-24T04:20:27.6709220Z >>> # Please refer to the examples in ``torch.distributed.algorithms.model_averaging.averagers`` module. 2025-07-24T04:20:27.6709220Z 2025-07-24T04:20:27.6709380Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6709390Z 2025-07-24T04:20:27.6709880Z msg = Cannot scrape callname=powerSGD_hook in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/powerSGD_hook.py line=342. 2025-07-24T04:20:27.6710030Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6710040Z 2025-07-24T04:20:27.6710100Z Implement PowerSGD algorithm. 2025-07-24T04:20:27.6710100Z 2025-07-24T04:20:27.6710240Z This DDP communication hook implements PowerSGD gradient compression 2025-07-24T04:20:27.6710390Z algorithm described in the `paper `_. 2025-07-24T04:20:27.6710530Z Once gradient tensors are aggregated across all workers, this hook applies 2025-07-24T04:20:27.6710590Z compression as follows: 2025-07-24T04:20:27.6710600Z 2025-07-24T04:20:27.6710860Z 1. Views the input flattened 1D gradient tensor as a list of per-parameter tensors, and divides all the tensors into two groups: 2025-07-24T04:20:27.6710860Z 2025-07-24T04:20:27.6711110Z 1.1 The tensors that should be compressed before allreduce, because the compression can give enough saving in bandwidth. 2025-07-24T04:20:27.6711110Z 2025-07-24T04:20:27.6711350Z 1.2 Rest of the tensors will be directly allreduced without compression, including all the vector tensors (for biases). 2025-07-24T04:20:27.6711350Z 2025-07-24T04:20:27.6711420Z 2. Handles uncompressed tensors: 2025-07-24T04:20:27.6711420Z 2025-07-24T04:20:27.6711720Z 2.1. Allocate contiguous memory for those uncompressed tensors, and allreduces all the uncompressed tensors as a batch, without compression; 2025-07-24T04:20:27.6711720Z 2025-07-24T04:20:27.6711930Z 2.2. Copies the individual uncompressed tensors from the contiguous memory back to the input tensor. 2025-07-24T04:20:27.6711930Z 2025-07-24T04:20:27.6712070Z 3. Handles the tensors that should be compressed by PowerSGD compression: 2025-07-24T04:20:27.6712100Z 2025-07-24T04:20:27.6712260Z 3.1. For each tensor M, creates two low-rank tensors P and Q for decomposing M, 2025-07-24T04:20:27.6712450Z such that M = PQ^T, where Q is initialized from a standard normal distribution and orthogonalized; 2025-07-24T04:20:27.6712450Z 2025-07-24T04:20:27.6712550Z 3.2. Computes each P in Ps, which is equal to MQ; 2025-07-24T04:20:27.6712550Z 2025-07-24T04:20:27.6712610Z 3.3. Allreduces Ps as a batch; 2025-07-24T04:20:27.6712620Z 2025-07-24T04:20:27.6712680Z 3.4. Orthogonalizes each P in Ps; 2025-07-24T04:20:27.6712690Z 2025-07-24T04:20:27.6712810Z 3.5. Computes each Q in Qs, which is approximately equal to M^TP; 2025-07-24T04:20:27.6712810Z 2025-07-24T04:20:27.6712900Z 3.6. Allreduces Qs as a batch; 2025-07-24T04:20:27.6712910Z 2025-07-24T04:20:27.6713080Z 3.7. Computes each M among all the compressed tensors, which is approximately equal to PQ^T. 2025-07-24T04:20:27.6713080Z 2025-07-24T04:20:27.6713330Z Note that this communication hook enforces vanilla allreduce for the first ``state.start_powerSGD_iter`` iterations. 2025-07-24T04:20:27.6713500Z This not only gives the user more control over the tradeoff between speedup and accuracy, 2025-07-24T04:20:27.6713750Z but also helps abstract away some complexity of the internal optimization of DDP for future communication hook developers. 2025-07-24T04:20:27.6713760Z 2025-07-24T04:20:27.6713800Z Args: 2025-07-24T04:20:27.6714090Z state (PowerSGDState): State information to configure the compression rate and support error feedback, warm start, etc. 2025-07-24T04:20:27.6714330Z To tune the compression configs, mainly need to tune ``matrix_approximation_rank``, ``start_powerSGD_iter`` 2025-07-24T04:20:27.6714410Z and ``min_compression_rate``. 2025-07-24T04:20:27.6714650Z bucket (dist.GradBucket): Bucket that stores a 1D flattened gradient tensor that batches multiple per-variable tensors. 2025-07-24T04:20:27.6714810Z Note that since DDP comm hook only supports single process single device mode, 2025-07-24T04:20:27.6714910Z only exactly one tensor is stored in this bucket. 2025-07-24T04:20:27.6714910Z 2025-07-24T04:20:27.6714960Z Returns: 2025-07-24T04:20:27.6715110Z Future handler of the communication, which updates the gradients in place. 2025-07-24T04:20:27.6715110Z 2025-07-24T04:20:27.6715160Z Example:: 2025-07-24T04:20:27.6715210Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.6715380Z >>> state = PowerSGDState(process_group=process_group, matrix_approximation_rank=1, 2025-07-24T04:20:27.6715480Z start_powerSGD_iter=10, min_compression_rate=0.5) 2025-07-24T04:20:27.6715580Z >>> ddp_model.register_comm_hook(state, powerSGD_hook) 2025-07-24T04:20:27.6715590Z 2025-07-24T04:20:27.6715740Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6715740Z 2025-07-24T04:20:27.6716220Z msg = Cannot scrape callname=PostLocalSGDOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/optim/post_localSGD_optimizer.py line=9. 2025-07-24T04:20:27.6716380Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6716380Z 2025-07-24T04:20:27.6716620Z Wraps an arbitrary :class:`torch.optim.Optimizer` and runs `post-local SGD `_, 2025-07-24T04:20:27.6716710Z This optimizer runs local optimizer at every step. 2025-07-24T04:20:27.6716920Z After the warm-up stage, it averages parameters periodically after the local optimizer is applied. 2025-07-24T04:20:27.6716920Z 2025-07-24T04:20:27.6716970Z Args: 2025-07-24T04:20:27.6717030Z optim: The local optimizer. 2025-07-24T04:20:27.6717170Z averager: A model averager instance to run post-localSGD algorithm. 2025-07-24T04:20:27.6717170Z 2025-07-24T04:20:27.6717210Z Example:: 2025-07-24T04:20:27.6717220Z 2025-07-24T04:20:27.6717290Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:27.6717380Z >>> import torch 2025-07-24T04:20:27.6717450Z >>> import torch.distributed as dist 2025-07-24T04:20:27.6717620Z >>> import torch.distributed.algorithms.model_averaging.averagers as averagers 2025-07-24T04:20:27.6717680Z >>> import torch.nn as nn 2025-07-24T04:20:27.6717800Z >>> from torch.distributed.optim import PostLocalSGDOptimizer 2025-07-24T04:20:27.6717960Z >>> from torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook import ( 2025-07-24T04:20:27.6718020Z >>> PostLocalSGDState, 2025-07-24T04:20:27.6718080Z >>> post_localSGD_hook, 2025-07-24T04:20:27.6718120Z >>> ) 2025-07-24T04:20:27.6718170Z >>> 2025-07-24T04:20:27.6718260Z >>> model = nn.parallel.DistributedDataParallel( 2025-07-24T04:20:27.6718380Z >>> module, device_ids=[rank], output_device=rank 2025-07-24T04:20:27.6718430Z >>> ) 2025-07-24T04:20:27.6718470Z >>> 2025-07-24T04:20:27.6718560Z >>> # Register a post-localSGD communication hook. 2025-07-24T04:20:27.6718740Z >>> state = PostLocalSGDState(process_group=None, subgroup=None, start_localSGD_iter=100) 2025-07-24T04:20:27.6718840Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-07-24T04:20:27.6718880Z >>> 2025-07-24T04:20:27.6719010Z >>> # Create a post-localSGD optimizer that wraps a local optimizer. 2025-07-24T04:20:27.6719160Z >>> # Note that ``warmup_steps`` used in ``PostLocalSGDOptimizer`` must be the same as 2025-07-24T04:20:27.6719280Z >>> # ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-07-24T04:20:27.6719420Z >>> local_optim = torch.optim.SGD(params=model.parameters(), lr=0.01) 2025-07-24T04:20:27.6719530Z >>> opt = PostLocalSGDOptimizer( 2025-07-24T04:20:27.6719590Z >>> optim=local_optim, 2025-07-24T04:20:27.6719740Z >>> averager=averagers.PeriodicModelAverager(period=4, warmup_steps=100) 2025-07-24T04:20:27.6719790Z >>> ) 2025-07-24T04:20:27.6719830Z >>> 2025-07-24T04:20:27.6719970Z >>> # In the first 100 steps, DDP runs global gradient averaging at every step. 2025-07-24T04:20:27.6720160Z >>> # After 100 steps, DDP runs gradient averaging within each subgroup (intra-node by default), 2025-07-24T04:20:27.6720390Z >>> # and post-localSGD optimizer runs global model averaging every 4 steps after applying the local optimizer. 2025-07-24T04:20:27.6720450Z >>> for step in range(0, 200): 2025-07-24T04:20:27.6720500Z >>> opt.zero_grad() 2025-07-24T04:20:27.6720570Z >>> loss = loss_fn(output, labels) 2025-07-24T04:20:27.6720620Z >>> loss.backward() 2025-07-24T04:20:27.6720680Z >>> opt.step() 2025-07-24T04:20:27.6720680Z 2025-07-24T04:20:27.6720840Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6720840Z 2025-07-24T04:20:27.6721280Z msg = Cannot scrape callname=DistributedOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/optim/optimizer.py line=129. 2025-07-24T04:20:27.6721440Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6721440Z 2025-07-24T04:20:27.6721580Z DistributedOptimizer takes remote references to parameters scattered 2025-07-24T04:20:27.6721730Z across workers and applies the given optimizer locally for each parameter. 2025-07-24T04:20:27.6721730Z 2025-07-24T04:20:27.6721880Z This class uses :meth:`~torch.distributed.autograd.get_gradients` in order 2025-07-24T04:20:27.6721970Z to retrieve the gradients for specific parameters. 2025-07-24T04:20:27.6721970Z 2025-07-24T04:20:27.6722030Z Concurrent calls to 2025-07-24T04:20:27.6722160Z :meth:`~torch.distributed.optim.DistributedOptimizer.step`, 2025-07-24T04:20:27.6722240Z either from the same or different clients, will 2025-07-24T04:20:27.6722380Z be serialized on each worker -- as each worker's optimizer can only work 2025-07-24T04:20:27.6722510Z on one set of gradients at a time. However, there is no guarantee that 2025-07-24T04:20:27.6722650Z the full forward-backward-optimizer sequence will execute for one client 2025-07-24T04:20:27.6722830Z at a time. This means that the gradients being applied may not correspond 2025-07-24T04:20:27.6722960Z to the latest forward pass executed on a given worker. Also, there is no 2025-07-24T04:20:27.6723030Z guaranteed ordering across workers. 2025-07-24T04:20:27.6723030Z 2025-07-24T04:20:27.6723190Z `DistributedOptimizer` creates the local optimizer with TorchScript enabled 2025-07-24T04:20:27.6723330Z by default, so that optimizer updates are not blocked by the Python Global 2025-07-24T04:20:27.6723480Z Interpreter Lock (GIL) in the case of multithreaded training (e.g. Distributed 2025-07-24T04:20:27.6723620Z Model Parallel). This feature is currently enabled for most optimizers. You 2025-07-24T04:20:27.6723800Z can also follow `the recipe`__ in PyTorch tutorials to enable TorchScript support 2025-07-24T04:20:27.6723870Z for your own custom optimizers. 2025-07-24T04:20:27.6723870Z 2025-07-24T04:20:27.6723920Z Args: 2025-07-24T04:20:27.6724040Z optimizer_class (optim.Optimizer): the class of optimizer to 2025-07-24T04:20:27.6724110Z instantiate on each worker. 2025-07-24T04:20:27.6724230Z params_rref (list[RRef]): list of RRefs to local or remote parameters 2025-07-24T04:20:27.6724290Z to optimize. 2025-07-24T04:20:27.6724420Z args: arguments to pass to the optimizer constructor on each worker. 2025-07-24T04:20:27.6724580Z kwargs: arguments to pass to the optimizer constructor on each worker. 2025-07-24T04:20:27.6724580Z 2025-07-24T04:20:27.6724630Z Example:: 2025-07-24T04:20:27.6724700Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:27.6724830Z >>> import torch.distributed.autograd as dist_autograd 2025-07-24T04:20:27.6724910Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:27.6724970Z >>> from torch import optim 2025-07-24T04:20:27.6725080Z >>> from torch.distributed.optim import DistributedOptimizer 2025-07-24T04:20:27.6725120Z >>> 2025-07-24T04:20:27.6725210Z >>> with dist_autograd.context() as context_id: 2025-07-24T04:20:27.6725260Z >>> # Forward pass. 2025-07-24T04:20:27.6725390Z >>> rref1 = rpc.remote("worker1", torch.add, args=(torch.ones(2), 3)) 2025-07-24T04:20:27.6725510Z >>> rref2 = rpc.remote("worker1", torch.add, args=(torch.ones(2), 1)) 2025-07-24T04:20:27.6725590Z >>> loss = rref1.to_here() + rref2.to_here() 2025-07-24T04:20:27.6725640Z >>> 2025-07-24T04:20:27.6725690Z >>> # Backward pass. 2025-07-24T04:20:27.6725790Z >>> dist_autograd.backward(context_id, [loss.sum()]) 2025-07-24T04:20:27.6725830Z >>> 2025-07-24T04:20:27.6725880Z >>> # Optimizer. 2025-07-24T04:20:27.6725950Z >>> dist_optim = DistributedOptimizer( 2025-07-24T04:20:27.6726010Z >>> optim.SGD, 2025-07-24T04:20:27.6726060Z >>> [rref1, rref2], 2025-07-24T04:20:27.6726100Z >>> lr=0.05, 2025-07-24T04:20:27.6726150Z >>> ) 2025-07-24T04:20:27.6726210Z >>> dist_optim.step(context_id) 2025-07-24T04:20:27.6726210Z 2025-07-24T04:20:27.6726310Z __ https://github.com/pytorch/tutorials/pull/1465 2025-07-24T04:20:27.6726310Z 2025-07-24T04:20:27.6726460Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6884080Z 2025-07-24T04:20:27.6884830Z msg = Cannot scrape callname=ZeroRedundancyOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/optim/zero_redundancy_optimizer.py line=284. 2025-07-24T04:20:27.6885030Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6885040Z 2025-07-24T04:20:27.6885300Z Wrap an arbitrary :class:`optim.Optimizer ` and shards its states across ranks in the group. 2025-07-24T04:20:27.6885300Z 2025-07-24T04:20:27.6885460Z The sharing is done as described by `ZeRO `_. 2025-07-24T04:20:27.6885470Z 2025-07-24T04:20:27.6885560Z The local optimizer instance in each rank is only 2025-07-24T04:20:27.6885900Z responsible for updating approximately ``1 / world_size`` parameters and 2025-07-24T04:20:27.6886040Z hence only needs to keep ``1 / world_size`` optimizer states. After 2025-07-24T04:20:27.6886190Z parameters are updated locally, each rank will broadcast its parameters to 2025-07-24T04:20:27.6886310Z all other peers to keep all model replicas in the same state. 2025-07-24T04:20:27.6886430Z ``ZeroRedundancyOptimizer`` can be used in conjunction with 2025-07-24T04:20:27.6886600Z :class:`torch.nn.parallel.DistributedDataParallel` to reduce per-rank peak 2025-07-24T04:20:27.6886660Z memory consumption. 2025-07-24T04:20:27.6886660Z 2025-07-24T04:20:27.6886830Z ``ZeroRedundancyOptimizer`` uses a sorted-greedy algorithm to pack a number 2025-07-24T04:20:27.6887040Z of parameters at each rank. Each parameter belongs to a single rank and is 2025-07-24T04:20:27.6887190Z not divided among ranks. The partition is arbitrary and might not match the 2025-07-24T04:20:27.6887270Z the parameter registration or usage order. 2025-07-24T04:20:27.6887280Z 2025-07-24T04:20:27.6887320Z Arguments: 2025-07-24T04:20:27.6887460Z params (``Iterable``): an ``Iterable`` of :class:`torch.Tensor` s 2025-07-24T04:20:27.6887580Z or :class:`dict` s giving all parameters, which will be sharded 2025-07-24T04:20:27.6887640Z across ranks. 2025-07-24T04:20:27.6887640Z 2025-07-24T04:20:27.6887690Z Keyword Args: 2025-07-24T04:20:27.6887870Z optimizer_class (:class:`torch.nn.Optimizer`): the class of the local 2025-07-24T04:20:27.6887920Z optimizer. 2025-07-24T04:20:27.6888110Z process_group (``ProcessGroup``, optional): ``torch.distributed`` 2025-07-24T04:20:27.6888230Z ``ProcessGroup`` (default: ``dist.group.WORLD`` initialized by 2025-07-24T04:20:27.6888330Z :meth:`torch.distributed.init_process_group`). 2025-07-24T04:20:27.6888470Z parameters_as_bucket_view (bool, optional): if ``True``, parameters are 2025-07-24T04:20:27.6888610Z packed into buckets to speed up communication, and ``param.data`` 2025-07-24T04:20:27.6888730Z fields point to bucket views at different offsets; if ``False``, 2025-07-24T04:20:27.6888850Z each individual parameter is communicated separately, and each 2025-07-24T04:20:27.6888950Z ``params.data`` stays intact (default: ``False``). 2025-07-24T04:20:27.6889070Z overlap_with_ddp (bool, optional): if ``True``, :meth:`step` is 2025-07-24T04:20:27.6889190Z overlapped with :class:`DistributedDataParallel` 's gradient 2025-07-24T04:20:27.6889320Z synchronization; this requires (1) either a functional optimizer 2025-07-24T04:20:27.6889440Z for the ``optimizer_class`` argument or one with a functional 2025-07-24T04:20:27.6889550Z equivalent and (2) registering a DDP communication hook 2025-07-24T04:20:27.6889670Z constructed from one of the functions in ``ddp_zero_hook.py``; 2025-07-24T04:20:27.6889780Z parameters are packed into buckets matching those in 2025-07-24T04:20:27.6889880Z :class:`DistributedDataParallel`, meaning that the 2025-07-24T04:20:27.6889970Z ``parameters_as_bucket_view`` argument is ignored. 2025-07-24T04:20:27.6890090Z If ``False``, :meth:`step` runs disjointly after the backward pass 2025-07-24T04:20:27.6890140Z (per normal). 2025-07-24T04:20:27.6890200Z (default: ``False``) 2025-07-24T04:20:27.6890330Z **defaults: any trailing arguments, which are forwarded to the local 2025-07-24T04:20:27.6890380Z optimizer. 2025-07-24T04:20:27.6890380Z 2025-07-24T04:20:27.6890440Z Example:: 2025-07-24T04:20:27.6890440Z 2025-07-24T04:20:27.6890490Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.6890550Z >>> import torch.nn as nn 2025-07-24T04:20:27.6890680Z >>> from torch.distributed.optim import ZeroRedundancyOptimizer 2025-07-24T04:20:27.6890800Z >>> from torch.nn.parallel import DistributedDataParallel as DDP 2025-07-24T04:20:27.6890950Z >>> model = nn.Sequential(*[nn.Linear(2000, 2000).to(rank) for _ in range(20)]) 2025-07-24T04:20:27.6891060Z >>> ddp = DDP(model, device_ids=[rank]) 2025-07-24T04:20:27.6891130Z >>> opt = ZeroRedundancyOptimizer( 2025-07-24T04:20:27.6891190Z >>> ddp.parameters(), 2025-07-24T04:20:27.6891260Z >>> optimizer_class=torch.optim.Adam, 2025-07-24T04:20:27.6891310Z >>> lr=0.01 2025-07-24T04:20:27.6891350Z >>> ) 2025-07-24T04:20:27.6891420Z >>> ddp(inputs).sum().backward() 2025-07-24T04:20:27.6891460Z >>> opt.step() 2025-07-24T04:20:27.6891470Z 2025-07-24T04:20:27.6891520Z .. warning:: 2025-07-24T04:20:27.6891650Z Currently, ``ZeroRedundancyOptimizer`` requires that all of the 2025-07-24T04:20:27.6891740Z passed-in parameters are the same dense type. 2025-07-24T04:20:27.6891770Z 2025-07-24T04:20:27.6891810Z .. warning:: 2025-07-24T04:20:27.6891950Z If you pass ``overlap_with_ddp=True``, be wary of the following: Given 2025-07-24T04:20:27.6892070Z the way that overlapping :class:`DistributedDataParallel` with 2025-07-24T04:20:27.6892220Z :class:`ZeroRedundancyOptimizer` is currently implemented, the first 2025-07-24T04:20:27.6892350Z two or three training iterations do not perform parameter updates in 2025-07-24T04:20:27.6892470Z the optimizer step, depending on if ``static_graph=False`` or 2025-07-24T04:20:27.6892580Z ``static_graph=True``, respectively. This is because it needs 2025-07-24T04:20:27.6892820Z information about the gradient bucketing strategy used by 2025-07-24T04:20:27.6892960Z :class:`DistributedDataParallel`, which is not finalized until the 2025-07-24T04:20:27.6893110Z second forward pass if ``static_graph=False`` or until the third 2025-07-24T04:20:27.6893240Z forward pass if ``static_graph=True``. To adjust for this, one option 2025-07-24T04:20:27.6893310Z is to prepend dummy inputs. 2025-07-24T04:20:27.6893310Z 2025-07-24T04:20:27.6893470Z .. warning:: ZeroRedundancyOptimizer is experimental and subject to change. 2025-07-24T04:20:27.6893470Z 2025-07-24T04:20:27.6893620Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6893620Z 2025-07-24T04:20:27.6894180Z msg = Cannot scrape callname=FullyShardedDataParallel.set_state_dict_type in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=637. 2025-07-24T04:20:27.6894330Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6894490Z Set the ``state_dict_type`` of all the descendant FSDP modules of the target module. 2025-07-24T04:20:27.6894490Z 2025-07-24T04:20:27.6894660Z Also takes (optional) configuration for the model's and optimizer's state dict. 2025-07-24T04:20:27.6894790Z The target module does not have to be a FSDP module. If the target 2025-07-24T04:20:27.6894920Z module is a FSDP module, its ``state_dict_type`` will also be changed. 2025-07-24T04:20:27.6894920Z 2025-07-24T04:20:27.6895040Z .. note:: This API should be called for only the top-level (root) 2025-07-24T04:20:27.6895090Z module. 2025-07-24T04:20:27.6895090Z 2025-07-24T04:20:27.6895220Z .. note:: This API enables users to transparently use the conventional 2025-07-24T04:20:27.6895340Z ``state_dict`` API to take model checkpoints in cases where the 2025-07-24T04:20:27.6895470Z root FSDP module is wrapped by another ``nn.Module``. For example, 2025-07-24T04:20:27.6895600Z the following will ensure ``state_dict`` is called on all non-FSDP 2025-07-24T04:20:27.6895750Z instances, while dispatching into `sharded_state_dict` implementation 2025-07-24T04:20:27.6895800Z for FSDP: 2025-07-24T04:20:27.6895800Z 2025-07-24T04:20:27.6895850Z Example:: 2025-07-24T04:20:27.6895850Z 2025-07-24T04:20:27.6895930Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:27.6896000Z >>> model = DDP(FSDP(...)) 2025-07-24T04:20:27.6896110Z >>> FSDP.set_state_dict_type( 2025-07-24T04:20:27.6896170Z >>> model, 2025-07-24T04:20:27.6896250Z >>> StateDictType.SHARDED_STATE_DICT, 2025-07-24T04:20:27.6896380Z >>> state_dict_config = ShardedStateDictConfig(offload_to_cpu=True), 2025-07-24T04:20:27.6896520Z >>> optim_state_dict_config = OptimStateDictConfig(offload_to_cpu=True), 2025-07-24T04:20:27.6896570Z >>> ) 2025-07-24T04:20:27.6896650Z >>> param_state_dict = model.state_dict() 2025-07-24T04:20:27.6896760Z >>> optim_state_dict = FSDP.optim_state_dict(model, optim) 2025-07-24T04:20:27.6896760Z 2025-07-24T04:20:27.6896800Z Args: 2025-07-24T04:20:27.6896910Z module (torch.nn.Module): Root module. 2025-07-24T04:20:27.6897060Z state_dict_type (StateDictType): the desired ``state_dict_type`` to set. 2025-07-24T04:20:27.6897210Z state_dict_config (Optional[StateDictConfig]): the configuration for the 2025-07-24T04:20:27.6897280Z target ``state_dict_type``. 2025-07-24T04:20:27.6897430Z optim_state_dict_config (Optional[OptimStateDictConfig]): the configuration 2025-07-24T04:20:27.6897500Z for the optimizer state dict. 2025-07-24T04:20:27.6897500Z 2025-07-24T04:20:27.6897550Z Returns: 2025-07-24T04:20:27.6897710Z A StateDictSettings that include the previous state_dict type and 2025-07-24T04:20:27.6897780Z configuration for the module. 2025-07-24T04:20:27.6897830Z 2025-07-24T04:20:27.6898020Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.6898020Z 2025-07-24T04:20:27.6898570Z msg = Cannot scrape callname=FullyShardedDataParallel.state_dict_type in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=795. 2025-07-24T04:20:27.6898730Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.6898880Z Set the ``state_dict_type`` of all the descendant FSDP modules of the target module. 2025-07-24T04:20:27.6898880Z 2025-07-24T04:20:27.6899070Z This context manager has the same functions as :meth:`set_state_dict_type`. Read the document of 2025-07-24T04:20:27.6899160Z :meth:`set_state_dict_type` for the detail. 2025-07-24T04:20:27.6899160Z 2025-07-24T04:20:27.6899210Z Example:: 2025-07-24T04:20:27.6899210Z 2025-07-24T04:20:27.6899290Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:27.6899350Z >>> model = DDP(FSDP(...)) 2025-07-24T04:20:27.6899430Z >>> with FSDP.state_dict_type( 2025-07-24T04:20:27.6899480Z >>> model, 2025-07-24T04:20:27.6899560Z >>> StateDictType.SHARDED_STATE_DICT, 2025-07-24T04:20:27.6899610Z >>> ): 2025-07-24T04:20:27.6899680Z >>> checkpoint = model.state_dict() 2025-07-24T04:20:27.6899690Z 2025-07-24T04:20:27.6899730Z Args: 2025-07-24T04:20:27.6899810Z module (torch.nn.Module): Root module. 2025-07-24T04:20:27.6899960Z state_dict_type (StateDictType): the desired ``state_dict_type`` to set. 2025-07-24T04:20:27.6900100Z state_dict_config (Optional[StateDictConfig]): the model ``state_dict`` 2025-07-24T04:20:27.6900200Z configuration for the target ``state_dict_type``. 2025-07-24T04:20:27.6900350Z optim_state_dict_config (Optional[OptimStateDictConfig]): the optimizer 2025-07-24T04:20:27.6900470Z ``state_dict`` configuration for the target ``state_dict_type``. 2025-07-24T04:20:27.6900520Z 2025-07-24T04:20:27.6900670Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.7487580Z 2025-07-24T04:20:27.7488330Z msg = Cannot scrape callname=FullyShardedDataParallel.optim_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=1808. 2025-07-24T04:20:27.7488740Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.7488750Z 2025-07-24T04:20:27.7488900Z Transform the state-dict of an optimizer corresponding to a sharded model. 2025-07-24T04:20:27.7488900Z 2025-07-24T04:20:27.7489040Z The given state-dict can be transformed to one of three types: 2025-07-24T04:20:27.7489240Z 1) full optimizer state_dict, 2) sharded optimizer state_dict, 3) local optimizer state_dict. 2025-07-24T04:20:27.7489240Z 2025-07-24T04:20:27.7489390Z For full optimizer state_dict, all states are unflattened and not sharded. 2025-07-24T04:20:27.7489590Z Rank0 only and CPU only can be specified via :meth:`state_dict_type` to 2025-07-24T04:20:27.7489650Z avoid OOM. 2025-07-24T04:20:27.7489650Z 2025-07-24T04:20:27.7489800Z For sharded optimizer state_dict, all states are unflattened but sharded. 2025-07-24T04:20:27.7489930Z CPU only can be specified via :meth:`state_dict_type` to further save 2025-07-24T04:20:27.7489980Z memory. 2025-07-24T04:20:27.7489980Z 2025-07-24T04:20:27.7490120Z For local state_dict, no transformation will be performed. But a state 2025-07-24T04:20:27.7490270Z will be converted from nn.Tensor to ShardedTensor to represent its sharding 2025-07-24T04:20:27.7490340Z nature (this is not supported yet). 2025-07-24T04:20:27.7490350Z 2025-07-24T04:20:27.7490470Z Example:: 2025-07-24T04:20:27.7490470Z 2025-07-24T04:20:27.7490560Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:27.7490790Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-07-24T04:20:27.7490900Z >>> from torch.distributed.fsdp import StateDictType 2025-07-24T04:20:27.7491010Z >>> from torch.distributed.fsdp import FullStateDictConfig 2025-07-24T04:20:27.7491140Z >>> from torch.distributed.fsdp import FullOptimStateDictConfig 2025-07-24T04:20:27.7491200Z >>> # Save a checkpoint 2025-07-24T04:20:27.7491260Z >>> model, optim = ... 2025-07-24T04:20:27.7491320Z >>> FSDP.set_state_dict_type( 2025-07-24T04:20:27.7491370Z >>> model, 2025-07-24T04:20:27.7491440Z >>> StateDictType.FULL_STATE_DICT, 2025-07-24T04:20:27.7491520Z >>> FullStateDictConfig(rank0_only=False), 2025-07-24T04:20:27.7491620Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-07-24T04:20:27.7491660Z >>> ) 2025-07-24T04:20:27.7491740Z >>> state_dict = model.state_dict() 2025-07-24T04:20:27.7491840Z >>> optim_state_dict = FSDP.optim_state_dict(model, optim) 2025-07-24T04:20:27.7491930Z >>> save_a_checkpoint(state_dict, optim_state_dict) 2025-07-24T04:20:27.7492030Z >>> # Load a checkpoint 2025-07-24T04:20:27.7492080Z >>> model, optim = ... 2025-07-24T04:20:27.7492180Z >>> state_dict, optim_state_dict = load_a_checkpoint() 2025-07-24T04:20:27.7492240Z >>> FSDP.set_state_dict_type( 2025-07-24T04:20:27.7492290Z >>> model, 2025-07-24T04:20:27.7492360Z >>> StateDictType.FULL_STATE_DICT, 2025-07-24T04:20:27.7492440Z >>> FullStateDictConfig(rank0_only=False), 2025-07-24T04:20:27.7492530Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-07-24T04:20:27.7492580Z >>> ) 2025-07-24T04:20:27.7492640Z >>> model.load_state_dict(state_dict) 2025-07-24T04:20:27.7492740Z >>> optim_state_dict = FSDP.optim_state_dict_to_load( 2025-07-24T04:20:27.7492800Z >>> model, optim, optim_state_dict 2025-07-24T04:20:27.7492850Z >>> ) 2025-07-24T04:20:27.7492930Z >>> optim.load_state_dict(optim_state_dict) 2025-07-24T04:20:27.7492930Z 2025-07-24T04:20:27.7492970Z Args: 2025-07-24T04:20:27.7493100Z model (torch.nn.Module): Root module (which may or may not be a 2025-07-24T04:20:27.7493230Z :class:`FullyShardedDataParallel` instance) whose parameters 2025-07-24T04:20:27.7493320Z were passed into the optimizer ``optim``. 2025-07-24T04:20:27.7493440Z optim (torch.optim.Optimizer): Optimizer for ``model`` 's 2025-07-24T04:20:27.7493530Z parameters. 2025-07-24T04:20:27.7493670Z optim_state_dict (Dict[str, Any]): the target optimizer state_dict to 2025-07-24T04:20:27.7493790Z transform. If the value is None, optim.state_dict() will be used. ( 2025-07-24T04:20:27.7493850Z Default: ``None``) 2025-07-24T04:20:27.7494000Z group (dist.ProcessGroup): Model's process group across which parameters 2025-07-24T04:20:27.7494120Z are sharded or ``None`` if using the default process group. ( 2025-07-24T04:20:27.7494170Z Default: ``None``) 2025-07-24T04:20:27.7494170Z 2025-07-24T04:20:27.7494220Z Returns: 2025-07-24T04:20:27.7494340Z Dict[str, Any]: A :class:`dict` containing the optimizer state for 2025-07-24T04:20:27.7494480Z ``model``. The sharding of the optimizer state is based on 2025-07-24T04:20:27.7494540Z ``state_dict_type``. 2025-07-24T04:20:27.7494540Z 2025-07-24T04:20:27.7494690Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.7494700Z 2025-07-24T04:20:27.7495250Z msg = Cannot scrape callname=FullyShardedDataParallel.optim_state_dict_to_load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=1906. 2025-07-24T04:20:27.7495410Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.7495410Z 2025-07-24T04:20:27.7495640Z Convert an optimizer state-dict so that it can be loaded into the optimizer associated with the FSDP model. 2025-07-24T04:20:27.7495650Z 2025-07-24T04:20:27.7495800Z Given a ``optim_state_dict`` that is transformed through 2025-07-24T04:20:27.7495930Z :meth:`optim_state_dict`, it gets converted to the flattened optimizer 2025-07-24T04:20:27.7496060Z state_dict that can be loaded to ``optim`` which is the optimizer for 2025-07-24T04:20:27.7496180Z ``model``. ``model`` must be sharded by FullyShardedDataParallel. 2025-07-24T04:20:27.7496180Z 2025-07-24T04:20:27.7496270Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:27.7496410Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-07-24T04:20:27.7496510Z >>> from torch.distributed.fsdp import StateDictType 2025-07-24T04:20:27.7496610Z >>> from torch.distributed.fsdp import FullStateDictConfig 2025-07-24T04:20:27.7496740Z >>> from torch.distributed.fsdp import FullOptimStateDictConfig 2025-07-24T04:20:27.7496800Z >>> # Save a checkpoint 2025-07-24T04:20:27.7496850Z >>> model, optim = ... 2025-07-24T04:20:27.7496910Z >>> FSDP.set_state_dict_type( 2025-07-24T04:20:27.7496960Z >>> model, 2025-07-24T04:20:27.7497020Z >>> StateDictType.FULL_STATE_DICT, 2025-07-24T04:20:27.7497110Z >>> FullStateDictConfig(rank0_only=False), 2025-07-24T04:20:27.7497190Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-07-24T04:20:27.7497240Z >>> ) 2025-07-24T04:20:27.7497300Z >>> state_dict = model.state_dict() 2025-07-24T04:20:27.7497370Z >>> original_osd = optim.state_dict() 2025-07-24T04:20:27.7497450Z >>> optim_state_dict = FSDP.optim_state_dict( 2025-07-24T04:20:27.7497490Z >>> model, 2025-07-24T04:20:27.7497540Z >>> optim, 2025-07-24T04:20:27.7497600Z >>> optim_state_dict=original_osd 2025-07-24T04:20:27.7497640Z >>> ) 2025-07-24T04:20:27.7497740Z >>> save_a_checkpoint(state_dict, optim_state_dict) 2025-07-24T04:20:27.7503690Z >>> # Load a checkpoint 2025-07-24T04:20:27.7503760Z >>> model, optim = ... 2025-07-24T04:20:27.7503860Z >>> state_dict, optim_state_dict = load_a_checkpoint() 2025-07-24T04:20:27.7503920Z >>> FSDP.set_state_dict_type( 2025-07-24T04:20:27.7503970Z >>> model, 2025-07-24T04:20:27.7504030Z >>> StateDictType.FULL_STATE_DICT, 2025-07-24T04:20:27.7504110Z >>> FullStateDictConfig(rank0_only=False), 2025-07-24T04:20:27.7504200Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-07-24T04:20:27.7504310Z >>> ) 2025-07-24T04:20:27.7504380Z >>> model.load_state_dict(state_dict) 2025-07-24T04:20:27.7504470Z >>> optim_state_dict = FSDP.optim_state_dict_to_load( 2025-07-24T04:20:27.7504530Z >>> model, optim, optim_state_dict 2025-07-24T04:20:27.7504570Z >>> ) 2025-07-24T04:20:27.7504650Z >>> optim.load_state_dict(optim_state_dict) 2025-07-24T04:20:27.7504650Z 2025-07-24T04:20:27.7504690Z Args: 2025-07-24T04:20:27.7504820Z model (torch.nn.Module): Root module (which may or may not be a 2025-07-24T04:20:27.7504950Z :class:`FullyShardedDataParallel` instance) whose parameters 2025-07-24T04:20:27.7505030Z were passed into the optimizer ``optim``. 2025-07-24T04:20:27.7505140Z optim (torch.optim.Optimizer): Optimizer for ``model`` 's 2025-07-24T04:20:27.7505220Z parameters. 2025-07-24T04:20:27.7505350Z optim_state_dict (Dict[str, Any]): The optimizer states to be loaded. 2025-07-24T04:20:27.7505470Z is_named_optimizer (bool): Is this optimizer a NamedOptimizer or 2025-07-24T04:20:27.7505590Z KeyedOptimizer. Only set to True if ``optim`` is TorchRec's 2025-07-24T04:20:27.7505700Z KeyedOptimizer or torch.distributed's NamedOptimizer. 2025-07-24T04:20:27.7505830Z load_directly (bool): If this is set to True, this API will also 2025-07-24T04:20:27.7505950Z call optim.load_state_dict(result) before returning the result. 2025-07-24T04:20:27.7506120Z Otherwise, users are responsible to call ``optim.load_state_dict()`` 2025-07-24T04:20:27.7506180Z (Default: ``False``) 2025-07-24T04:20:27.7506360Z group (dist.ProcessGroup): Model's process group across which parameters 2025-07-24T04:20:27.7506480Z are sharded or ``None`` if using the default process group. ( 2025-07-24T04:20:27.7506530Z Default: ``None``) 2025-07-24T04:20:27.7506530Z 2025-07-24T04:20:27.7506690Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.7506690Z 2025-07-24T04:20:27.7507090Z msg = Cannot scrape callname=MixedPrecision in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/api.py line=114. 2025-07-24T04:20:27.7507250Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.7507250Z 2025-07-24T04:20:27.7507360Z This configures FSDP-native mixed precision training. 2025-07-24T04:20:27.7507360Z 2025-07-24T04:20:27.7507400Z Attributes: 2025-07-24T04:20:27.7507550Z param_dtype (Optional[torch.dtype]): This specifies the dtype for model 2025-07-24T04:20:27.7507700Z parameters during forward and backward and thus the dtype for 2025-07-24T04:20:27.7507830Z forward and backward computation. Outside forward and backward, the 2025-07-24T04:20:27.7507960Z *sharded* parameters are kept in full precision (e.g. for the 2025-07-24T04:20:27.7508090Z optimizer step), and for model checkpointing, the parameters are 2025-07-24T04:20:27.7508180Z always saved in full precision. (Default: ``None``) 2025-07-24T04:20:27.7508310Z reduce_dtype (Optional[torch.dtype]): This specifies the dtype for 2025-07-24T04:20:27.7508440Z gradient reduction (i.e. reduce-scatter or all-reduce). If this is 2025-07-24T04:20:27.7508560Z ``None`` but ``param_dtype`` is not ``None``, then this takes on 2025-07-24T04:20:27.7508680Z the ``param_dtype`` value, still running gradient reduction in low 2025-07-24T04:20:27.7508810Z precision. This is permitted to differ from ``param_dtype``, e.g. 2025-07-24T04:20:27.7508940Z to force gradient reduction to run in full precision. (Default: 2025-07-24T04:20:27.7508990Z ``None``) 2025-07-24T04:20:27.7509120Z buffer_dtype (Optional[torch.dtype]): This specifies the dtype for 2025-07-24T04:20:27.7509240Z buffers. FSDP does not shard buffers. Rather, FSDP casts them to 2025-07-24T04:20:27.7509360Z ``buffer_dtype`` in the first forward pass and keeps them in that 2025-07-24T04:20:27.7509540Z dtype thereafter. For model checkpointing, the buffers are saved 2025-07-24T04:20:27.7509650Z in full precision except for ``LOCAL_STATE_DICT``. (Default: 2025-07-24T04:20:27.7509690Z ``None``) 2025-07-24T04:20:27.7509820Z keep_low_precision_grads (bool): If ``False``, then FSDP upcasts 2025-07-24T04:20:27.7509950Z gradients to full precision after the backward pass in preparation 2025-07-24T04:20:27.7510080Z for the optimizer step. If ``True``, then FSDP keeps the gradients 2025-07-24T04:20:27.7510200Z in the dtype used for gradient reduction, which can save memory if 2025-07-24T04:20:27.7510330Z using a custom optimizer that supports running in low precision. 2025-07-24T04:20:27.7510430Z (Default: ``False``) 2025-07-24T04:20:27.7510560Z cast_forward_inputs (bool): If ``True``, then this FSDP module casts 2025-07-24T04:20:27.7510680Z its forward args and kwargs to ``param_dtype``. This is to ensure 2025-07-24T04:20:27.7510810Z that parameter and input dtypes match for forward computation, as 2025-07-24T04:20:27.7510930Z required by many ops. This may need to be set to ``True`` when only 2025-07-24T04:20:27.7511070Z applying mixed precision to some but not all FSDP modules, in which 2025-07-24T04:20:27.7511200Z case a mixed-precision FSDP submodule needs to recast its inputs. 2025-07-24T04:20:27.7511260Z (Default: ``False``) 2025-07-24T04:20:27.7511420Z cast_root_forward_inputs (bool): If ``True``, then the root FSDP module 2025-07-24T04:20:27.7511600Z casts its forward args and kwargs to ``param_dtype``, overriding 2025-07-24T04:20:27.7511710Z the value of ``cast_forward_inputs``. For non-root FSDP modules, 2025-07-24T04:20:27.7511800Z this does not do anything. (Default: ``True``) 2025-07-24T04:20:27.7511930Z _module_classes_to_ignore: (Sequence[Type[nn.Module]]): This specifies 2025-07-24T04:20:27.7512040Z module classes to ignore for mixed precision when using an 2025-07-24T04:20:27.7512170Z ``auto_wrap_policy``: Modules of these classes will have FSDP 2025-07-24T04:20:27.7512290Z applied to them separately with mixed precision disabled (meaning 2025-07-24T04:20:27.7512410Z that the final FSDP construction would deviate from the specified 2025-07-24T04:20:27.7512530Z policy). If ``auto_wrap_policy`` is not specified, then this does 2025-07-24T04:20:27.7512660Z not do anything. This API is experimental and subject to change. 2025-07-24T04:20:27.7512710Z (Default: ``(_BatchNorm,)``) 2025-07-24T04:20:27.7512720Z 2025-07-24T04:20:27.7512820Z .. note:: This API is experimental and subject to change. 2025-07-24T04:20:27.7512830Z 2025-07-24T04:20:27.7512960Z .. note:: Only floating point tensors are cast to their specified dtypes. 2025-07-24T04:20:27.7512960Z 2025-07-24T04:20:27.7513080Z .. note:: In ``summon_full_params``, parameters are forced to full 2025-07-24T04:20:27.7513140Z precision, but buffers are not. 2025-07-24T04:20:27.7513150Z 2025-07-24T04:20:27.7513270Z .. note:: Layer norm and batch norm accumulate in ``float32`` even when 2025-07-24T04:20:27.7513400Z their inputs are in a low precision like ``float16`` or ``bfloat16``. 2025-07-24T04:20:27.7513540Z Disabling FSDP's mixed precision for those norm modules only means that 2025-07-24T04:20:27.7513670Z the affine parameters are kept in ``float32``. However, this incurs 2025-07-24T04:20:27.7513810Z separate all-gathers and reduce-scatters for those norm modules, which 2025-07-24T04:20:27.7513950Z may be inefficient, so if the workload permits, the user should prefer 2025-07-24T04:20:27.7514040Z to still apply mixed precision to those modules. 2025-07-24T04:20:27.7514040Z 2025-07-24T04:20:27.7514170Z .. note:: By default, if the user passes a model with any ``_BatchNorm`` 2025-07-24T04:20:27.7514290Z modules and specifies an ``auto_wrap_policy``, then the batch norm 2025-07-24T04:20:27.7514430Z modules will have FSDP applied to them separately with mixed precision 2025-07-24T04:20:27.7514570Z disabled. See the ``_module_classes_to_ignore`` argument. 2025-07-24T04:20:27.7514580Z 2025-07-24T04:20:27.7514700Z .. note:: ``MixedPrecision`` has ``cast_root_forward_inputs=True`` and 2025-07-24T04:20:27.7514830Z ``cast_forward_inputs=False`` by default. For the root FSDP instance, 2025-07-24T04:20:27.7514940Z its ``cast_root_forward_inputs`` takes precedence over its 2025-07-24T04:20:27.7515050Z ``cast_forward_inputs``. For non-root FSDP instances, their 2025-07-24T04:20:27.7515180Z ``cast_root_forward_inputs`` values are ignored. The default setting is 2025-07-24T04:20:27.7515320Z sufficient for the typical case where each FSDP instance has the same 2025-07-24T04:20:27.7515470Z ``MixedPrecision`` configuration and only needs to cast inputs to the 2025-07-24T04:20:27.7515580Z ``param_dtype`` at the beginning of the model's forward pass. 2025-07-24T04:20:27.7515580Z 2025-07-24T04:20:27.7515710Z .. note:: For nested FSDP instances with different ``MixedPrecision`` 2025-07-24T04:20:27.7515860Z configurations, we recommend setting individual ``cast_forward_inputs`` 2025-07-24T04:20:27.7515980Z values to configure casting inputs or not before each instance's 2025-07-24T04:20:27.7516100Z forward. In such a case, since the casts happen before each FSDP 2025-07-24T04:20:27.7516250Z instance's forward, a parent FSDP instance should have its non-FSDP 2025-07-24T04:20:27.7516400Z submodules run before its FSDP submodules to avoid the activation dtype 2025-07-24T04:20:27.7516560Z being changed due to a different ``MixedPrecision`` configuration. 2025-07-24T04:20:27.7516560Z 2025-07-24T04:20:27.7516610Z Example:: 2025-07-24T04:20:27.7516610Z 2025-07-24T04:20:27.7516700Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:27.7516800Z >>> model = nn.Sequential(nn.Linear(3, 3), nn.Linear(3, 3)) 2025-07-24T04:20:27.7516860Z >>> model[1] = FSDP( 2025-07-24T04:20:27.7516910Z >>> model[1], 2025-07-24T04:20:27.7517100Z >>> mixed_precision=MixedPrecision(param_dtype=torch.float16, cast_forward_inputs=True), 2025-07-24T04:20:27.7517150Z >>> ) 2025-07-24T04:20:27.7517200Z >>> model = FSDP( 2025-07-24T04:20:27.7517250Z >>> model, 2025-07-24T04:20:27.7517430Z >>> mixed_precision=MixedPrecision(param_dtype=torch.bfloat16, cast_forward_inputs=True), 2025-07-24T04:20:27.7517480Z >>> ) 2025-07-24T04:20:27.7517480Z 2025-07-24T04:20:27.7517610Z The above shows a working example. On the other hand, if ``model[1]`` 2025-07-24T04:20:27.7517740Z were replaced with ``model[0]``, meaning that the submodule using 2025-07-24T04:20:27.7517880Z different ``MixedPrecision`` ran its forward first, then ``model[1]`` 2025-07-24T04:20:27.7518010Z would incorrectly see ``float16`` activations instead of ``bfloat16`` 2025-07-24T04:20:27.7518050Z ones. 2025-07-24T04:20:27.7518050Z 2025-07-24T04:20:27.7518060Z 2025-07-24T04:20:27.7518210Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.7995000Z 2025-07-24T04:20:27.7995640Z msg = Cannot scrape callname=FullStateDictConfig in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/api.py line=295. 2025-07-24T04:20:27.7996310Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.7996320Z 2025-07-24T04:20:27.7996460Z ``FullStateDictConfig`` is a config class meant to be used with 2025-07-24T04:20:27.7996580Z ``StateDictType.FULL_STATE_DICT``. We recommend enabling both 2025-07-24T04:20:27.7996720Z ``offload_to_cpu=True`` and ``rank0_only=True`` when saving full state 2025-07-24T04:20:27.7996860Z dicts to save GPU memory and CPU memory, respectively. This config class 2025-07-24T04:20:27.7996990Z is meant to be used via the :func:`state_dict_type` context manager as 2025-07-24T04:20:27.7997180Z follows: 2025-07-24T04:20:27.7997180Z 2025-07-24T04:20:27.7997260Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:27.7997410Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-07-24T04:20:27.7997490Z >>> fsdp = FSDP(model, auto_wrap_policy=...) 2025-07-24T04:20:27.7997620Z >>> cfg = FullStateDictConfig(offload_to_cpu=True, rank0_only=True) 2025-07-24T04:20:27.7997760Z >>> with FSDP.state_dict_type(fsdp, StateDictType.FULL_STATE_DICT, cfg): 2025-07-24T04:20:27.7997830Z >>> state = fsdp.state_dict() 2025-07-24T04:20:27.7997960Z >>> # `state` will be empty on non rank 0 and contain CPU tensors on rank 0. 2025-07-24T04:20:27.7998150Z >>> # To reload checkpoint for inference, finetuning, transfer learning, etc: 2025-07-24T04:20:27.7998360Z >>> model = model_fn() # Initialize model in preparation for wrapping with FSDP 2025-07-24T04:20:27.7998430Z >>> if dist.get_rank() == 0: 2025-07-24T04:20:27.7998550Z >>> # Load checkpoint only on rank 0 to avoid memory redundancy 2025-07-24T04:20:27.7998640Z >>> state_dict = torch.load("my_checkpoint.pt") 2025-07-24T04:20:27.7998710Z >>> model.load_state_dict(state_dict) 2025-07-24T04:20:27.7998860Z >>> # All ranks initialize FSDP module as usual. `sync_module_states` argument 2025-07-24T04:20:27.7999010Z >>> # communicates loaded checkpoint states from rank 0 to rest of the world. 2025-07-24T04:20:27.7999100Z >>> fsdp = FSDP( 2025-07-24T04:20:27.7999150Z ... model, 2025-07-24T04:20:27.7999230Z ... device_id=torch.cuda.current_device(), 2025-07-24T04:20:27.7999350Z ... auto_wrap_policy=..., 2025-07-24T04:20:27.7999420Z ... sync_module_states=True, 2025-07-24T04:20:27.7999460Z ... ) 2025-07-24T04:20:27.7999600Z >>> # After this point, all ranks have FSDP model with loaded checkpoint. 2025-07-24T04:20:27.7999600Z 2025-07-24T04:20:27.7999650Z Attributes: 2025-07-24T04:20:27.7999780Z rank0_only (bool): If ``True``, then only rank 0 saves the full state 2025-07-24T04:20:27.7999910Z dict, and nonzero ranks save an empty dict. If ``False``, then all 2025-07-24T04:20:27.8000010Z ranks save the full state dict. (Default: ``False``) 2025-07-24T04:20:27.8000010Z 2025-07-24T04:20:27.8000170Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.8000180Z 2025-07-24T04:20:27.8000660Z msg = Cannot scrape callname=init_from_local_shards in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/__init__.py line=361. 2025-07-24T04:20:27.8000820Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.8000830Z 2025-07-24T04:20:27.8000980Z Creates an :class:`ShardedTensor` from local shards and the global metadata. 2025-07-24T04:20:27.8001070Z Needs to be called on all ranks in an SPMD fashion. 2025-07-24T04:20:27.8001080Z 2025-07-24T04:20:27.8001120Z Args: 2025-07-24T04:20:27.8001300Z local_shards (List[:class `torch.distributed._shard.sharded_tensor.Shard`]): A list 2025-07-24T04:20:27.8001410Z of shards that represent the local shards on this rank. 2025-07-24T04:20:27.8001550Z global_size (int...): a list, tuple, or `torch.Size` of integers defining the 2025-07-24T04:20:27.8001630Z shape of the overall sharded tensor. 2025-07-24T04:20:27.8001640Z 2025-07-24T04:20:27.8001680Z Keyword args: 2025-07-24T04:20:27.8001850Z process_group (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:27.8001930Z the default process group will be used. 2025-07-24T04:20:27.8002040Z init_rrefs (bool, optional): Whether or not to initialize 2025-07-24T04:20:27.8002180Z :class:`torch.distributed.rpc.RRef`s pointing to remote shards. 2025-07-24T04:20:27.8002300Z Need to initialize the RPC Framework if specified as ``True``. 2025-07-24T04:20:27.8002360Z Default: ``False``. 2025-07-24T04:20:27.8002390Z 2025-07-24T04:20:27.8002440Z Returns: 2025-07-24T04:20:27.8002540Z A :class:`ShardedTensor` object handle on this rank 2025-07-24T04:20:27.8002540Z 2025-07-24T04:20:27.8002540Z 2025-07-24T04:20:27.8002590Z Examples: 2025-07-24T04:20:27.8002750Z Suppose we want construct a sharded tensor on two ranks, global size = (10, 5), 2025-07-24T04:20:27.8002870Z each shard have a (5, 5) local tensor, we can do it like below: 2025-07-24T04:20:27.8002880Z 2025-07-24T04:20:27.8002920Z on rank 0: 2025-07-24T04:20:27.8003000Z >>> # xdoctest: +SKIP("not distributed") 2025-07-24T04:20:27.8003070Z >>> local_shard_metadata = ShardMetadata( 2025-07-24T04:20:27.8003140Z >>> shard_offsets=[0, 0], 2025-07-24T04:20:27.8003230Z >>> shard_lengths=[5, 5], 2025-07-24T04:20:27.8003290Z >>> placement="rank:0/cuda:0" 2025-07-24T04:20:27.8003340Z >>> ) 2025-07-24T04:20:27.8003460Z >>> local_shards = [Shard(torch.randn(5, 5), local_shard_metadata)] 2025-07-24T04:20:27.8003590Z >>> sharded_tensor = init_from_local_shards(local_shards, [10, 5]) 2025-07-24T04:20:27.8003600Z 2025-07-24T04:20:27.8003640Z on rank 1: 2025-07-24T04:20:27.8003720Z >>> # xdoctest: +SKIP("not distributed") 2025-07-24T04:20:27.8003790Z >>> local_shard_metadata = ShardMetadata( 2025-07-24T04:20:27.8003860Z >>> shard_offsets=[5, 0], 2025-07-24T04:20:27.8003910Z >>> shard_lengths=[5, 5], 2025-07-24T04:20:27.8004020Z >>> placement="rank:1/cuda:1" 2025-07-24T04:20:27.8004060Z >>> ) 2025-07-24T04:20:27.8004190Z >>> local_shards = [Shard(torch.randn(5, 5), local_shard_metadata)] 2025-07-24T04:20:27.8004340Z >>> sharded_tensor = init_from_local_shards(local_shards, [10, 5]) 2025-07-24T04:20:27.8004350Z 2025-07-24T04:20:27.8004510Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.8004510Z 2025-07-24T04:20:27.8005020Z msg = Cannot scrape callname=ShardedTensor._init_from_local_tensor in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/api.py line=835. 2025-07-24T04:20:27.8005190Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.8005190Z 2025-07-24T04:20:27.8005350Z Initialize a ShardedTensor given only one local tensor, global sharded tensor 2025-07-24T04:20:27.8005420Z size and sharding spec on each rank. 2025-07-24T04:20:27.8005430Z 2025-07-24T04:20:27.8005470Z Args: 2025-07-24T04:20:27.8005620Z local_tensor (Tensor): Single tensor of local shard stored in each rank. 2025-07-24T04:20:27.8005780Z sharding_spec (:class:`torch.distributed._shard.sharding_spec.ShardingSpec`): 2025-07-24T04:20:27.8005890Z The specification describing how to shard the Tensor. 2025-07-24T04:20:27.8006000Z global_size (Sequence[int]): Size of the sharded tensor. 2025-07-24T04:20:27.8006160Z process_group (ProcessGroup, optional): The process group to aggregate on. 2025-07-24T04:20:27.8006210Z Default: None 2025-07-24T04:20:27.8006320Z init_rrefs (bool, optional): Whether or not to initialize 2025-07-24T04:20:27.8006450Z :class:`torch.distributed.rpc.RRef`s pointing to remote shards. 2025-07-24T04:20:27.8006580Z Need to initialize the RPC Framework if specified as ``True``. 2025-07-24T04:20:27.8006640Z Default: ``False``. 2025-07-24T04:20:27.8006640Z 2025-07-24T04:20:27.8006690Z Returns: 2025-07-24T04:20:27.8006840Z A :class:`ShardedTensor` sharded based on the given sharding_spec with local 2025-07-24T04:20:27.8006910Z tensor stored in the current rank. 2025-07-24T04:20:27.8006910Z 2025-07-24T04:20:27.8006970Z Examples: 2025-07-24T04:20:27.8007020Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.8007110Z >>> # All tensors below are of torch.int64 type. 2025-07-24T04:20:27.8007180Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:27.8007300Z >>> tensor = torch.arange(2, dtype=torch.int64) + 1 + 2 * rank 2025-07-24T04:20:27.8007470Z >>> local_tensor = torch.unsqueeze(torch.cat([tensor, tensor + 2])) 2025-07-24T04:20:27.8007520Z >>> local_tensor 2025-07-24T04:20:27.8007580Z tensor([[1, 2, 3, 4]]) # Rank 0 2025-07-24T04:20:27.8007640Z tensor([[3, 4, 5, 6]]) # Rank 1 2025-07-24T04:20:27.8007700Z >>> sharding_dim = 0 2025-07-24T04:20:27.8007770Z >>> sharding_spec = ChunkShardingSpec( 2025-07-24T04:20:27.8007830Z dim=sharding_dim, 2025-07-24T04:20:27.8007880Z placements=[ 2025-07-24T04:20:27.8007950Z "rank:0/cuda:0", 2025-07-24T04:20:27.8008000Z "rank:1/cuda:1", 2025-07-24T04:20:27.8008050Z ], 2025-07-24T04:20:27.8008090Z ) 2025-07-24T04:20:27.8008200Z >>> st = ShardedTensor._init_from_local_tensor( 2025-07-24T04:20:27.8008280Z ... local_tensor, sharding_spec, [2, 4] 2025-07-24T04:20:27.8008330Z ... ) 2025-07-24T04:20:27.8008380Z >>> st 2025-07-24T04:20:27.8008430Z ShardedTensor( 2025-07-24T04:20:27.8008500Z ShardedTensorMetadata( 2025-07-24T04:20:27.8008550Z shards_metadata=[ 2025-07-24T04:20:27.8008730Z ShardMetadata(shard_offsets=[0, 0], shard_sizes=[1, 4], placement=rank:0/cuda:0), 2025-07-24T04:20:27.8008900Z ShardMetadata(shard_offsets=[1, 0], shard_sizes=[1, 4], placement=rank:1/cuda:1), 2025-07-24T04:20:27.8008940Z ], 2025-07-24T04:20:27.8009000Z size=torch.Size([2, 4]) 2025-07-24T04:20:27.8009060Z ) 2025-07-24T04:20:27.8009120Z >>> st.local_tensor() 2025-07-24T04:20:27.8009180Z tensor([1, 2, 3, 4]) # Rank 0 2025-07-24T04:20:27.8009270Z tensor([3, 4, 5, 6]) # Rank 1 2025-07-24T04:20:27.8009270Z 2025-07-24T04:20:27.8009450Z Warning: This API is experimental and subject to change. It lacks of a fully across 2025-07-24T04:20:27.8009600Z rank validations, and we only validate the local shard on the current rank. 2025-07-24T04:20:27.8009730Z We fully rely on the user to ensure local tensor is sharded based on the 2025-07-24T04:20:27.8009780Z sharding spec. 2025-07-24T04:20:27.8009780Z 2025-07-24T04:20:27.8009940Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.8009940Z 2025-07-24T04:20:27.8010400Z msg = Cannot scrape callname=ShardedTensor.reshard in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/api.py line=1076. 2025-07-24T04:20:27.8010560Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.8010560Z 2025-07-24T04:20:27.8010720Z Reshard a sharded tensor given the ``resharding_spec``. For now, we only support 2025-07-24T04:20:27.8010770Z single local shard. 2025-07-24T04:20:27.8010770Z 2025-07-24T04:20:27.8010910Z If ``resharding_spec`` is same as the original one, this becomes a no-op. 2025-07-24T04:20:27.8011060Z If only ``resharding_spec`` shares the same sharding dim with the original one, 2025-07-24T04:20:27.8011130Z we swap local shards directly. 2025-07-24T04:20:27.8011290Z For more generic cases, we merge different shards across different ranks and split 2025-07-24T04:20:27.8011440Z the local shards based on the ``resharding_spec`` via `all_to_all` collective API. 2025-07-24T04:20:27.8011440Z 2025-07-24T04:20:27.8011480Z Args: 2025-07-24T04:20:27.8011660Z resharding_spec (:class:`torch.distributed._shard.sharding_spec.ShardingSpec`): The 2025-07-24T04:20:27.8011760Z specification describing how the tensor is sharded. 2025-07-24T04:20:27.8011760Z 2025-07-24T04:20:27.8011810Z Returns: 2025-07-24T04:20:27.8011940Z A :class:`ShardedTensor` object whose local shards are resharded. 2025-07-24T04:20:27.8011940Z 2025-07-24T04:20:27.8011990Z Examples: 2025-07-24T04:20:27.8012040Z >>> # xdoctest: +SKIP 2025-07-24T04:20:27.8012110Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:27.8012220Z >>> tensor = torch.arange(4, dtype=torch.int64) + 1 + 2 * rank 2025-07-24T04:20:27.8012340Z >>> tensor = torch.stack([tensor, tensor]) 2025-07-24T04:20:27.8012380Z >>> tensor 2025-07-24T04:20:27.8012460Z tensor([[1, 2, 3, 4], [1, 2, 3, 4]]) # Rank 0 2025-07-24T04:20:27.8012530Z tensor([[3, 4, 5, 6], [3, 4, 5, 6]]) # Rank 1 2025-07-24T04:20:27.8012600Z tensor([[5, 6, 7, 8], [5, 6, 7, 8]]) # Rank 2 2025-07-24T04:20:27.8012670Z tensor([[7, 8, 9, 10], [7, 8, 9, 10]]) # Rank 3 2025-07-24T04:20:27.8012730Z >>> sharding_dim = 0 2025-07-24T04:20:27.8012790Z >>> spec = ChunkShardingSpec( 2025-07-24T04:20:27.8012840Z dim=sharding_dim, 2025-07-24T04:20:27.8012890Z placements=[ 2025-07-24T04:20:27.8012950Z "rank:0/cuda:0", 2025-07-24T04:20:27.8013000Z "rank:1/cuda:1", 2025-07-24T04:20:27.8013080Z "rank:2/cuda:2", 2025-07-24T04:20:27.8013130Z "rank:3/cuda:3", 2025-07-24T04:20:27.8013170Z ], 2025-07-24T04:20:27.8013220Z ) 2025-07-24T04:20:27.8013270Z >>> current_offsets = [0] * 2 2025-07-24T04:20:27.8013340Z >>> current_offsets[0] = rank * 2 2025-07-24T04:20:27.8013400Z >>> shard_metadata = ShardMetadata( 2025-07-24T04:20:27.8013500Z shard_offsets=copy.deepcopy(current_offsets), 2025-07-24T04:20:27.8013560Z shard_sizes=tensor.size(), 2025-07-24T04:20:27.8013630Z placement=spec.placements[rank], 2025-07-24T04:20:27.8013680Z ) 2025-07-24T04:20:27.8013750Z >>> local_shards = [ 2025-07-24T04:20:27.8013800Z Shard( 2025-07-24T04:20:27.8013860Z tensor=tensor, 2025-07-24T04:20:27.8013920Z metadata=shard_metadata, 2025-07-24T04:20:27.8014000Z ) 2025-07-24T04:20:27.8014050Z ] 2025-07-24T04:20:27.8014190Z >>> st = ShardedTensor._init_from_local_shards(local_shards, tensor.size()) 2025-07-24T04:20:27.8014240Z >>> sharding_dim = 1 2025-07-24T04:20:27.8014310Z >>> resharding_spec = ChunkShardingSpec( 2025-07-24T04:20:27.8014370Z dim=sharding_dim, 2025-07-24T04:20:27.8014430Z placements=[ 2025-07-24T04:20:27.8014480Z "rank:0/cuda:0", 2025-07-24T04:20:27.8014530Z "rank:1/cuda:1", 2025-07-24T04:20:27.8014580Z "rank:2/cuda:2", 2025-07-24T04:20:27.8014630Z "rank:3/cuda:3", 2025-07-24T04:20:27.8014680Z ], 2025-07-24T04:20:27.8014720Z ) 2025-07-24T04:20:27.8014780Z >>> st.reshard(resharding_spec) 2025-07-24T04:20:27.8014850Z >>> tensor = st.local_shards()[0].tensor 2025-07-24T04:20:27.8014890Z >>> tensor 2025-07-24T04:20:27.8014980Z tensor([[1], [1], [3], [3], [5], [5], [7], [7]]) # Rank 0 2025-07-24T04:20:27.8015070Z tensor([[2], [2], [4], [4], [6], [6], [8], [8]]) # Rank 1 2025-07-24T04:20:27.8015160Z tensor([[3], [3], [5], [5], [7], [7], [9], [9]]) # Rank 2 2025-07-24T04:20:27.8015250Z tensor([[4], [4], [6], [6], [8], [8], [10], [10]]) # Rank 3 2025-07-24T04:20:27.8015250Z 2025-07-24T04:20:27.8015410Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.8065540Z 2025-07-24T04:20:27.8066150Z msg = Cannot scrape callname=ShardingPlan in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/_shard/sharding_plan/api.py line=12. 2025-07-24T04:20:27.8066360Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.8066370Z 2025-07-24T04:20:27.8066520Z Representation of a sharding plan, describes how to shard a module 2025-07-24T04:20:27.8066690Z across hosts. `plan` is used to shard module parameters according to the spec provided, 2025-07-24T04:20:27.8066880Z `output_plan` and `return_local_tensor` are optional, they are used to specify the output 2025-07-24T04:20:27.8067040Z layout of a module with a spec, and when to convert back to data parallel fashion. 2025-07-24T04:20:27.8067040Z 2025-07-24T04:20:27.8067090Z Args: 2025-07-24T04:20:27.8067260Z plan (Dict[str, Union[:class:`torch.distributed._shard.sharding_spec.ShardingSpec`, 2025-07-24T04:20:27.8067510Z :class:`torch.distributed._shard.sharder.Sharder`]): 2025-07-24T04:20:27.8067690Z a dict describes how to shard a module, there're currently two ways to shard a module: 2025-07-24T04:20:27.8067850Z 1. directly shard a module parameter by a `ShardingSpec`, keyed by the name of 2025-07-24T04:20:27.8067930Z a parameter to a `ShardingSpec`. 2025-07-24T04:20:27.8068090Z 2. shard a submodule by applying a `Sharder` on it, keyed by the name of a module 2025-07-24T04:20:27.8068160Z to a `Sharder` object. 2025-07-24T04:20:27.8068370Z output_plan (Dict[str, :class:`torch.distributed._shard.sharding_spec.ShardingSpec`), optional): 2025-07-24T04:20:27.8068580Z a dict specifies the layout of a module's output which produces a ShardedTensor, 2025-07-24T04:20:27.8068740Z keyed by the name of module to ShardingSpec("" in key means the root module). 2025-07-24T04:20:27.8068790Z Default: `None` 2025-07-24T04:20:27.8068950Z return_local_tensor (List[str], optional): a list of string, each element enables 2025-07-24T04:20:27.8069110Z a module's sharded output to be returned as a Tensor from its local shards to 2025-07-24T04:20:27.8069270Z ensure further processing in a data parallel fashion. ("" in list means the 2025-07-24T04:20:27.8069320Z root module). 2025-07-24T04:20:27.8069390Z Default: None 2025-07-24T04:20:27.8069440Z Example: 2025-07-24T04:20:27.8069620Z Suppose we want to shard a module with two linear layers and then run it with DDP, we also 2025-07-24T04:20:27.8069840Z want to convert the output of the second linear layer back to DDP, we can do it as follows: 2025-07-24T04:20:27.8069840Z 2025-07-24T04:20:27.8069950Z >>> # xdoctest: +REQUIRES(module:torch._C._distributed_c10d) 2025-07-24T04:20:27.8070020Z >>> class MyModule(nn.Module): 2025-07-24T04:20:27.8070080Z >>> def __init__(self) -> None: 2025-07-24T04:20:27.8070140Z >>> super().__init__() 2025-07-24T04:20:27.8070200Z >>> self.fc1 = nn.Linear() 2025-07-24T04:20:27.8070260Z >>> self.gelu = nn.GELU() 2025-07-24T04:20:27.8070310Z >>> self.fc2 = nn.Linear() 2025-07-24T04:20:27.8070370Z >>> self.relu = nn.Linear() 2025-07-24T04:20:27.8070420Z >>> 2025-07-24T04:20:27.8070470Z >>> def forward(self, input): 2025-07-24T04:20:27.8070600Z >>> return self.relu(self.fc2(self.gelu(self.fc1(input)))) 2025-07-24T04:20:27.8070600Z 2025-07-24T04:20:27.8070600Z 2025-07-24T04:20:27.8070680Z >>> # xdoctest: +SKIP("Undefined spec1, spec2) 2025-07-24T04:20:27.8070750Z >>> sharding_plan = ShardingPlan( 2025-07-24T04:20:27.8070800Z >>> plan={ 2025-07-24T04:20:27.8070860Z >>> "fc1.weight": spec1, 2025-07-24T04:20:27.8070920Z >>> "fc2.weight": spec2 2025-07-24T04:20:27.8070970Z >>> }, 2025-07-24T04:20:27.8071020Z >>> output_plan={ 2025-07-24T04:20:27.8071080Z >>> "fc2": output_spec 2025-07-24T04:20:27.8071120Z >>> }, 2025-07-24T04:20:27.8071180Z >>> return_local_tensor=["fc2"] 2025-07-24T04:20:27.8071220Z >>> ) 2025-07-24T04:20:27.8071230Z 2025-07-24T04:20:27.8071380Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.8071390Z 2025-07-24T04:20:27.8071890Z msg = Cannot scrape callname=register_sharding in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/tensor/experimental/_register_sharding.py line=25. 2025-07-24T04:20:27.8072050Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.8072050Z 2025-07-24T04:20:27.8072220Z :meth:`register_sharding` is an experimental API that allows users to register sharding 2025-07-24T04:20:27.8072370Z strategies for an operator when the tensor inputs and outputs are DTensor. 2025-07-24T04:20:27.8072520Z It can be useful when: (1) there doesn't exist a default sharding strategy for ``op``, 2025-07-24T04:20:27.8072710Z e.g. when ``op`` is a custom operator that is not supported by :class:`DTensor`; (2) 2025-07-24T04:20:27.8072880Z when users would like to overwrite default sharding strategies of existing operators. 2025-07-24T04:20:27.8072880Z 2025-07-24T04:20:27.8072920Z Args: 2025-07-24T04:20:27.8073000Z op (Union[OpOverload, List[OpOverload]]): 2025-07-24T04:20:27.8073130Z An op or a list of ops to register the customized sharding function. 2025-07-24T04:20:27.8073130Z 2025-07-24T04:20:27.8073170Z Returns: 2025-07-24T04:20:27.8073340Z A function decorator which can be used to wrap a function that defines the sharding 2025-07-24T04:20:27.8073540Z strategy for the operator specified in ``op``. The defined sharding strategy will be 2025-07-24T04:20:27.8073700Z registered to DTensor and will override the default sharding strategy if DTensor has 2025-07-24T04:20:27.8073900Z already implemented the operator. The customized sharding function takes the same inputs 2025-07-24T04:20:27.8074050Z as the original op (except that if an arg is a :class:`torch.Tensor`, it will be 2025-07-24T04:20:27.8074210Z replaced by a tensor-like object that DTensor uses internally). The function should 2025-07-24T04:20:27.8074380Z return a sequence of 2-tuples, each specifying acceptable output placements and its 2025-07-24T04:20:27.8074490Z corresponding input placements. 2025-07-24T04:20:27.8074490Z 2025-07-24T04:20:27.8074540Z Example: 2025-07-24T04:20:27.8074600Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:27.8074710Z >>> @register_sharding(aten._softmax.default) 2025-07-24T04:20:27.8074820Z >>> def custom_softmax_sharding(x, dim, half_to_float): 2025-07-24T04:20:27.8074910Z >>> softmax_dim = dim if dim >= 0 else dim + x.ndim 2025-07-24T04:20:27.8074970Z >>> acceptable_shardings = [] 2025-07-24T04:20:27.8075010Z >>> 2025-07-24T04:20:27.8075130Z >>> all_replicate = ([Replicate()], [Replicate(), None, None]) 2025-07-24T04:20:27.8075220Z >>> acceptable_shardings.append(all_replicate) 2025-07-24T04:20:27.8075260Z >>> 2025-07-24T04:20:27.8075340Z >>> for sharding_dim in range(x.ndim): 2025-07-24T04:20:27.8075410Z >>> if sharding_dim != softmax_dim: 2025-07-24T04:20:27.8075460Z >>> all_sharded = ( 2025-07-24T04:20:27.8075530Z >>> [Shard(sharding_dim)], 2025-07-24T04:20:27.8075610Z >>> [Shard(sharding_dim), None, None], 2025-07-24T04:20:27.8075650Z >>> ) 2025-07-24T04:20:27.8075750Z >>> acceptable_shardings.append(all_sharded) 2025-07-24T04:20:27.8075800Z >>> 2025-07-24T04:20:27.8075860Z >>> return acceptable_shardings 2025-07-24T04:20:27.8075870Z 2025-07-24T04:20:27.8076000Z .. note:: This API is currently experimental and subject to change 2025-07-24T04:20:27.8076000Z 2025-07-24T04:20:27.8076160Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.8076160Z 2025-07-24T04:20:27.8076600Z msg = Cannot scrape callname=local_map in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/tensor/experimental/_func_map.py line=35. 2025-07-24T04:20:27.8076770Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.8076770Z 2025-07-24T04:20:27.8076930Z :meth:`local_map` is an experimental API that allows users to pass :class:`DTensor` s 2025-07-24T04:20:27.8077100Z to a function that is written to be applied on ``torch.Tensor`` s. It is done by extracting 2025-07-24T04:20:27.8077270Z the local components of :class:`DTensor`, call the function, and wrap the outputs to 2025-07-24T04:20:27.8077370Z :class:`DTensor` according to the ``out_placements``. 2025-07-24T04:20:27.8077370Z 2025-07-24T04:20:27.8077420Z Args: 2025-07-24T04:20:27.8077550Z func (Callable): the function to be applied on each local shard of 2025-07-24T04:20:27.8077660Z :class:`DTensor` s. 2025-07-24T04:20:27.8077800Z out_placements (Union[`PlacementType`, Tuple[`PlacementType`, ...]]): 2025-07-24T04:20:27.8077960Z the desired placements of the :class:`DTensor` s in ``func``'s flattened output. 2025-07-24T04:20:27.8078110Z If the flattened ``output`` is a single value, the ``out_placements`` should be 2025-07-24T04:20:27.8078250Z of type `PlacementType`. Otherwise if the flattened ``output`` has multiple 2025-07-24T04:20:27.8078410Z values, the ``out_placements`` should be a tuple of `PlacementType` values 1:1 2025-07-24T04:20:27.8078480Z mapping to the flattened ``output``. 2025-07-24T04:20:27.8078610Z Besides, for :class:`Tensor` output, we use `PlacementType` as its 2025-07-24T04:20:27.8078810Z placements (a `Tuple[Placement]` value). For non-Tensor output, the `PlacementType` 2025-07-24T04:20:27.8078860Z should be `None`. 2025-07-24T04:20:27.8079010Z Note that the only exception is when no :class:`DTensor` argument is passed 2025-07-24T04:20:27.8079150Z in. In this case, even if `out_placements` is not `None`, the result function 2025-07-24T04:20:27.8079310Z should ignore the desired placements because the function is not running with 2025-07-24T04:20:27.8079360Z :class:`DTensor` s. 2025-07-24T04:20:27.8079470Z in_placements (Tuple[`PlacementType`, ...], optional): 2025-07-24T04:20:27.8079660Z the required placements of the :class:`DTensor` s in the flattened inputs of ``func``. 2025-07-24T04:20:27.8079850Z If ``in_placements`` is specified, :meth:`local_map` would examine whether the 2025-07-24T04:20:27.8079990Z placements of each :class:`DTensor` argument is the same as the required 2025-07-24T04:20:27.8080110Z placements or not. If the placements are not the same and 2025-07-24T04:20:27.8080260Z ``redistribute_inputs`` is ``False``, an exception will be raised. Otherwise if 2025-07-24T04:20:27.8080410Z ``redistribute_inputs`` is ``True``, the argument will be first redistributed to 2025-07-24T04:20:27.8080570Z the required sharding placements before passing its local tensor to ``func``. 2025-07-24T04:20:27.8080710Z The only exception is when required placements are not ``None`` and the 2025-07-24T04:20:27.8080850Z argument is a :class:`torch.Tensor`. In this case, the placements examination 2025-07-24T04:20:27.8080990Z will be skipped and the argument will be directly passed to ``func``. 2025-07-24T04:20:27.8081130Z If ``in_placements`` is ``None``, no placements examination will be performed. 2025-07-24T04:20:27.8081180Z Default: None 2025-07-24T04:20:27.8081290Z in_grad_placements (Tuple[`PlacementType`, ...], optional): 2025-07-24T04:20:27.8081420Z the placements hint of the :class:`DTensor` s gradient corresponds 2025-07-24T04:20:27.8081550Z to the flattened input DTensor. This argument is the hint that user 2025-07-24T04:20:27.8081670Z can give to :meth:`to_local` in case the gradient layout of the 2025-07-24T04:20:27.8081800Z local tensor input does not match its :class:`DTensor` input layout. 2025-07-24T04:20:27.8081930Z If not specified, we will assume the gradient layout of the local 2025-07-24T04:20:27.8082060Z tensor input remains the same as the original :class:`DTensor` input 2025-07-24T04:20:27.8082170Z and use that for gradient computation. Default: None. 2025-07-24T04:20:27.8082250Z device_mesh (:class:`DeviceMesh`, optional): 2025-07-24T04:20:27.8082390Z the device mesh that the output :class:`DTensor` s are placed on. If not 2025-07-24T04:20:27.8082540Z specified, this will be inferred from the first input :class:`DTensor`'s device 2025-07-24T04:20:27.8082600Z mesh. Default: None. 2025-07-24T04:20:27.8082600Z 2025-07-24T04:20:27.8082660Z Keyword Args: 2025-07-24T04:20:27.8082730Z redistribute_inputs (bool, optional): 2025-07-24T04:20:27.8082920Z the bool value indicating whether to reshard the input :class:`DTensor` s when 2025-07-24T04:20:27.8083080Z their placements are different from the required input placements. If this 2025-07-24T04:20:27.8083220Z value is ``False`` and some :class:`DTensor` input has a different placement, 2025-07-24T04:20:27.8083300Z an exception will be raised. Default: False. 2025-07-24T04:20:27.8083300Z 2025-07-24T04:20:27.8083350Z Returns: 2025-07-24T04:20:27.8083510Z A ``Callable`` that applies ``func`` to each local shard of the input :class:`DTensor` 2025-07-24T04:20:27.8083660Z and returns a :class:`DTensor` constructed from the return value of ``func``. 2025-07-24T04:20:27.8083660Z 2025-07-24T04:20:27.8083720Z Raises: 2025-07-24T04:20:27.8083880Z AssertionError: For any non-DTensor output, we require its corresponding 2025-07-24T04:20:27.8084030Z output placement in ``out_placements`` be None. An AssertionError will be raised 2025-07-24T04:20:27.8084100Z if this is not the case. 2025-07-24T04:20:27.8084100Z 2025-07-24T04:20:27.8084260Z ValueError: If ``redistribute_inputs=False`` but the input :class:`DTensor` needs 2025-07-24T04:20:27.8084360Z a redistribution according to ``in_placements``. 2025-07-24T04:20:27.8084360Z 2025-07-24T04:20:27.8084400Z Example: 2025-07-24T04:20:27.8084470Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:27.8084570Z >>> def mm_allreduce_forward(device_mesh, W, X): 2025-07-24T04:20:27.8084650Z >>> partial_sum_tensor = torch.mm(W, X) 2025-07-24T04:20:27.8084830Z >>> reduced_tensor = funcol.all_reduce(partial_sum_tensor, "sum", device_mesh) 2025-07-24T04:20:27.8084890Z >>> return reduced_tensor 2025-07-24T04:20:27.8084940Z >>> 2025-07-24T04:20:27.8085020Z >>> W = torch.randn(12, 8, requires_grad=False) 2025-07-24T04:20:27.8085090Z >>> X = torch.randn(8, 16, requires_grad=False) 2025-07-24T04:20:27.8085150Z >>> Y = torch.mm(W, X) 2025-07-24T04:20:27.8085270Z >>> row_wise = [Shard(0)] # row-wise sharding placements on 1-d mesh 2025-07-24T04:20:27.8085380Z >>> col_wise = [Shard(1)] # col-wise sharding placements on 1-d mesh 2025-07-24T04:20:27.8085430Z >>> 2025-07-24T04:20:27.8085600Z >>> # local_mm_allreduce_forward is the function wrapped with DTensor/Tensor conversion 2025-07-24T04:20:27.8085690Z >>> local_mm_allreduce_forward = local_map( 2025-07-24T04:20:27.8085750Z >>> mm_allreduce_forward, 2025-07-24T04:20:27.8085820Z >>> out_placements=[Replicate()], 2025-07-24T04:20:27.8085890Z >>> in_placements=[col_wise, row_wise], 2025-07-24T04:20:27.8085950Z >>> device_mesh=device_mesh, 2025-07-24T04:20:27.8085990Z >>> ) 2025-07-24T04:20:27.8086040Z >>> 2025-07-24T04:20:27.8086100Z >>> W_dt = distribute_tensor( 2025-07-24T04:20:27.8086160Z ... W, device_mesh, (col_wise) 2025-07-24T04:20:27.8086220Z ... ) # col-wisely sharded W tensor 2025-07-24T04:20:27.8086280Z >>> X_dt = distribute_tensor( 2025-07-24T04:20:27.8086340Z ... X, device_mesh, (row_wise) 2025-07-24T04:20:27.8086400Z ... ) # row-wisely sharded X tensor 2025-07-24T04:20:27.8086470Z >>> Y_dt = local_mm_allreduce_forward( 2025-07-24T04:20:27.8086530Z ... device_mesh, W_dt, X_dt 2025-07-24T04:20:27.8086620Z ... ) # apply local_mm_allreduce_forward to DTensors 2025-07-24T04:20:27.8086620Z 2025-07-24T04:20:27.8086750Z .. note:: This API is currently experimental and subject to change 2025-07-24T04:20:27.8086750Z 2025-07-24T04:20:27.8086910Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.8411660Z 2025-07-24T04:20:27.8412320Z msg = Cannot scrape callname=PrepareModuleInput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=428. 2025-07-24T04:20:27.8416540Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.8416680Z 2025-07-24T04:20:27.8417090Z Configure the nn.Module's inputs to convert the input tensors of the nn.Module to DTensors at runtime according to 2025-07-24T04:20:27.8417940Z ``input_layouts``, and perform layout redistribution according to the ``desired_input_layouts``. 2025-07-24T04:20:27.8417960Z 2025-07-24T04:20:27.8418020Z Keyword Args: 2025-07-24T04:20:27.8418160Z input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-07-24T04:20:27.8418390Z The DTensor layouts of input tensors for the nn.Module, this is used to convert the input tensors to 2025-07-24T04:20:27.8418620Z DTensors. If some inputs are not torch.Tensor or no need to convert to DTensors, ``None`` need to be specified 2025-07-24T04:20:27.8418780Z as a placeholder. default: None. 2025-07-24T04:20:27.8418930Z desired_input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-07-24T04:20:27.8419170Z The desired DTensor layout of input tensors for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-07-24T04:20:27.8419420Z have the desired DTensor layouts. This argument needs to have the same length with ``input_layouts``. default: None. 2025-07-24T04:20:27.8419500Z input_kwarg_layouts (Dict[str, Placement]): 2025-07-24T04:20:27.8419740Z The DTensor layouts of input kwargs for the nn.Module, this is used to convert the input kwarg tensors to DTensors. 2025-07-24T04:20:27.8419790Z default: None 2025-07-24T04:20:27.8419940Z desired_input_kwarg_layouts: (Dict[str, Placement]): 2025-07-24T04:20:27.8420230Z The desired DTensor layout of input kwargs for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-07-24T04:20:27.8420330Z have the desired DTensor layouts. default: None. 2025-07-24T04:20:27.8420430Z use_local_output (bool, optional): 2025-07-24T04:20:27.8420650Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module inputs, default: False. 2025-07-24T04:20:27.8420700Z Returns: 2025-07-24T04:20:27.8420910Z A :class:`ParallelStyle` object that prepares the sharding layouts of the nn.Module's inputs. 2025-07-24T04:20:27.8420910Z 2025-07-24T04:20:27.8420960Z Example:: 2025-07-24T04:20:27.8421030Z >>> # xdoctest: +SKIP(failing) 2025-07-24T04:20:27.8421230Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleInput 2025-07-24T04:20:27.8421350Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-07-24T04:20:27.8421400Z >>> ... 2025-07-24T04:20:27.8421600Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-07-24T04:20:27.8421680Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-07-24T04:20:27.8421720Z >>> 2025-07-24T04:20:27.8421920Z >>> # According to the style specified below, the first input of attn will be annotated to Sharded DTensor 2025-07-24T04:20:27.8422010Z >>> # and then redistributed to Replicated DTensor. 2025-07-24T04:20:27.8422070Z >>> parallelize_module( 2025-07-24T04:20:27.8422160Z >>> block, # this can be a submodule or module 2025-07-24T04:20:27.8422210Z >>> tp_mesh, 2025-07-24T04:20:27.8422270Z >>> parallelize_plan={ 2025-07-24T04:20:27.8422340Z >>> "attn": PrepareModuleInput( 2025-07-24T04:20:27.8422430Z >>> input_layouts=(Shard(0), None, None, ...), 2025-07-24T04:20:27.8422530Z >>> desired_input_layouts=(Replicate(), None, None, ...) 2025-07-24T04:20:27.8422580Z >>> ), 2025-07-24T04:20:27.8422620Z >>> } 2025-07-24T04:20:27.8422670Z >>> ) 2025-07-24T04:20:27.8422670Z 2025-07-24T04:20:27.8422820Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.8422830Z 2025-07-24T04:20:27.8423290Z msg = Cannot scrape callname=PrepareModuleOutput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=597. 2025-07-24T04:20:27.8423490Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.8423490Z 2025-07-24T04:20:27.8423730Z Configure the nn.Module's outputs to convert the output tensors of the nn.Module to DTensors at runtime according to 2025-07-24T04:20:27.8423930Z ``output_layouts``, and perform layout redistribution according to the ``desired_output_layouts``. 2025-07-24T04:20:27.8423930Z 2025-07-24T04:20:27.8423980Z Keyword Args: 2025-07-24T04:20:27.8424080Z output_layouts (Union[Placement, Tuple[Placement]]): 2025-07-24T04:20:27.8424290Z The DTensor layouts of output tensors for the nn.Module, this is used to convert the output tensors to 2025-07-24T04:20:27.8424520Z DTensors if they are :class:`torch.Tensor`. If some outputs are not torch.Tensor or no need to convert to DTensors, 2025-07-24T04:20:27.8424640Z ``None`` need to be specified as a placeholder. 2025-07-24T04:20:27.8424760Z desired_output_layouts (Union[Placement, Tuple[Placement]]): 2025-07-24T04:20:27.8425000Z The desired DTensor layouts of output tensors for the nn.Module, this is used to ensure the outputs of the nn.Module 2025-07-24T04:20:27.8425070Z have the desired DTensor layouts. 2025-07-24T04:20:27.8425130Z use_local_output (bool, optional): 2025-07-24T04:20:27.8425350Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module outputs, default: True. 2025-07-24T04:20:27.8425520Z Returns: 2025-07-24T04:20:27.8425700Z A ParallelStyle object that prepares the sharding layouts of the nn.Module's outputs. 2025-07-24T04:20:27.8425710Z 2025-07-24T04:20:27.8425790Z Example:: 2025-07-24T04:20:27.8425850Z >>> # xdoctest: +SKIP(failing) 2025-07-24T04:20:27.8426050Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleOutput 2025-07-24T04:20:27.8426170Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-07-24T04:20:27.8426210Z >>> ... 2025-07-24T04:20:27.8426400Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-07-24T04:20:27.8426480Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-07-24T04:20:27.8426520Z >>> 2025-07-24T04:20:27.8426760Z >>> # According to the style specified below, the output of the TransformerBlock will be converted to Replicated DTensor 2025-07-24T04:20:27.8426850Z >>> # and then redistributed to Sharded DTensor. 2025-07-24T04:20:27.8426910Z >>> parallelize_module( 2025-07-24T04:20:27.8426990Z >>> block, # this can be a submodule or module 2025-07-24T04:20:27.8427040Z >>> tp_mesh, 2025-07-24T04:20:27.8427130Z >>> parallelize_plan = PrepareModuleOutput( 2025-07-24T04:20:27.8427200Z >>> output_layouts=Replicate(), 2025-07-24T04:20:27.8427270Z >>> desired_output_layouts=Shard(0) 2025-07-24T04:20:27.8427310Z >>> ) 2025-07-24T04:20:27.8427360Z >>> ) 2025-07-24T04:20:27.8427360Z 2025-07-24T04:20:27.8427520Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:27.8427520Z 2025-07-24T04:20:27.8427990Z msg = Cannot scrape callname=PrepareModuleInputOutput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=705. 2025-07-24T04:20:27.8428150Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:27.8428160Z 2025-07-24T04:20:27.8428410Z Configure the nn.Module's inputs (and outputs) to convert the input tensors (and output tensors, respectively) of the nn.Module 2025-07-24T04:20:27.8428660Z to DTensors at runtime according to ``input_layouts`` (and output_layouts, respectively), and perform layout redistribution 2025-07-24T04:20:27.8428890Z according to the ``desired_input_layouts`` (and ``desired_output_layouts``, respectively). This is a combination of 2025-07-24T04:20:27.8429020Z :class:`PrepareModuleInput` and :class:`PrepareModuleOutput`. 2025-07-24T04:20:27.8429070Z 2025-07-24T04:20:27.8429120Z Keyword Args: 2025-07-24T04:20:27.8429250Z input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-07-24T04:20:27.8429450Z The DTensor layouts of input tensors for the nn.Module, this is used to convert the input tensors to 2025-07-24T04:20:27.8429660Z DTensors. If some inputs are not torch.Tensor or no need to convert to DTensors, ``None`` need to be specified 2025-07-24T04:20:27.8429730Z as a placeholder. default: None. 2025-07-24T04:20:27.8429870Z desired_input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-07-24T04:20:27.8430090Z The desired DTensor layout of input tensors for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-07-24T04:20:27.8430360Z have the desired DTensor layouts. This argument needs to have the same length with ``input_layouts``. default: None. 2025-07-24T04:20:27.8430440Z input_kwarg_layouts (Dict[str, Placement]): 2025-07-24T04:20:27.8430660Z The DTensor layouts of input kwargs for the nn.Module, this is used to convert the input kwarg tensors to DTensors. 2025-07-24T04:20:27.8430710Z default: None 2025-07-24T04:20:27.8430820Z desired_input_kwarg_layouts: (Dict[str, Placement]): 2025-07-24T04:20:27.8431030Z The desired DTensor layout of input kwargs for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-07-24T04:20:27.8431150Z have the desired DTensor layouts. default: None. 2025-07-24T04:20:27.8431210Z use_local_input (bool, optional): 2025-07-24T04:20:27.8431480Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module inputs, default: False. 2025-07-24T04:20:27.8431580Z output_layouts (Union[Placement, Tuple[Placement]]): 2025-07-24T04:20:27.8431790Z The DTensor layouts of output tensors for the nn.Module, this is used to convert the output tensors to 2025-07-24T04:20:27.8432010Z DTensors if they are :class:`torch.Tensor`. If some outputs are not torch.Tensor or no need to convert to DTensors, 2025-07-24T04:20:27.8432110Z ``None`` need to be specified as a placeholder. 2025-07-24T04:20:27.8432220Z desired_output_layouts (Union[Placement, Tuple[Placement]]): 2025-07-24T04:20:27.8432450Z The desired DTensor layouts of output tensors for the nn.Module, this is used to ensure the outputs of the nn.Module 2025-07-24T04:20:27.8432520Z have the desired DTensor layouts. 2025-07-24T04:20:27.8432590Z use_local_output (bool, optional): 2025-07-24T04:20:27.8432810Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module outputs, default: True. 2025-07-24T04:20:27.8432860Z Returns: 2025-07-24T04:20:27.8433080Z A :class:`ParallelStyle` object that prepares the sharding layouts of the nn.Module's inputs and outputs. 2025-07-24T04:20:27.8433080Z 2025-07-24T04:20:27.8433120Z Example:: 2025-07-24T04:20:27.8433180Z >>> # xdoctest: +SKIP(failing) 2025-07-24T04:20:27.8433390Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleInputOutput 2025-07-24T04:20:27.8433510Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-07-24T04:20:27.8433550Z >>> ... 2025-07-24T04:20:27.8433740Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-07-24T04:20:27.8433810Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-07-24T04:20:27.8433860Z >>> 2025-07-24T04:20:27.8434070Z >>> # According to the style specified below, the first input of attn will be annotated as Sharded DTensor 2025-07-24T04:20:27.8434280Z >>> # and then redistributed to Replicated DTensor, and the output of the TransformerBlock will be annotated 2025-07-24T04:20:27.8434410Z >>> # as Replicated DTensor and then redistributed to Sharded DTensor. 2025-07-24T04:20:27.8434470Z >>> parallelize_module( 2025-07-24T04:20:27.8434550Z >>> block, # this can be a submodule or module 2025-07-24T04:20:27.8434630Z >>> tp_mesh, 2025-07-24T04:20:27.8434690Z >>> parallelize_plan={ 2025-07-24T04:20:27.8434770Z >>> "attn": PrepareModuleInputOutput( 2025-07-24T04:20:27.8434860Z >>> input_layouts=(Shard(0), None, None, ...), 2025-07-24T04:20:27.8434970Z >>> desired_input_layouts=(Replicate(), None, None, ...), 2025-07-24T04:20:27.8435040Z >>> output_layouts=Replicate(), 2025-07-24T04:20:27.8435120Z >>> desired_output_layouts=Shard(0), 2025-07-24T04:20:27.8435160Z >>> ), 2025-07-24T04:20:27.8435210Z >>> } 2025-07-24T04:20:27.8435250Z >>> ) 2025-07-24T04:20:27.8435250Z 2025-07-24T04:20:27.8435410Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:28.0225740Z 2025-07-24T04:20:28.0226480Z msg = Cannot scrape callname=async_execution in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/rpc/functions.py line=6. 2025-07-24T04:20:28.0227220Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:28.0227460Z 2025-07-24T04:20:28.0227610Z A decorator for a function indicating that the return value of the function 2025-07-24T04:20:28.0227970Z is guaranteed to be a :class:`~torch.futures.Future` object and this 2025-07-24T04:20:28.0228530Z function can run asynchronously on the RPC callee. More specifically, the 2025-07-24T04:20:28.0228900Z callee extracts the :class:`~torch.futures.Future` returned by the wrapped 2025-07-24T04:20:28.0229390Z function and installs subsequent processing steps as a callback to that 2025-07-24T04:20:28.0229770Z :class:`~torch.futures.Future`. The installed callback will read the value 2025-07-24T04:20:28.0230120Z from the :class:`~torch.futures.Future` when completed and send the 2025-07-24T04:20:28.0230440Z value back as the RPC response. That also means the returned 2025-07-24T04:20:28.0230770Z :class:`~torch.futures.Future` only exists on the callee side and is never 2025-07-24T04:20:28.0231120Z sent through RPC. This decorator is useful when the wrapped function's 2025-07-24T04:20:28.0231450Z (``fn``) execution needs to pause and resume due to, e.g., containing 2025-07-24T04:20:28.0231780Z :meth:`~torch.distributed.rpc.rpc_async` or waiting for other signals. 2025-07-24T04:20:28.0231980Z 2025-07-24T04:20:28.0232130Z .. note:: To enable asynchronous execution, applications must pass the 2025-07-24T04:20:28.0232470Z function object returned by this decorator to RPC APIs. If RPC detected 2025-07-24T04:20:28.0232810Z attributes installed by this decorator, it knows that this function 2025-07-24T04:20:28.0233130Z returns a ``Future`` object and will handle that accordingly. 2025-07-24T04:20:28.0233430Z However, this does not mean this decorator has to be outmost one when 2025-07-24T04:20:28.0233770Z defining a function. For example, when combined with ``@staticmethod`` 2025-07-24T04:20:28.0234100Z or ``@classmethod``, ``@rpc.functions.async_execution`` needs to be the 2025-07-24T04:20:28.0234430Z inner decorator to allow the target function be recognized as a static 2025-07-24T04:20:28.0234780Z or class function. This target function can still execute asynchronously 2025-07-24T04:20:28.0235120Z because, when accessed, the static or class method preserves attributes 2025-07-24T04:20:28.0235430Z installed by ``@rpc.functions.async_execution``. 2025-07-24T04:20:28.0235590Z 2025-07-24T04:20:28.0235590Z 2025-07-24T04:20:28.0235640Z Example:: 2025-07-24T04:20:28.0235840Z The returned :class:`~torch.futures.Future` object can come from 2025-07-24T04:20:28.0236110Z :meth:`~torch.distributed.rpc.rpc_async`, 2025-07-24T04:20:28.0236400Z :meth:`~torch.futures.Future.then`, or :class:`~torch.futures.Future` 2025-07-24T04:20:28.0236720Z constructor. The example below shows directly using the 2025-07-24T04:20:28.0236980Z :class:`~torch.futures.Future` returned by 2025-07-24T04:20:28.0237290Z :meth:`~torch.futures.Future.then`. 2025-07-24T04:20:28.0237430Z 2025-07-24T04:20:28.0237500Z >>> from torch.distributed import rpc 2025-07-24T04:20:28.0237690Z >>> 2025-07-24T04:20:28.0237830Z >>> # omitting setup and shutdown RPC 2025-07-24T04:20:28.0238000Z >>> 2025-07-24T04:20:28.0238120Z >>> # On all workers 2025-07-24T04:20:28.0238290Z >>> @rpc.functions.async_execution 2025-07-24T04:20:28.0238500Z >>> def async_add_chained(to, x, y, z): 2025-07-24T04:20:28.0238750Z >>> # This function runs on "worker1" and returns immediately when 2025-07-24T04:20:28.0239060Z >>> # the callback is installed through the `then(cb)` API. In the 2025-07-24T04:20:28.0239360Z >>> # mean time, the `rpc_async` to "worker2" can run concurrently. 2025-07-24T04:20:28.0239730Z >>> # When the return value of that `rpc_async` arrives at 2025-07-24T04:20:28.0240020Z >>> # "worker1", "worker1" will run the lambda function accordingly 2025-07-24T04:20:28.0240320Z >>> # and set the value for the previously returned `Future`, which 2025-07-24T04:20:28.0240620Z >>> # will then trigger RPC to send the result back to "worker0". 2025-07-24T04:20:28.0240900Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-07-24T04:20:28.0241130Z >>> lambda fut: fut.wait() + z 2025-07-24T04:20:28.0241310Z >>> ) 2025-07-24T04:20:28.0241430Z >>> 2025-07-24T04:20:28.0241560Z >>> # On worker0 2025-07-24T04:20:28.0241710Z >>> # xdoctest: +SKIP 2025-07-24T04:20:28.0241870Z >>> ret = rpc.rpc_sync( 2025-07-24T04:20:28.0242020Z >>> "worker1", 2025-07-24T04:20:28.0242210Z >>> async_add_chained, 2025-07-24T04:20:28.0242400Z >>> args=("worker2", torch.ones(2), 1, 1) 2025-07-24T04:20:28.0242580Z >>> ) 2025-07-24T04:20:28.0242720Z >>> print(ret) # prints tensor([3., 3.]) 2025-07-24T04:20:28.0242860Z 2025-07-24T04:20:28.0243000Z When combined with TorchScript decorators, this decorator must be the 2025-07-24T04:20:28.0243250Z outmost one. 2025-07-24T04:20:28.0243340Z 2025-07-24T04:20:28.0243400Z >>> from torch import Tensor 2025-07-24T04:20:28.0243580Z >>> from torch.futures import Future 2025-07-24T04:20:28.0243780Z >>> from torch.distributed import rpc 2025-07-24T04:20:28.0243950Z >>> 2025-07-24T04:20:28.0244080Z >>> # omitting setup and shutdown RPC 2025-07-24T04:20:28.0244250Z >>> 2025-07-24T04:20:28.0244360Z >>> # On all workers 2025-07-24T04:20:28.0244520Z >>> @torch.jit.script 2025-07-24T04:20:28.0244710Z >>> def script_add(x: Tensor, y: Tensor) -> Tensor: 2025-07-24T04:20:28.0244920Z >>> return x + y 2025-07-24T04:20:28.0245060Z >>> 2025-07-24T04:20:28.0245190Z >>> @rpc.functions.async_execution 2025-07-24T04:20:28.0245390Z >>> @torch.jit.script 2025-07-24T04:20:28.0245600Z >>> def async_add(to: str, x: Tensor, y: Tensor) -> Future[Tensor]: 2025-07-24T04:20:28.0245870Z >>> return rpc.rpc_async(to, script_add, (x, y)) 2025-07-24T04:20:28.0246070Z >>> 2025-07-24T04:20:28.0246180Z >>> # On worker0 2025-07-24T04:20:28.0246320Z >>> ret = rpc.rpc_sync( 2025-07-24T04:20:28.0246470Z >>> "worker1", 2025-07-24T04:20:28.0246610Z >>> async_add, 2025-07-24T04:20:28.0246770Z >>> args=("worker2", torch.ones(2), 1) 2025-07-24T04:20:28.0246950Z >>> ) 2025-07-24T04:20:28.0247080Z >>> print(ret) # prints tensor([2., 2.]) 2025-07-24T04:20:28.0247220Z 2025-07-24T04:20:28.0247350Z When combined with static or class method, this decorator must be the 2025-07-24T04:20:28.0247600Z inner one. 2025-07-24T04:20:28.0247680Z 2025-07-24T04:20:28.0247750Z >>> from torch.distributed import rpc 2025-07-24T04:20:28.0247930Z >>> 2025-07-24T04:20:28.0248060Z >>> # omitting setup and shutdown RPC 2025-07-24T04:20:28.0248230Z >>> 2025-07-24T04:20:28.0248350Z >>> # On all workers 2025-07-24T04:20:28.0248500Z >>> class AsyncExecutionClass: 2025-07-24T04:20:28.0248670Z >>> 2025-07-24T04:20:28.0248830Z >>> @staticmethod 2025-07-24T04:20:28.0249010Z >>> @rpc.functions.async_execution 2025-07-24T04:20:28.0249210Z >>> def static_async_add(to, x, y, z): 2025-07-24T04:20:28.0249460Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-07-24T04:20:28.0249700Z >>> lambda fut: fut.wait() + z 2025-07-24T04:20:28.0249880Z >>> ) 2025-07-24T04:20:28.0250000Z >>> 2025-07-24T04:20:28.0250110Z >>> @classmethod 2025-07-24T04:20:28.0250280Z >>> @rpc.functions.async_execution 2025-07-24T04:20:28.0250490Z >>> def class_async_add(cls, to, x, y, z): 2025-07-24T04:20:28.0250700Z >>> ret_fut = torch.futures.Future() 2025-07-24T04:20:28.0251010Z >>> rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-07-24T04:20:28.0251270Z >>> lambda fut: ret_fut.set_result(fut.wait() + z) 2025-07-24T04:20:28.0251480Z >>> ) 2025-07-24T04:20:28.0251610Z >>> return ret_fut 2025-07-24T04:20:28.0251760Z >>> 2025-07-24T04:20:28.0251900Z >>> @rpc.functions.async_execution 2025-07-24T04:20:28.0252100Z >>> def bound_async_add(self, to, x, y, z): 2025-07-24T04:20:28.0252350Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-07-24T04:20:28.0252590Z >>> lambda fut: fut.wait() + z 2025-07-24T04:20:28.0252770Z >>> ) 2025-07-24T04:20:28.0252950Z >>> 2025-07-24T04:20:28.0253070Z >>> # On worker0 2025-07-24T04:20:28.0253210Z >>> ret = rpc.rpc_sync( 2025-07-24T04:20:28.0253360Z >>> "worker1", 2025-07-24T04:20:28.0253600Z >>> AsyncExecutionClass.static_async_add, 2025-07-24T04:20:28.0253830Z >>> args=("worker2", torch.ones(2), 1, 2) 2025-07-24T04:20:28.0254010Z >>> ) 2025-07-24T04:20:28.0254150Z >>> print(ret) # prints tensor([4., 4.]) 2025-07-24T04:20:28.0254330Z >>> 2025-07-24T04:20:28.0254450Z >>> ret = rpc.rpc_sync( 2025-07-24T04:20:28.0254600Z >>> "worker1", 2025-07-24T04:20:28.0254770Z >>> AsyncExecutionClass.class_async_add, 2025-07-24T04:20:28.0254990Z >>> args=("worker2", torch.ones(2), 1, 2) 2025-07-24T04:20:28.0255160Z >>> ) 2025-07-24T04:20:28.0255300Z >>> print(ret) # prints tensor([4., 4.]) 2025-07-24T04:20:28.0255430Z 2025-07-24T04:20:28.0255530Z This decorator also works with RRef helpers, i.e., . 2025-07-24T04:20:28.0255780Z :meth:`torch.distributed.rpc.RRef.rpc_sync`, 2025-07-24T04:20:28.0256030Z :meth:`torch.distributed.rpc.RRef.rpc_async`, and 2025-07-24T04:20:28.0256280Z :meth:`torch.distributed.rpc.RRef.remote`. 2025-07-24T04:20:28.0256430Z 2025-07-24T04:20:28.0256500Z >>> from torch.distributed import rpc 2025-07-24T04:20:28.0256680Z >>> 2025-07-24T04:20:28.0256830Z >>> # reuse the AsyncExecutionClass class above 2025-07-24T04:20:28.0257070Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-07-24T04:20:28.0257360Z >>> ret = rref.rpc_sync().static_async_add("worker2", torch.ones(2), 1, 2) 2025-07-24T04:20:28.0257630Z >>> print(ret) # prints tensor([4., 4.]) 2025-07-24T04:20:28.0257810Z >>> 2025-07-24T04:20:28.0257960Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-07-24T04:20:28.0258260Z >>> ret = rref.rpc_async().static_async_add("worker2", torch.ones(2), 1, 2).wait() 2025-07-24T04:20:28.0258540Z >>> print(ret) # prints tensor([4., 4.]) 2025-07-24T04:20:28.0258720Z >>> 2025-07-24T04:20:28.0258880Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-07-24T04:20:28.0259180Z >>> ret = rref.remote().static_async_add("worker2", torch.ones(2), 1, 2).to_here() 2025-07-24T04:20:28.0259460Z >>> print(ret) # prints tensor([4., 4.]) 2025-07-24T04:20:28.0259610Z 2025-07-24T04:20:28.0259760Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:28.0259980Z 2025-07-24T04:20:28.0260470Z msg = Cannot scrape callname=TensorPipeRpcBackendOptions.set_device_map in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/rpc/options.py line=113. 2025-07-24T04:20:28.0261230Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:28.0261460Z 2025-07-24T04:20:28.0261580Z Set device mapping between each RPC caller and callee pair. This 2025-07-24T04:20:28.0261890Z function can be called multiple times to incrementally add 2025-07-24T04:20:28.0262130Z device placement configurations. 2025-07-24T04:20:28.0262260Z 2025-07-24T04:20:28.0262300Z Args: 2025-07-24T04:20:28.0262420Z to (str): Callee name. 2025-07-24T04:20:28.0262650Z device_map (Dict of int, str, or torch.device): Device placement 2025-07-24T04:20:28.0263000Z mappings from this worker to the callee. This map must be 2025-07-24T04:20:28.0263230Z invertible. 2025-07-24T04:20:28.0263320Z 2025-07-24T04:20:28.0263360Z Example: 2025-07-24T04:20:28.0263500Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:28.0263680Z >>> # both workers 2025-07-24T04:20:28.0263820Z >>> def add(x, y): 2025-07-24T04:20:28.0263990Z >>> print(x) # tensor([1., 1.], device='cuda:1') 2025-07-24T04:20:28.0264200Z >>> return x + y, (x + y).to(2) 2025-07-24T04:20:28.0264380Z >>> 2025-07-24T04:20:28.0264490Z >>> # on worker 0 2025-07-24T04:20:28.0264660Z >>> options = TensorPipeRpcBackendOptions( 2025-07-24T04:20:28.0264890Z >>> num_worker_threads=8, 2025-07-24T04:20:28.0265070Z >>> device_maps={"worker1": {0: 1}} 2025-07-24T04:20:28.0265280Z >>> # maps worker0's cuda:0 to worker1's cuda:1 2025-07-24T04:20:28.0265470Z >>> ) 2025-07-24T04:20:28.0265650Z >>> options.set_device_map("worker1", {1: 2}) 2025-07-24T04:20:28.0265880Z >>> # maps worker0's cuda:1 to worker1's cuda:2 2025-07-24T04:20:28.0266070Z >>> 2025-07-24T04:20:28.0266180Z >>> rpc.init_rpc( 2025-07-24T04:20:28.0266320Z >>> "worker0", 2025-07-24T04:20:28.0266460Z >>> rank=0, 2025-07-24T04:20:28.0266600Z >>> world_size=2, 2025-07-24T04:20:28.0266770Z >>> backend=rpc.BackendType.TENSORPIPE, 2025-07-24T04:20:28.0266980Z >>> rpc_backend_options=options 2025-07-24T04:20:28.0267150Z >>> ) 2025-07-24T04:20:28.0267270Z >>> 2025-07-24T04:20:28.0272420Z >>> x = torch.ones(2) 2025-07-24T04:20:28.0272650Z >>> rets = rpc.rpc_sync("worker1", add, args=(x.to(0), 1)) 2025-07-24T04:20:28.0272940Z >>> # The first argument will be moved to cuda:1 on worker1. When 2025-07-24T04:20:28.0273240Z >>> # sending the return value back, it will follow the invert of 2025-07-24T04:20:28.0273530Z >>> # the device map, and hence will be moved back to cuda:0 and 2025-07-24T04:20:28.0273760Z >>> # cuda:1 on worker0 2025-07-24T04:20:28.0273960Z >>> print(rets[0]) # tensor([2., 2.], device='cuda:0') 2025-07-24T04:20:28.0274210Z >>> print(rets[1]) # tensor([2., 2.], device='cuda:1') 2025-07-24T04:20:28.0274370Z 2025-07-24T04:20:28.0274520Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:28.2535470Z 2025-07-24T04:20:28.2536220Z msg = Cannot scrape callname=_server_process_global_profile in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/rpc/server_process_global_profiler.py line=19. 2025-07-24T04:20:28.2536980Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:28.2537230Z 2025-07-24T04:20:28.2537360Z It has the same API as ``torch.autograd.profiler.profile`` class, 2025-07-24T04:20:28.2537740Z except that it enables profiling on all threads running RPC server request callbacks. 2025-07-24T04:20:28.2537990Z 2025-07-24T04:20:28.2538160Z Context manager that manages autograd profiler state and holds a summary of results. 2025-07-24T04:20:28.2538560Z Under the hood it just records events of functions being executed in C++ and 2025-07-24T04:20:28.2538920Z exposes those events to Python. You can wrap any code into it and it will 2025-07-24T04:20:28.2539420Z only report runtime of PyTorch functions. 2025-07-24T04:20:28.2539720Z Note: profiler is thread local and is automatically propagated into the async tasks 2025-07-24T04:20:28.2539950Z 2025-07-24T04:20:28.2540000Z Args: 2025-07-24T04:20:28.2540230Z enabled (bool, optional): Setting this to False makes this context manager a no-op. 2025-07-24T04:20:28.2540510Z Default: ``True``. 2025-07-24T04:20:28.2540620Z 2025-07-24T04:20:28.2540790Z use_cuda (bool, optional): Enables timing of CUDA events as well using the cudaEvent API. 2025-07-24T04:20:28.2541170Z Adds approximately 4us of overhead to each tensor operation. 2025-07-24T04:20:28.2541420Z Default: ``False`` 2025-07-24T04:20:28.2541580Z 2025-07-24T04:20:28.2541720Z record_shapes (bool, optional): If shapes recording is set, information 2025-07-24T04:20:28.2542070Z about input dimensions will be collected. This allows one to see which 2025-07-24T04:20:28.2542410Z dimensions have been used under the hood and further group by them 2025-07-24T04:20:28.2542740Z using prof.key_averages(group_by_input_shape=True). Please note that 2025-07-24T04:20:28.2543090Z shape recording might skew your profiling data. It is recommended to 2025-07-24T04:20:28.2543430Z use separate runs with and without shape recording to validate the timing. 2025-07-24T04:20:28.2543840Z Most likely the skew will be negligible for bottom most events (in a case 2025-07-24T04:20:28.2544180Z of nested function calls). But for higher level functions the total 2025-07-24T04:20:28.2544580Z self cpu time might be artificially increased because of the shape 2025-07-24T04:20:28.2544830Z collection. 2025-07-24T04:20:28.2544930Z 2025-07-24T04:20:28.2545090Z profile_memory (bool, optional): Whether to report memory usage, default: ``False`` 2025-07-24T04:20:28.2545330Z 2025-07-24T04:20:28.2545390Z .. warning:: 2025-07-24T04:20:28.2545590Z Enabling memory profiling incurs additional profiler overhead 2025-07-24T04:20:28.2545790Z 2025-07-24T04:20:28.2545840Z .. warning:: 2025-07-24T04:20:28.2546110Z Due to some CUDA multiprocessing limitations (see :ref:`multiprocessing-cuda-note`), 2025-07-24T04:20:28.2546480Z one cannot use the profiler with ``use_cuda = True`` to benchmark 2025-07-24T04:20:28.2546810Z DataLoaders with ``num_workers > 0``. If you wish to benchmark data loading, 2025-07-24T04:20:28.2547120Z please use ``use_cuda = False`` or ``num_workers = 0``. 2025-07-24T04:20:28.2547290Z 2025-07-24T04:20:28.2547330Z Example: 2025-07-24T04:20:28.2547460Z >>> # xdoctest: +SKIP 2025-07-24T04:20:28.2547610Z >>> # On worker 0: 2025-07-24T04:20:28.2547740Z >>> import torch 2025-07-24T04:20:28.2547910Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:28.2548140Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-07-24T04:20:28.2548360Z >>> x, y = torch.tensor(1), torch.tensor(2) 2025-07-24T04:20:28.2548570Z >>> outer_profile_rref = rpc.remote( 2025-07-24T04:20:28.2548800Z ... dst_worker_name, rpc._server_process_global_profile 2025-07-24T04:20:28.2549010Z ... ) 2025-07-24T04:20:28.2549160Z >>> outer_profile_rref.rpc_sync().__enter__() 2025-07-24T04:20:28.2549400Z >>> rpc.rpc_sync(dst_worker_name, torch.add, (x, y)) 2025-07-24T04:20:28.2549630Z >>> inner_profile_rref = rpc.remote( 2025-07-24T04:20:28.2549860Z ... dst_worker_name, rpc._server_process_global_profile 2025-07-24T04:20:28.2550070Z ... ) 2025-07-24T04:20:28.2550210Z >>> inner_profile_rref.rpc_sync().__enter__() 2025-07-24T04:20:28.2550450Z >>> rpc.rpc_sync(dst_worker_name, torch.sub, (x, y)) 2025-07-24T04:20:28.2550710Z >>> inner_profile_rref.rpc_sync().__exit__(None, None, None) 2025-07-24T04:20:28.2550990Z >>> outer_profile_rref.rpc_sync().__exit__(None, None, None) 2025-07-24T04:20:28.2551260Z >>> print(inner_profile_rref.rpc_sync().key_averages()) 2025-07-24T04:20:28.2551580Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:28.2552030Z Name Self CPU total % Self CPU total CPU total % CPU total CPU time avg Number of Calls 2025-07-24T04:20:28.2552430Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:28.2552770Z sub 85.06% 76.275us 100.00% 89.667us 89.667us 1 2025-07-24T04:20:28.2553080Z empty 14.94% 13.392us 14.94% 13.392us 13.392us 1 2025-07-24T04:20:28.2553420Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:28.2553730Z Self CPU time total: 89.667us 2025-07-24T04:20:28.2553960Z >>> print(outer_profile_rref.rpc_sync().key_averages()) 2025-07-24T04:20:28.2554270Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:28.2554660Z Name Self CPU total % Self CPU total CPU total % CPU total CPU time avg Number of Calls 2025-07-24T04:20:28.2555060Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:28.2555400Z sub 35.65% 76.275us 41.91% 89.667us 89.667us 1 2025-07-24T04:20:28.2555700Z empty 12.67% 27.101us 12.67% 27.101us 13.551us 2 2025-07-24T04:20:28.2556050Z add 51.68% 110.550us 58.09% 124.259us 124.259us 1 2025-07-24T04:20:28.2556380Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:28.2556660Z Self CPU time total: 213.926us 2025-07-24T04:20:28.2556840Z >>> rpc.shutdown() 2025-07-24T04:20:28.2556940Z 2025-07-24T04:20:28.2556990Z >>> # On worker 1: 2025-07-24T04:20:28.2557160Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:28.2557390Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-07-24T04:20:28.2557640Z >>> # wait for worker 0 to finish work, and then shutdown. 2025-07-24T04:20:28.2557850Z >>> rpc.shutdown() 2025-07-24T04:20:28.2557950Z 2025-07-24T04:20:28.2558110Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:28.2558330Z 2025-07-24T04:20:28.2558720Z msg = Cannot scrape callname=record_function in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/autograd/profiler.py line=734. 2025-07-24T04:20:28.2559330Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:28.2559770Z Context manager/function decorator that adds a label to a code block/function when running autograd profiler. 2025-07-24T04:20:28.2560180Z Label will only appear if CPU activity tracing is enabled. 2025-07-24T04:20:28.2560360Z 2025-07-24T04:20:28.2560440Z It is useful when tracing the code profile. 2025-07-24T04:20:28.2560590Z 2025-07-24T04:20:28.2560640Z Args: 2025-07-24T04:20:28.2560800Z name (str): Label assigned to the block of code. 2025-07-24T04:20:28.2561060Z node_id (int): ID of node, for distributed profiling. Unset in 2025-07-24T04:20:28.2561310Z non-distributed cases. 2025-07-24T04:20:28.2561420Z 2025-07-24T04:20:28.2561470Z Example: 2025-07-24T04:20:28.2561660Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_AUTOGRAD_PROFILER) 2025-07-24T04:20:28.2561920Z >>> x = torch.randn((1, 1), requires_grad=True) 2025-07-24T04:20:28.2562160Z >>> with torch.autograd.profiler.profile() as prof: 2025-07-24T04:20:28.2562380Z ... y = x**2 2025-07-24T04:20:28.2562580Z ... with torch.autograd.profiler.record_function( 2025-07-24T04:20:28.2562800Z ... "label-z" 2025-07-24T04:20:28.2563000Z ... ): # label the block 2025-07-24T04:20:28.2563180Z ... z = y**3 2025-07-24T04:20:28.2563340Z ... y.backward() 2025-07-24T04:20:28.2563500Z >>> # xdoctest: +IGNORE_WANT 2025-07-24T04:20:28.2563710Z >>> # NOTE: some columns were removed for brevity 2025-07-24T04:20:28.2563980Z >>> print(prof.key_averages().table(sort_by="self_cpu_time_total")) 2025-07-24T04:20:28.2564300Z ----------------------------------- --------------- --------------- --------------- 2025-07-24T04:20:28.2564610Z Name Self CPU total % CPU time avg Number of Calls 2025-07-24T04:20:28.2564910Z ----------------------------------- --------------- --------------- --------------- 2025-07-24T04:20:28.2565230Z pow 60.77% 47.470us 3 2025-07-24T04:20:28.2565470Z mul 21.73% 25.465us 2 2025-07-24T04:20:28.2565730Z PowBackward0 12.03% 121.891us 1 2025-07-24T04:20:28.2566040Z torch::autograd::AccumulateGrad 2.70% 6.324us 1 2025-07-24T04:20:28.2566330Z label-z 2.13% 12.421us 1 2025-07-24T04:20:28.2566610Z torch::autograd::GraphRoot 0.64% 1.503us 1 2025-07-24T04:20:28.2566970Z ----------------------------------- --------------- --------------- --------------- 2025-07-24T04:20:28.2567230Z Self CPU time total: 234.344us 2025-07-24T04:20:28.2567440Z CUDA time total: 0.000us 2025-07-24T04:20:28.2567560Z 2025-07-24T04:20:28.2567610Z 2025-07-24T04:20:28.2567830Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:28.2568050Z 2025-07-24T04:20:28.2568500Z msg = Cannot scrape callname=assoc_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=245. 2025-07-24T04:20:28.2569170Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:28.2569510Z Return a new dict with new, potentially nested, key value pair 2025-07-24T04:20:28.2569690Z 2025-07-24T04:20:28.2569740Z >>> purchase = { 2025-07-24T04:20:28.2569890Z ... "name": "Alice", 2025-07-24T04:20:28.2570110Z ... "order": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-07-24T04:20:28.2570360Z ... "credit card": "5555-1234-1234-1234", 2025-07-24T04:20:28.2570550Z ... } 2025-07-24T04:20:28.2570740Z >>> assoc_in(purchase, ["order", "costs"], [0.25, 1.00]) # doctest: +SKIP 2025-07-24T04:20:28.2571000Z {'credit card': '5555-1234-1234-1234', 2025-07-24T04:20:28.2571180Z 'name': 'Alice', 2025-07-24T04:20:28.2571380Z 'order': {'costs': [0.25, 1.00], 'items': ['Apple', 'Orange']}} 2025-07-24T04:20:28.2571590Z 2025-07-24T04:20:28.2571810Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:28.2572030Z 2025-07-24T04:20:28.2572480Z msg = Cannot scrape callname=update_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=261. 2025-07-24T04:20:28.2573160Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:28.2573470Z Update value in a (potentially) nested dictionary 2025-07-24T04:20:28.2573630Z 2025-07-24T04:20:28.2573680Z inputs: 2025-07-24T04:20:28.2573820Z d - dictionary on which to operate 2025-07-24T04:20:28.2574080Z keys - list or tuple giving the location of the value to be changed in d 2025-07-24T04:20:28.2574360Z func - function to operate on that value 2025-07-24T04:20:28.2574500Z 2025-07-24T04:20:28.2574620Z If keys == [k0,..,kX] and d[k0]..[kX] == v, update_in returns a copy of the 2025-07-24T04:20:28.2575000Z original dictionary with v replaced by func(v), but does not mutate the 2025-07-24T04:20:28.2575270Z original dictionary. 2025-07-24T04:20:28.2575370Z 2025-07-24T04:20:28.2575500Z If k0 is not a key in d, update_in creates nested dictionaries to the depth 2025-07-24T04:20:28.2575830Z specified by the keys, with the innermost value set to func(default). 2025-07-24T04:20:28.2576030Z 2025-07-24T04:20:28.2576090Z >>> inc = lambda x: x + 1 2025-07-24T04:20:28.2576260Z >>> update_in({"a": 0}, ["a"], inc) 2025-07-24T04:20:28.2576440Z {'a': 1} 2025-07-24T04:20:28.2576510Z 2025-07-24T04:20:28.2576570Z >>> transaction = { 2025-07-24T04:20:28.2576720Z ... "name": "Alice", 2025-07-24T04:20:28.2576970Z ... "purchase": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-07-24T04:20:28.2577230Z ... "credit card": "5555-1234-1234-1234", 2025-07-24T04:20:28.2577410Z ... } 2025-07-24T04:20:28.2577610Z >>> update_in(transaction, ["purchase", "costs"], sum) # doctest: +SKIP 2025-07-24T04:20:28.2577870Z {'credit card': '5555-1234-1234-1234', 2025-07-24T04:20:28.2578040Z 'name': 'Alice', 2025-07-24T04:20:28.2578240Z 'purchase': {'costs': 1.75, 'items': ['Apple', 'Orange']}} 2025-07-24T04:20:28.2578410Z 2025-07-24T04:20:28.2578480Z >>> # updating a value when k0 is not in d 2025-07-24T04:20:28.2578700Z >>> update_in({}, [1, 2, 3], str, default="bar") 2025-07-24T04:20:28.2578910Z {1: {2: {3: 'bar'}}} 2025-07-24T04:20:28.2579080Z >>> update_in({1: "foo"}, [2, 3, 4], inc, 0) 2025-07-24T04:20:28.2579270Z {1: 'foo', 2: {3: {4: 1}}} 2025-07-24T04:20:28.2579470Z 2025-07-24T04:20:28.2579690Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:28.2693250Z 2025-07-24T04:20:28.2693920Z msg = Cannot scrape callname=get_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=320. 2025-07-24T04:20:28.2694640Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:28.2694980Z Returns coll[i0][i1]...[iX] where [i0, i1, ..., iX]==keys. 2025-07-24T04:20:28.2695200Z 2025-07-24T04:20:28.2695320Z If coll[i0][i1]...[iX] cannot be found, returns ``default``, unless 2025-07-24T04:20:28.2695650Z ``no_default`` is specified, then it raises KeyError or IndexError. 2025-07-24T04:20:28.2695860Z 2025-07-24T04:20:28.2695990Z ``get_in`` is a generalization of ``operator.getitem`` for nested data 2025-07-24T04:20:28.2696280Z structures such as dictionaries and lists. 2025-07-24T04:20:28.2696440Z 2025-07-24T04:20:28.2696490Z >>> transaction = { 2025-07-24T04:20:28.2696650Z ... "name": "Alice", 2025-07-24T04:20:28.2696890Z ... "purchase": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-07-24T04:20:28.2697150Z ... "credit card": "5555-1234-1234-1234", 2025-07-24T04:20:28.2697340Z ... } 2025-07-24T04:20:28.2697500Z >>> get_in(["purchase", "items", 0], transaction) 2025-07-24T04:20:28.2697690Z 'Apple' 2025-07-24T04:20:28.2697830Z >>> get_in(["name"], transaction) 2025-07-24T04:20:28.2698010Z 'Alice' 2025-07-24T04:20:28.2698160Z >>> get_in(["purchase", "total"], transaction) 2025-07-24T04:20:28.2698390Z >>> get_in(["purchase", "items", "apple"], transaction) 2025-07-24T04:20:28.2698640Z >>> get_in(["purchase", "items", 10], transaction) 2025-07-24T04:20:28.2698870Z >>> get_in(["purchase", "total"], transaction, 0) 2025-07-24T04:20:28.2699060Z 0 2025-07-24T04:20:28.2699190Z >>> get_in(["y"], {}, no_default=True) 2025-07-24T04:20:28.2699380Z Traceback (most recent call last): 2025-07-24T04:20:28.2699560Z ... 2025-07-24T04:20:28.2699670Z KeyError: 'y' 2025-07-24T04:20:28.2699750Z 2025-07-24T04:20:28.2699800Z See Also: 2025-07-24T04:20:28.2699930Z itertoolz.get 2025-07-24T04:20:28.2700070Z operator.getitem 2025-07-24T04:20:28.2700350Z 2025-07-24T04:20:28.2700570Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:28.2700790Z 2025-07-24T04:20:28.2701240Z msg = Cannot scrape callname=groupby in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=373. 2025-07-24T04:20:28.2701910Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:28.2702200Z Group a collection by a key function 2025-07-24T04:20:28.2702340Z 2025-07-24T04:20:28.2702440Z >>> names = ["Alice", "Bob", "Charlie", "Dan", "Edith", "Frank"] 2025-07-24T04:20:28.2702690Z >>> groupby(len, names) # doctest: +SKIP 2025-07-24T04:20:28.2702960Z {3: ['Bob', 'Dan'], 5: ['Alice', 'Edith', 'Frank'], 7: ['Charlie']} 2025-07-24T04:20:28.2703130Z 2025-07-24T04:20:28.2703200Z >>> iseven = lambda x: x % 2 == 0 2025-07-24T04:20:28.2703430Z >>> groupby(iseven, [1, 2, 3, 4, 5, 6, 7, 8]) # doctest: +SKIP 2025-07-24T04:20:28.2703670Z {False: [1, 3, 5, 7], True: [2, 4, 6, 8]} 2025-07-24T04:20:28.2703800Z 2025-07-24T04:20:28.2703890Z Non-callable keys imply grouping on a member. 2025-07-24T04:20:28.2704040Z 2025-07-24T04:20:28.2704080Z >>> groupby( 2025-07-24T04:20:28.2704210Z ... "gender", 2025-07-24T04:20:28.2704340Z ... [ 2025-07-24T04:20:28.2704520Z ... {"name": "Alice", "gender": "F"}, 2025-07-24T04:20:28.2704730Z ... {"name": "Bob", "gender": "M"}, 2025-07-24T04:20:28.2704950Z ... {"name": "Charlie", "gender": "M"}, 2025-07-24T04:20:28.2705180Z ... ], 2025-07-24T04:20:28.2705320Z ... ) # doctest:+SKIP 2025-07-24T04:20:28.2705490Z {'F': [{'gender': 'F', 'name': 'Alice'}], 2025-07-24T04:20:28.2705690Z 'M': [{'gender': 'M', 'name': 'Bob'}, 2025-07-24T04:20:28.2705880Z {'gender': 'M', 'name': 'Charlie'}]} 2025-07-24T04:20:28.2706020Z 2025-07-24T04:20:28.2706100Z Not to be confused with ``itertools.groupby`` 2025-07-24T04:20:28.2706260Z 2025-07-24T04:20:28.2706310Z See Also: 2025-07-24T04:20:28.2706430Z countby 2025-07-24T04:20:28.2706540Z 2025-07-24T04:20:28.2706760Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:28.2706980Z 2025-07-24T04:20:28.2707370Z msg = Cannot scrape callname=SequentialLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=808. 2025-07-24T04:20:28.2707970Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:28.2708390Z Contains a list of schedulers expected to be called sequentially during the optimization process. 2025-07-24T04:20:28.2708660Z 2025-07-24T04:20:28.2708880Z Specifically, the schedulers will be called according to the milestone points, which should provide exact 2025-07-24T04:20:28.2709300Z intervals by which each scheduler should be called at a given epoch. 2025-07-24T04:20:28.2709500Z 2025-07-24T04:20:28.2709550Z Args: 2025-07-24T04:20:28.2709700Z optimizer (Optimizer): Wrapped optimizer. 2025-07-24T04:20:28.2709940Z schedulers (list): List of chained schedulers. 2025-07-24T04:20:28.2710220Z milestones (list): List of integers that reflects milestone points. 2025-07-24T04:20:28.2710520Z last_epoch (int): The index of last epoch. Default: -1. 2025-07-24T04:20:28.2710700Z 2025-07-24T04:20:28.2710740Z Example: 2025-07-24T04:20:28.2710880Z >>> # xdoctest: +SKIP 2025-07-24T04:20:28.2711080Z >>> # Assuming optimizer uses lr = 0.05 for all groups 2025-07-24T04:20:28.2711310Z >>> # lr = 0.005 if epoch == 0 2025-07-24T04:20:28.2711500Z >>> # lr = 0.005 if epoch == 1 2025-07-24T04:20:28.2711680Z >>> # lr = 0.005 if epoch == 2 2025-07-24T04:20:28.2711860Z >>> # ... 2025-07-24T04:20:28.2712000Z >>> # lr = 0.05 if epoch == 20 2025-07-24T04:20:28.2712230Z >>> # lr = 0.045 if epoch == 21 2025-07-24T04:20:28.2712420Z >>> # lr = 0.0405 if epoch == 22 2025-07-24T04:20:28.2712670Z >>> scheduler1 = ConstantLR(optimizer, factor=0.1, total_iters=20) 2025-07-24T04:20:28.2712960Z >>> scheduler2 = ExponentialLR(optimizer, gamma=0.9) 2025-07-24T04:20:28.2713180Z >>> scheduler = SequentialLR( 2025-07-24T04:20:28.2713380Z ... optimizer, 2025-07-24T04:20:28.2713560Z ... schedulers=[scheduler1, scheduler2], 2025-07-24T04:20:28.2713770Z ... milestones=[20], 2025-07-24T04:20:28.2713930Z ... ) 2025-07-24T04:20:28.2714060Z >>> for epoch in range(100): 2025-07-24T04:20:28.2714240Z >>> train(...) 2025-07-24T04:20:28.2714440Z >>> validate(...) 2025-07-24T04:20:28.2714600Z >>> scheduler.step() 2025-07-24T04:20:28.2714720Z 2025-07-24T04:20:28.2714830Z .. image:: ../scripts/lr_scheduler_images/SequentialLR.png 2025-07-24T04:20:28.2715050Z 2025-07-24T04:20:28.2715270Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:28.2715480Z 2025-07-24T04:20:28.2715890Z msg = Cannot scrape callname=ReduceLROnPlateau in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1233. 2025-07-24T04:20:28.2716510Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:28.2721760Z Reduce learning rate when a metric has stopped improving. 2025-07-24T04:20:28.2721940Z 2025-07-24T04:20:28.2722120Z Models often benefit from reducing the learning rate by a factor 2025-07-24T04:20:28.2722430Z of 2-10 once learning stagnates. This scheduler reads a metrics 2025-07-24T04:20:28.2722740Z quantity and if no improvement is seen for a 'patience' number 2025-07-24T04:20:28.2723000Z of epochs, the learning rate is reduced. 2025-07-24T04:20:28.2723140Z 2025-07-24T04:20:28.2723180Z Args: 2025-07-24T04:20:28.2723330Z optimizer (Optimizer): Wrapped optimizer. 2025-07-24T04:20:28.2723570Z mode (str): One of `min`, `max`. In `min` mode, lr will 2025-07-24T04:20:28.2723830Z be reduced when the quantity monitored has stopped 2025-07-24T04:20:28.2724100Z decreasing; in `max` mode it will be reduced when the 2025-07-24T04:20:28.2724380Z quantity monitored has stopped increasing. Default: 'min'. 2025-07-24T04:20:28.2724670Z factor (float): Factor by which the learning rate will be 2025-07-24T04:20:28.2724930Z reduced. new_lr = lr * factor. Default: 0.1. 2025-07-24T04:20:28.2725210Z patience (int): The number of allowed epochs with no improvement after 2025-07-24T04:20:28.2725500Z which the learning rate will be reduced. 2025-07-24T04:20:28.2725780Z For example, consider the case of having no patience (`patience = 0`). 2025-07-24T04:20:28.2726200Z In the first epoch, a baseline is established and is always considered good as there's no previous baseline. 2025-07-24T04:20:28.2726610Z In the second epoch, if the performance is worse than the baseline, 2025-07-24T04:20:28.2726900Z we have what is considered an intolerable epoch. 2025-07-24T04:20:28.2727220Z Since the count of intolerable epochs (1) is greater than the patience level (0), 2025-07-24T04:20:28.2727560Z the learning rate is reduced at the end of this epoch. 2025-07-24T04:20:28.2727920Z From the third epoch onwards, the learning rate continues to be reduced at the end of each epoch 2025-07-24T04:20:28.2728370Z if the performance is worse than the baseline. If the performance improves or remains the same, 2025-07-24T04:20:28.2728700Z the learning rate is not adjusted. 2025-07-24T04:20:28.2728890Z Default: 10. 2025-07-24T04:20:28.2729100Z threshold (float): Threshold for measuring the new optimum, 2025-07-24T04:20:28.2729390Z to only focus on significant changes. Default: 1e-4. 2025-07-24T04:20:28.2729700Z threshold_mode (str): One of `rel`, `abs`. In `rel` mode, 2025-07-24T04:20:28.2729980Z dynamic_threshold = best * ( 1 + threshold ) in 'max' 2025-07-24T04:20:28.2730230Z mode or best * ( 1 - threshold ) in `min` mode. 2025-07-24T04:20:28.2730480Z In `abs` mode, dynamic_threshold = best + threshold in 2025-07-24T04:20:28.2730760Z `max` mode or best - threshold in `min` mode. Default: 'rel'. 2025-07-24T04:20:28.2731040Z cooldown (int): Number of epochs to wait before resuming 2025-07-24T04:20:28.2731320Z normal operation after lr has been reduced. Default: 0. 2025-07-24T04:20:28.2731600Z min_lr (float or list): A scalar or a list of scalars. A 2025-07-24T04:20:28.2731890Z lower bound on the learning rate of all param groups 2025-07-24T04:20:28.2732140Z or each group respectively. Default: 0. 2025-07-24T04:20:28.2732400Z eps (float): Minimal decay applied to lr. If the difference 2025-07-24T04:20:28.2732680Z between new and old lr is smaller than eps, the update is 2025-07-24T04:20:28.2732920Z ignored. Default: 1e-8. 2025-07-24T04:20:28.2733050Z 2025-07-24T04:20:28.2733090Z Example: 2025-07-24T04:20:28.2733220Z >>> # xdoctest: +SKIP 2025-07-24T04:20:28.2733470Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.1, momentum=0.9) 2025-07-24T04:20:28.2733810Z >>> scheduler = ReduceLROnPlateau(optimizer, "min") 2025-07-24T04:20:28.2734040Z >>> for epoch in range(10): 2025-07-24T04:20:28.2734210Z >>> train(...) 2025-07-24T04:20:28.2734410Z >>> val_loss = validate(...) 2025-07-24T04:20:28.2734640Z >>> # Note that step should be called after validate() 2025-07-24T04:20:28.2734860Z >>> scheduler.step(val_loss) 2025-07-24T04:20:28.2734990Z 2025-07-24T04:20:28.2735120Z .. image:: ../scripts/lr_scheduler_images/ReduceLROnPlateau.png 2025-07-24T04:20:28.2735350Z 2025-07-24T04:20:28.2735660Z Original Error: IndentationError('unexpected indent', ('', 8, 4, ' scheduler.step(val_loss)\n', 8, -1)) 2025-07-24T04:20:28.2735960Z 2025-07-24T04:20:28.2736020Z scheduler.step(val_loss) 2025-07-24T04:20:28.2736170Z ^ 2025-07-24T04:20:28.2736610Z msg = Cannot scrape callname=CyclicLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1430. 2025-07-24T04:20:28.2737210Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:28.2737630Z Sets the learning rate of each parameter group according to cyclical learning rate policy (CLR). 2025-07-24T04:20:28.2737890Z 2025-07-24T04:20:28.2738060Z The policy cycles the learning rate between two boundaries with a constant frequency, 2025-07-24T04:20:28.2738460Z as detailed in the paper `Cyclical Learning Rates for Training Neural Networks`_. 2025-07-24T04:20:28.2738820Z The distance between the two boundaries can be scaled on a per-iteration 2025-07-24T04:20:28.2739080Z or per-cycle basis. 2025-07-24T04:20:28.2739180Z 2025-07-24T04:20:28.2739330Z Cyclical learning rate policy changes the learning rate after every batch. 2025-07-24T04:20:28.2739670Z `step` should be called after a batch has been used for training. 2025-07-24T04:20:28.2739670Z 2025-07-24T04:20:28.2739800Z This class has three built-in policies, as put forth in the paper: 2025-07-24T04:20:28.2739800Z 2025-07-24T04:20:28.2739930Z * "triangular": A basic triangular cycle without amplitude scaling. 2025-07-24T04:20:28.2740110Z * "triangular2": A basic triangular cycle that scales initial amplitude by half each cycle. 2025-07-24T04:20:28.2740310Z * "exp_range": A cycle that scales initial amplitude by :math:`\text{gamma}^{\text{cycle iterations}}` 2025-07-24T04:20:28.2740370Z at each cycle iteration. 2025-07-24T04:20:28.2740370Z 2025-07-24T04:20:28.2740520Z This implementation was adapted from the github repo: `bckenstler/CLR`_ 2025-07-24T04:20:28.2740560Z 2025-07-24T04:20:28.2740610Z Args: 2025-07-24T04:20:28.2740690Z optimizer (Optimizer): Wrapped optimizer. 2025-07-24T04:20:28.2740800Z base_lr (float or list): Initial learning rate which is the 2025-07-24T04:20:28.2740910Z lower boundary in the cycle for each parameter group. 2025-07-24T04:20:28.2741030Z max_lr (float or list): Upper learning rate boundaries in the cycle 2025-07-24T04:20:28.2741110Z for each parameter group. Functionally, 2025-07-24T04:20:28.2741210Z it defines the cycle amplitude (max_lr - base_lr). 2025-07-24T04:20:28.2741300Z The lr at any cycle is the sum of base_lr 2025-07-24T04:20:28.2741410Z and some scaling of the amplitude; therefore 2025-07-24T04:20:28.2741500Z max_lr may not actually be reached depending on 2025-07-24T04:20:28.2741550Z scaling function. 2025-07-24T04:20:28.2741660Z step_size_up (int): Number of training iterations in the 2025-07-24T04:20:28.2741740Z increasing half of a cycle. Default: 2000 2025-07-24T04:20:28.2741850Z step_size_down (int): Number of training iterations in the 2025-07-24T04:20:28.2741960Z decreasing half of a cycle. If step_size_down is None, 2025-07-24T04:20:28.2742040Z it is set to step_size_up. Default: None 2025-07-24T04:20:28.2742160Z mode (str): One of {triangular, triangular2, exp_range}. 2025-07-24T04:20:28.2742250Z Values correspond to policies detailed above. 2025-07-24T04:20:28.2742390Z If scale_fn is not None, this argument is ignored. 2025-07-24T04:20:28.2742460Z Default: 'triangular' 2025-07-24T04:20:28.2742560Z gamma (float): Constant in 'exp_range' scaling function: 2025-07-24T04:20:28.2742620Z gamma**(cycle iterations) 2025-07-24T04:20:28.2742680Z Default: 1.0 2025-07-24T04:20:28.2742800Z scale_fn (function): Custom scaling policy defined by a single 2025-07-24T04:20:28.2742870Z argument lambda function, where 2025-07-24T04:20:28.2742930Z 0 <= scale_fn(x) <= 1 for all x >= 0. 2025-07-24T04:20:28.2743010Z If specified, then 'mode' is ignored. 2025-07-24T04:20:28.2743060Z Default: None 2025-07-24T04:20:28.2743140Z scale_mode (str): {'cycle', 'iterations'}. 2025-07-24T04:20:28.2743220Z Defines whether scale_fn is evaluated on 2025-07-24T04:20:28.2743300Z cycle number or cycle iterations (training 2025-07-24T04:20:28.2743370Z iterations since start of cycle). 2025-07-24T04:20:28.2743420Z Default: 'cycle' 2025-07-24T04:20:28.2743550Z cycle_momentum (bool): If ``True``, momentum is cycled inversely 2025-07-24T04:20:28.2743660Z to learning rate between 'base_momentum' and 'max_momentum'. 2025-07-24T04:20:28.2743710Z Default: True 2025-07-24T04:20:28.2743840Z base_momentum (float or list): Lower momentum boundaries in the cycle 2025-07-24T04:20:28.2743970Z for each parameter group. Note that momentum is cycled inversely 2025-07-24T04:20:28.2744070Z to learning rate; at the peak of a cycle, momentum is 2025-07-24T04:20:28.2744160Z 'base_momentum' and learning rate is 'max_lr'. 2025-07-24T04:20:28.2744210Z Default: 0.8 2025-07-24T04:20:28.2744350Z max_momentum (float or list): Upper momentum boundaries in the cycle 2025-07-24T04:20:28.2744420Z for each parameter group. Functionally, 2025-07-24T04:20:28.2744550Z it defines the cycle amplitude (max_momentum - base_momentum). 2025-07-24T04:20:28.2744660Z The momentum at any cycle is the difference of max_momentum 2025-07-24T04:20:28.2744750Z and some scaling of the amplitude; therefore 2025-07-24T04:20:28.2744850Z base_momentum may not actually be reached depending on 2025-07-24T04:20:28.2744970Z scaling function. Note that momentum is cycled inversely 2025-07-24T04:20:28.2745130Z to learning rate; at the start of a cycle, momentum is 'max_momentum' 2025-07-24T04:20:28.2745200Z and learning rate is 'base_lr' 2025-07-24T04:20:28.2745250Z Default: 0.9 2025-07-24T04:20:28.2745380Z last_epoch (int): The index of the last batch. This parameter is used when 2025-07-24T04:20:28.2745520Z resuming a training job. Since `step()` should be invoked after each 2025-07-24T04:20:28.2745650Z batch instead of after each epoch, this number represents the total 2025-07-24T04:20:28.2745790Z number of *batches* computed, not the total number of epochs computed. 2025-07-24T04:20:28.2745940Z When last_epoch=-1, the schedule is started from the beginning. 2025-07-24T04:20:28.2745990Z Default: -1 2025-07-24T04:20:28.2745990Z 2025-07-24T04:20:28.2746030Z Example: 2025-07-24T04:20:28.2746090Z >>> # xdoctest: +SKIP 2025-07-24T04:20:28.2746230Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.1, momentum=0.9) 2025-07-24T04:20:28.2746330Z >>> scheduler = torch.optim.lr_scheduler.CyclicLR( 2025-07-24T04:20:28.2746380Z ... optimizer, 2025-07-24T04:20:28.2746440Z ... base_lr=0.01, 2025-07-24T04:20:28.2746490Z ... max_lr=0.1, 2025-07-24T04:20:28.2746540Z ... step_size_up=10, 2025-07-24T04:20:28.2746610Z ... ) 2025-07-24T04:20:28.2746700Z >>> data_loader = torch.utils.data.DataLoader(...) 2025-07-24T04:20:28.2746760Z >>> for epoch in range(10): 2025-07-24T04:20:28.2746850Z >>> for batch in data_loader: 2025-07-24T04:20:28.2746910Z >>> train_batch(...) 2025-07-24T04:20:28.2746970Z >>> scheduler.step() 2025-07-24T04:20:28.2746970Z 2025-07-24T04:20:28.2747070Z .. image:: ../scripts/lr_scheduler_images/CyclicLR.png 2025-07-24T04:20:28.2747070Z 2025-07-24T04:20:28.2747270Z .. _Cyclical Learning Rates for Training Neural Networks: https://arxiv.org/abs/1506.01186 2025-07-24T04:20:28.2747370Z .. _bckenstler/CLR: https://github.com/bckenstler/CLR 2025-07-24T04:20:28.2747410Z 2025-07-24T04:20:28.2747570Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.0800910Z 2025-07-24T04:20:29.0801590Z msg = Cannot scrape callname=CosineAnnealingWarmRestarts in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1713. 2025-07-24T04:20:29.0802300Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.0802690Z Set the learning rate of each parameter group using a cosine annealing schedule. 2025-07-24T04:20:29.0802930Z 2025-07-24T04:20:29.0803050Z The :math:`\eta_{max}` is set to the initial lr, :math:`T_{cur}` 2025-07-24T04:20:29.0803380Z is the number of epochs since the last restart and :math:`T_{i}` is the number 2025-07-24T04:20:29.0803690Z of epochs between two warm restarts in SGDR: 2025-07-24T04:20:29.0803850Z 2025-07-24T04:20:29.0803910Z .. math:: 2025-07-24T04:20:29.0804110Z \eta_t = \eta_{min} + \frac{1}{2}(\eta_{max} - \eta_{min})\left(1 + 2025-07-24T04:20:29.0804390Z \cos\left(\frac{T_{cur}}{T_{i}}\pi\right)\right) 2025-07-24T04:20:29.0804550Z 2025-07-24T04:20:29.0804660Z When :math:`T_{cur}=T_{i}`, set :math:`\eta_t = \eta_{min}`. 2025-07-24T04:20:29.0804970Z When :math:`T_{cur}=0` after restart, set :math:`\eta_t=\eta_{max}`. 2025-07-24T04:20:29.0805160Z 2025-07-24T04:20:29.0805230Z It has been proposed in 2025-07-24T04:20:29.0805440Z `SGDR: Stochastic Gradient Descent with Warm Restarts`_. 2025-07-24T04:20:29.0805620Z 2025-07-24T04:20:29.0805670Z Args: 2025-07-24T04:20:29.0805820Z optimizer (Optimizer): Wrapped optimizer. 2025-07-24T04:20:29.0806080Z T_0 (int): Number of iterations until the first restart. 2025-07-24T04:20:29.0806420Z T_mult (int, optional): A factor by which :math:`T_{i}` increases after a restart. Default: 1. 2025-07-24T04:20:29.0806980Z eta_min (float, optional): Minimum learning rate. Default: 0. 2025-07-24T04:20:29.0807310Z last_epoch (int, optional): The index of the last epoch. Default: -1. 2025-07-24T04:20:29.0807510Z 2025-07-24T04:20:29.0807620Z .. _SGDR\: Stochastic Gradient Descent with Warm Restarts: 2025-07-24T04:20:29.0807860Z https://arxiv.org/abs/1608.03983 2025-07-24T04:20:29.0807990Z 2025-07-24T04:20:29.0808040Z Example: 2025-07-24T04:20:29.0808170Z >>> # xdoctest: +SKIP 2025-07-24T04:20:29.0808400Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.05) 2025-07-24T04:20:29.0808800Z >>> scheduler = torch.optim.lr_scheduler.CosineAnnealingWarmRestarts( 2025-07-24T04:20:29.0809070Z ... optimizer, T_0=20 2025-07-24T04:20:29.0809230Z ... ) 2025-07-24T04:20:29.0809370Z >>> for epoch in range(100): 2025-07-24T04:20:29.0809540Z >>> train(...) 2025-07-24T04:20:29.0809700Z >>> validate(...) 2025-07-24T04:20:29.0809860Z >>> scheduler.step() 2025-07-24T04:20:29.0809980Z 2025-07-24T04:20:29.0810120Z .. image:: ../scripts/lr_scheduler_images/CosineAnnealingWarmRestarts.png 2025-07-24T04:20:29.0810370Z 2025-07-24T04:20:29.0810590Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.0810810Z 2025-07-24T04:20:29.0811240Z msg = Cannot scrape callname=OneCycleLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1863. 2025-07-24T04:20:29.0811910Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.0812330Z Sets the learning rate of each parameter group according to the 1cycle learning rate policy. 2025-07-24T04:20:29.0812580Z 2025-07-24T04:20:29.0812760Z The 1cycle policy anneals the learning rate from an initial learning rate to some maximum 2025-07-24T04:20:29.0813180Z learning rate and then from that maximum learning rate to some minimum learning rate much 2025-07-24T04:20:29.0813490Z lower than the initial learning rate. 2025-07-24T04:20:29.0813770Z This policy was initially described in the paper `Super-Convergence: 2025-07-24T04:20:29.0814100Z Very Fast Training of Neural Networks Using Large Learning Rates`_. 2025-07-24T04:20:29.0814300Z 2025-07-24T04:20:29.0814450Z The 1cycle learning rate policy changes the learning rate after every batch. 2025-07-24T04:20:29.0814790Z `step` should be called after a batch has been used for training. 2025-07-24T04:20:29.0814980Z 2025-07-24T04:20:29.0815050Z This scheduler is not chainable. 2025-07-24T04:20:29.0815170Z 2025-07-24T04:20:29.0815330Z Note also that the total number of steps in the cycle can be determined in one 2025-07-24T04:20:29.0815620Z of two ways (listed in order of precedence): 2025-07-24T04:20:29.0815770Z 2025-07-24T04:20:29.0815860Z #. A value for total_steps is explicitly provided. 2025-07-24T04:20:29.0816130Z #. A number of epochs (epochs) and a number of steps per epoch 2025-07-24T04:20:29.0816380Z (steps_per_epoch) are provided. 2025-07-24T04:20:29.0816610Z In this case, the number of total steps is inferred by 2025-07-24T04:20:29.0816850Z total_steps = epochs * steps_per_epoch 2025-07-24T04:20:29.0816990Z 2025-07-24T04:20:29.0817140Z You must either provide a value for total_steps or provide a value for both 2025-07-24T04:20:29.0817420Z epochs and steps_per_epoch. 2025-07-24T04:20:29.0817540Z 2025-07-24T04:20:29.0817720Z The default behaviour of this scheduler follows the fastai implementation of 1cycle, which 2025-07-24T04:20:29.0818150Z claims that "unpublished work has shown even better results by using only two phases". To 2025-07-24T04:20:29.0818540Z mimic the behaviour of the original paper instead, set ``three_phase=True``. 2025-07-24T04:20:29.0818760Z 2025-07-24T04:20:29.0818840Z Args: 2025-07-24T04:20:29.0818990Z optimizer (Optimizer): Wrapped optimizer. 2025-07-24T04:20:29.0819260Z max_lr (float or list): Upper learning rate boundaries in the cycle 2025-07-24T04:20:29.0819520Z for each parameter group. 2025-07-24T04:20:29.0819770Z total_steps (int): The total number of steps in the cycle. Note that 2025-07-24T04:20:29.0820110Z if a value is not provided here, then it must be inferred by providing 2025-07-24T04:20:29.0820390Z a value for epochs and steps_per_epoch. 2025-07-24T04:20:29.0820590Z Default: None 2025-07-24T04:20:29.0820820Z epochs (int): The number of epochs to train for. This is used along 2025-07-24T04:20:29.0821190Z with steps_per_epoch in order to infer the total number of steps in the cycle 2025-07-24T04:20:29.0821490Z if a value for total_steps is not provided. 2025-07-24T04:20:29.0821690Z Default: None 2025-07-24T04:20:29.0821930Z steps_per_epoch (int): The number of steps per epoch to train for. This is 2025-07-24T04:20:29.0822280Z used along with epochs in order to infer the total number of steps in the 2025-07-24T04:20:29.0822580Z cycle if a value for total_steps is not provided. 2025-07-24T04:20:29.0822800Z Default: None 2025-07-24T04:20:29.0823030Z pct_start (float): The percentage of the cycle (in number of steps) spent 2025-07-24T04:20:29.0823430Z increasing the learning rate. 2025-07-24T04:20:29.0823620Z Default: 0.3 2025-07-24T04:20:29.0823800Z anneal_strategy (str): {'cos', 'linear'} 2025-07-24T04:20:29.0824120Z Specifies the annealing strategy: "cos" for cosine annealing, "linear" for 2025-07-24T04:20:29.0824400Z linear annealing. 2025-07-24T04:20:29.0824560Z Default: 'cos' 2025-07-24T04:20:29.0824790Z cycle_momentum (bool): If ``True``, momentum is cycled inversely 2025-07-24T04:20:29.0825090Z to learning rate between 'base_momentum' and 'max_momentum'. 2025-07-24T04:20:29.0825320Z Default: True 2025-07-24T04:20:29.0825550Z base_momentum (float or list): Lower momentum boundaries in the cycle 2025-07-24T04:20:29.0825890Z for each parameter group. Note that momentum is cycled inversely 2025-07-24T04:20:29.0826180Z to learning rate; at the peak of a cycle, momentum is 2025-07-24T04:20:29.0826440Z 'base_momentum' and learning rate is 'max_lr'. 2025-07-24T04:20:29.0826640Z Default: 0.85 2025-07-24T04:20:29.0826880Z max_momentum (float or list): Upper momentum boundaries in the cycle 2025-07-24T04:20:29.0827160Z for each parameter group. Functionally, 2025-07-24T04:20:29.0827430Z it defines the cycle amplitude (max_momentum - base_momentum). 2025-07-24T04:20:29.0827690Z Note that momentum is cycled inversely 2025-07-24T04:20:29.0827960Z to learning rate; at the start of a cycle, momentum is 'max_momentum' 2025-07-24T04:20:29.0828220Z and learning rate is 'base_lr' 2025-07-24T04:20:29.0828400Z Default: 0.95 2025-07-24T04:20:29.0828620Z div_factor (float): Determines the initial learning rate via 2025-07-24T04:20:29.0828870Z initial_lr = max_lr/div_factor 2025-07-24T04:20:29.0829050Z Default: 25 2025-07-24T04:20:29.0829280Z final_div_factor (float): Determines the minimum learning rate via 2025-07-24T04:20:29.0829550Z min_lr = initial_lr/final_div_factor 2025-07-24T04:20:29.0829740Z Default: 1e4 2025-07-24T04:20:29.0830000Z three_phase (bool): If ``True``, use a third phase of the schedule to annihilate the 2025-07-24T04:20:29.0830370Z learning rate according to 'final_div_factor' instead of modifying the second 2025-07-24T04:20:29.0830740Z phase (the first two phases will be symmetrical about the step indicated by 2025-07-24T04:20:29.0831010Z 'pct_start'). 2025-07-24T04:20:29.0831300Z last_epoch (int): The index of the last batch. This parameter is used when 2025-07-24T04:20:29.0831640Z resuming a training job. Since `step()` should be invoked after each 2025-07-24T04:20:29.0831980Z batch instead of after each epoch, this number represents the total 2025-07-24T04:20:29.0832320Z number of *batches* computed, not the total number of epochs computed. 2025-07-24T04:20:29.0832650Z When last_epoch=-1, the schedule is started from the beginning. 2025-07-24T04:20:29.0832890Z Default: -1 2025-07-24T04:20:29.0832980Z 2025-07-24T04:20:29.0833040Z Example: 2025-07-24T04:20:29.0833170Z >>> # xdoctest: +SKIP 2025-07-24T04:20:29.0833400Z >>> data_loader = torch.utils.data.DataLoader(...) 2025-07-24T04:20:29.0833710Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=1e-4, momentum=0.9) 2025-07-24T04:20:29.0834020Z >>> scheduler = torch.optim.lr_scheduler.OneCycleLR( 2025-07-24T04:20:29.0834320Z ... optimizer, max_lr=0.01, steps_per_epoch=len(data_loader), epochs=10 2025-07-24T04:20:29.0834570Z ... ) 2025-07-24T04:20:29.0834700Z >>> for epoch in range(10): 2025-07-24T04:20:29.0834890Z >>> for batch in data_loader: 2025-07-24T04:20:29.0835080Z >>> train_batch(...) 2025-07-24T04:20:29.0835260Z >>> optimizer.step() 2025-07-24T04:20:29.0835460Z >>> scheduler.step() 2025-07-24T04:20:29.0835580Z 2025-07-24T04:20:29.0835680Z .. image:: ../scripts/lr_scheduler_images/OneCycleLR.png 2025-07-24T04:20:29.0835850Z 2025-07-24T04:20:29.0836080Z .. _Super-Convergence\: Very Fast Training of Neural Networks Using Large Learning Rates: 2025-07-24T04:20:29.0836400Z https://arxiv.org/abs/1708.07120 2025-07-24T04:20:29.0836570Z 2025-07-24T04:20:29.0836790Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.0837010Z 2025-07-24T04:20:29.0837390Z msg = Cannot scrape callname=AveragedModel in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/swa_utils.py line=120. 2025-07-24T04:20:29.0837990Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.0838430Z Implements averaged model for Stochastic Weight Averaging (SWA) and Exponential Moving Average (EMA). 2025-07-24T04:20:29.0838710Z 2025-07-24T04:20:29.0838860Z Stochastic Weight Averaging was proposed in `Averaging Weights Leads to 2025-07-24T04:20:29.0839220Z Wider Optima and Better Generalization`_ by Pavel Izmailov, Dmitrii 2025-07-24T04:20:29.0844340Z Podoprikhin, Timur Garipov, Dmitry Vetrov and Andrew Gordon Wilson 2025-07-24T04:20:29.0844600Z (UAI 2018). 2025-07-24T04:20:29.0844690Z 2025-07-24T04:20:29.0844820Z Exponential Moving Average is a variation of `Polyak averaging`_, 2025-07-24T04:20:29.0845170Z but using exponential weights instead of equal weights across iterations. 2025-07-24T04:20:29.0845390Z 2025-07-24T04:20:29.0845530Z AveragedModel class creates a copy of the provided module :attr:`model` 2025-07-24T04:20:29.0845890Z on the device :attr:`device` and allows to compute running averages of the 2025-07-24T04:20:29.0846160Z parameters of the :attr:`model`. 2025-07-24T04:20:29.0846280Z 2025-07-24T04:20:29.0846330Z Args: 2025-07-24T04:20:29.0846500Z model (torch.nn.Module): model to use with SWA/EMA 2025-07-24T04:20:29.0846810Z device (torch.device, optional): if provided, the averaged model will be 2025-07-24T04:20:29.0847080Z stored on the :attr:`device` 2025-07-24T04:20:29.0847340Z avg_fn (function, optional): the averaging function used to update 2025-07-24T04:20:29.0847670Z parameters; the function must take in the current value of the 2025-07-24T04:20:29.0848000Z :class:`AveragedModel` parameter, the current value of :attr:`model` 2025-07-24T04:20:29.0848320Z parameter, and the number of models already averaged; if None, 2025-07-24T04:20:29.0848700Z an equally weighted average is used (default: None) 2025-07-24T04:20:29.0849010Z multi_avg_fn (function, optional): the averaging function used to update 2025-07-24T04:20:29.0849350Z parameters inplace; the function must take in the current values of the 2025-07-24T04:20:29.0849740Z :class:`AveragedModel` parameters as a list, the current values of :attr:`model` 2025-07-24T04:20:29.0850110Z parameters as a list, and the number of models already averaged; if None, 2025-07-24T04:20:29.0850420Z an equally weighted average is used (default: None) 2025-07-24T04:20:29.0850710Z use_buffers (bool): if ``True``, it will compute running averages for 2025-07-24T04:20:29.0851060Z both the parameters and the buffers of the model. (default: ``False``) 2025-07-24T04:20:29.0851270Z 2025-07-24T04:20:29.0851320Z Example: 2025-07-24T04:20:29.0851470Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:29.0851700Z >>> loader, optimizer, model, loss_fn = ... 2025-07-24T04:20:29.0851950Z >>> swa_model = torch.optim.swa_utils.AveragedModel(model) 2025-07-24T04:20:29.0852270Z >>> scheduler = torch.optim.lr_scheduler.CosineAnnealingLR(optimizer, 2025-07-24T04:20:29.0852550Z >>> T_max=300) 2025-07-24T04:20:29.0852770Z >>> swa_start = 160 2025-07-24T04:20:29.0852970Z >>> swa_scheduler = SWALR(optimizer, swa_lr=0.05) 2025-07-24T04:20:29.0853180Z >>> for i in range(300): 2025-07-24T04:20:29.0853400Z >>> for input, target in loader: 2025-07-24T04:20:29.0853600Z >>> optimizer.zero_grad() 2025-07-24T04:20:29.0853830Z >>> loss_fn(model(input), target).backward() 2025-07-24T04:20:29.0854040Z >>> optimizer.step() 2025-07-24T04:20:29.0854220Z >>> if i > swa_start: 2025-07-24T04:20:29.0854430Z >>> swa_model.update_parameters(model) 2025-07-24T04:20:29.0854640Z >>> swa_scheduler.step() 2025-07-24T04:20:29.0854820Z >>> else: 2025-07-24T04:20:29.0854970Z >>> scheduler.step() 2025-07-24T04:20:29.0855140Z >>> 2025-07-24T04:20:29.0855310Z >>> # Update bn statistics for the swa_model at the end 2025-07-24T04:20:29.0855570Z >>> torch.optim.swa_utils.update_bn(loader, swa_model) 2025-07-24T04:20:29.0855740Z 2025-07-24T04:20:29.0855920Z You can also use custom averaging functions with the `avg_fn` or `multi_avg_fn` parameters. 2025-07-24T04:20:29.0856290Z If no averaging function is provided, the default is to compute 2025-07-24T04:20:29.0856570Z equally-weighted average of the weights (SWA). 2025-07-24T04:20:29.0856730Z 2025-07-24T04:20:29.0856780Z Example: 2025-07-24T04:20:29.0856930Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:29.0857200Z >>> # Compute exponential moving averages of the weights and buffers 2025-07-24T04:20:29.0857510Z >>> ema_model = torch.optim.swa_utils.AveragedModel(model, 2025-07-24T04:20:29.0857810Z >>> torch.optim.swa_utils.get_ema_multi_avg_fn(0.9), use_buffers=True) 2025-07-24T04:20:29.0858020Z 2025-07-24T04:20:29.0858070Z .. note:: 2025-07-24T04:20:29.0858290Z When using SWA/EMA with models containing Batch Normalization you may 2025-07-24T04:20:29.0858620Z need to update the activation statistics for Batch Normalization. 2025-07-24T04:20:29.0858960Z This can be done either by using the :meth:`torch.optim.swa_utils.update_bn` 2025-07-24T04:20:29.0859310Z or by setting :attr:`use_buffers` to `True`. The first approach updates the 2025-07-24T04:20:29.0859670Z statistics in a post-training step by passing data through the model. The 2025-07-24T04:20:29.0860020Z second does it during the parameter update phase by averaging all buffers. 2025-07-24T04:20:29.0860430Z Empirical evidence has shown that updating the statistics in normalization 2025-07-24T04:20:29.0860790Z layers increases accuracy, but you may wish to empirically test which 2025-07-24T04:20:29.0861080Z approach yields the best results in your problem. 2025-07-24T04:20:29.0861250Z 2025-07-24T04:20:29.0861300Z .. note:: 2025-07-24T04:20:29.0861530Z :attr:`avg_fn` and `multi_avg_fn` are not saved in the :meth:`state_dict` of the model. 2025-07-24T04:20:29.0861760Z 2025-07-24T04:20:29.0861810Z .. note:: 2025-07-24T04:20:29.0862010Z When :meth:`update_parameters` is called for the first time (i.e. 2025-07-24T04:20:29.0862310Z :attr:`n_averaged` is `0`) the parameters of `model` are copied 2025-07-24T04:20:29.0862660Z to the parameters of :class:`AveragedModel`. For every subsequent 2025-07-24T04:20:29.0862970Z call of :meth:`update_parameters` the function `avg_fn` is used 2025-07-24T04:20:29.0863210Z to update the parameters. 2025-07-24T04:20:29.0863340Z 2025-07-24T04:20:29.0863470Z .. _Averaging Weights Leads to Wider Optima and Better Generalization: 2025-07-24T04:20:29.0863750Z https://arxiv.org/abs/1803.05407 2025-07-24T04:20:29.0864030Z .. _There Are Many Consistent Explanations of Unlabeled Data: Why You Should 2025-07-24T04:20:29.0864290Z Average: 2025-07-24T04:20:29.0864430Z https://arxiv.org/abs/1806.05594 2025-07-24T04:20:29.0864710Z .. _SWALP: Stochastic Weight Averaging in Low-Precision Training: 2025-07-24T04:20:29.0864970Z https://arxiv.org/abs/1904.11943 2025-07-24T04:20:29.0865270Z .. _Stochastic Weight Averaging in Parallel: Large-Batch Training That 2025-07-24T04:20:29.0865530Z Generalizes Well: 2025-07-24T04:20:29.0865700Z https://arxiv.org/abs/2001.02312 2025-07-24T04:20:29.0865890Z .. _Polyak averaging: 2025-07-24T04:20:29.0866090Z https://paperswithcode.com/method/polyak-averaging 2025-07-24T04:20:29.0866320Z 2025-07-24T04:20:29.0866540Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.1167740Z 2025-07-24T04:20:29.1168320Z msg = Cannot scrape callname=SWALR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/swa_utils.py line=375. 2025-07-24T04:20:29.1168960Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.1169330Z Anneals the learning rate in each parameter group to a fixed value. 2025-07-24T04:20:29.1169530Z 2025-07-24T04:20:29.1169680Z This learning rate scheduler is meant to be used with Stochastic Weight 2025-07-24T04:20:29.1170030Z Averaging (SWA) method (see `torch.optim.swa_utils.AveragedModel`). 2025-07-24T04:20:29.1170240Z 2025-07-24T04:20:29.1170290Z Args: 2025-07-24T04:20:29.1170480Z optimizer (torch.optim.Optimizer): wrapped optimizer 2025-07-24T04:20:29.1170790Z swa_lrs (float or list): the learning rate value for all param groups 2025-07-24T04:20:29.1171080Z together or separately for each group. 2025-07-24T04:20:29.1171360Z annealing_epochs (int): number of epochs in the annealing phase 2025-07-24T04:20:29.1171610Z (default: 10) 2025-07-24T04:20:29.1171850Z annealing_strategy (str): "cos" or "linear"; specifies the annealing 2025-07-24T04:20:29.1172190Z strategy: "cos" for cosine annealing, "linear" for linear annealing 2025-07-24T04:20:29.1172440Z (default: "cos") 2025-07-24T04:20:29.1172660Z last_epoch (int): the index of the last epoch (default: -1) 2025-07-24T04:20:29.1172840Z 2025-07-24T04:20:29.1172950Z The :class:`SWALR` scheduler can be used together with other 2025-07-24T04:20:29.1173270Z schedulers to switch to a constant learning rate late in the training 2025-07-24T04:20:29.1173530Z as in the example below. 2025-07-24T04:20:29.1173640Z 2025-07-24T04:20:29.1173690Z Example: 2025-07-24T04:20:29.1173850Z >>> # xdoctest: +SKIP("Undefined variables") 2025-07-24T04:20:29.1174220Z >>> loader, optimizer, model = ... 2025-07-24T04:20:29.1174420Z >>> lr_lambda = lambda epoch: 0.9 2025-07-24T04:20:29.1174690Z >>> scheduler = torch.optim.lr_scheduler.MultiplicativeLR(optimizer, 2025-07-24T04:20:29.1174950Z >>> lr_lambda=lr_lambda) 2025-07-24T04:20:29.1175190Z >>> swa_scheduler = torch.optim.swa_utils.SWALR(optimizer, 2025-07-24T04:20:29.1175470Z >>> anneal_strategy="linear", anneal_epochs=20, swa_lr=0.05) 2025-07-24T04:20:29.1175710Z >>> swa_start = 160 2025-07-24T04:20:29.1175870Z >>> for i in range(300): 2025-07-24T04:20:29.1176060Z >>> for input, target in loader: 2025-07-24T04:20:29.1176320Z >>> optimizer.zero_grad() 2025-07-24T04:20:29.1176540Z >>> loss_fn(model(input), target).backward() 2025-07-24T04:20:29.1176760Z >>> optimizer.step() 2025-07-24T04:20:29.1176940Z >>> if i > swa_start: 2025-07-24T04:20:29.1177130Z >>> swa_scheduler.step() 2025-07-24T04:20:29.1177300Z >>> else: 2025-07-24T04:20:29.1177450Z >>> scheduler.step() 2025-07-24T04:20:29.1177580Z 2025-07-24T04:20:29.1177710Z .. _Averaging Weights Leads to Wider Optima and Better Generalization: 2025-07-24T04:20:29.1177990Z https://arxiv.org/abs/1803.05407 2025-07-24T04:20:29.1178170Z 2025-07-24T04:20:29.1178450Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.1178670Z 2025-07-24T04:20:29.1179130Z msg = Cannot scrape callname=Optimizer.load_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/optimizer.py line=867. 2025-07-24T04:20:29.1179760Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.1180040Z Load the optimizer state. 2025-07-24T04:20:29.1180140Z 2025-07-24T04:20:29.1180190Z Args: 2025-07-24T04:20:29.1180400Z state_dict (dict): optimizer state. Should be an object returned 2025-07-24T04:20:29.1180670Z from a call to :meth:`state_dict`. 2025-07-24T04:20:29.1180820Z 2025-07-24T04:20:29.1180880Z .. warning:: 2025-07-24T04:20:29.1181190Z Make sure this method is called after initializing :class:`torch.optim.lr_scheduler.LRScheduler`, 2025-07-24T04:20:29.1181600Z as calling it beforehand will overwrite the loaded learning rates. 2025-07-24T04:20:29.1181810Z 2025-07-24T04:20:29.1181850Z .. note:: 2025-07-24T04:20:29.1182130Z The names of the parameters (if they exist under the "param_names" key of each param group 2025-07-24T04:20:29.1182500Z in :meth:`state_dict`) will not affect the loading process. 2025-07-24T04:20:29.1182880Z To use the parameters' names for custom cases (such as when the parameters in the loaded state dict 2025-07-24T04:20:29.1183250Z differ from those initialized in the optimizer), 2025-07-24T04:20:29.1183620Z a custom ``register_load_state_dict_pre_hook`` should be implemented to adapt the loaded dict 2025-07-24T04:20:29.1183940Z accordingly. 2025-07-24T04:20:29.1184230Z If ``param_names`` exist in loaded state dict ``param_groups`` they will be saved and override 2025-07-24T04:20:29.1184680Z the current names, if present, in the optimizer state. If they do not exist in loaded state dict, 2025-07-24T04:20:29.1185050Z the optimizer ``param_names`` will remain unchanged. 2025-07-24T04:20:29.1185220Z 2025-07-24T04:20:29.1185280Z Example: 2025-07-24T04:20:29.1185420Z >>> # xdoctest: +SKIP 2025-07-24T04:20:29.1185610Z >>> model = torch.nn.Linear(10, 10) 2025-07-24T04:20:29.1185850Z >>> optim = torch.optim.SGD(model.parameters(), lr=3e-4) 2025-07-24T04:20:29.1186130Z >>> scheduler1 = torch.optim.lr_scheduler.LinearLR( 2025-07-24T04:20:29.1186350Z ... optim, 2025-07-24T04:20:29.1186570Z ... start_factor=0.1, 2025-07-24T04:20:29.1186750Z ... end_factor=1, 2025-07-24T04:20:29.1186920Z ... total_iters=20, 2025-07-24T04:20:29.1187090Z ... ) 2025-07-24T04:20:29.1187290Z >>> scheduler2 = torch.optim.lr_scheduler.CosineAnnealingLR( 2025-07-24T04:20:29.1187520Z ... optim, 2025-07-24T04:20:29.1187670Z ... T_max=80, 2025-07-24T04:20:29.1187840Z ... eta_min=3e-5, 2025-07-24T04:20:29.1188000Z ... ) 2025-07-24T04:20:29.1188180Z >>> lr = torch.optim.lr_scheduler.SequentialLR( 2025-07-24T04:20:29.1188380Z ... optim, 2025-07-24T04:20:29.1188600Z ... schedulers=[scheduler1, scheduler2], 2025-07-24T04:20:29.1188800Z ... milestones=[20], 2025-07-24T04:20:29.1188970Z ... ) 2025-07-24T04:20:29.1189150Z >>> lr.load_state_dict(torch.load("./save_seq.pt")) 2025-07-24T04:20:29.1189430Z >>> # now load the optimizer checkpoint after loading the LRScheduler 2025-07-24T04:20:29.1189730Z >>> optim.load_state_dict(torch.load("./save_optim.pt")) 2025-07-24T04:20:29.1189910Z 2025-07-24T04:20:29.1189950Z 2025-07-24T04:20:29.1190170Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.1190390Z 2025-07-24T04:20:29.1190840Z msg = Cannot scrape callname=SelectiveCheckpointContext in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/checkpoint.py line=1218. 2025-07-24T04:20:29.1191540Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.1191770Z 2025-07-24T04:20:29.1191900Z Context passed to policy function during selective checkpointing. 2025-07-24T04:20:29.1192100Z 2025-07-24T04:20:29.1192240Z This class is used to pass relevant metadata to the policy function during 2025-07-24T04:20:29.1192610Z selective checkpointing. The metadata includes whether the current invocation 2025-07-24T04:20:29.1192940Z of the policy function is during recomputation or not. 2025-07-24T04:20:29.1193110Z 2025-07-24T04:20:29.1193160Z Example: 2025-07-24T04:20:29.1193280Z >>> # xdoctest: +SKIP(stub) 2025-07-24T04:20:29.1193440Z >>> 2025-07-24T04:20:29.1193580Z >>> def policy_fn(ctx, op, *args, **kwargs): 2025-07-24T04:20:29.1193790Z >>> print(ctx.is_recompute) 2025-07-24T04:20:29.1193950Z >>> 2025-07-24T04:20:29.1194180Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, policy_fn) 2025-07-24T04:20:29.1194460Z >>> 2025-07-24T04:20:29.1194620Z >>> out = torch.utils.checkpoint.checkpoint( 2025-07-24T04:20:29.1194810Z >>> fn, x, y, 2025-07-24T04:20:29.1194960Z >>> use_reentrant=False, 2025-07-24T04:20:29.1195130Z >>> context_fn=context_fn, 2025-07-24T04:20:29.1195300Z >>> ) 2025-07-24T04:20:29.1195370Z 2025-07-24T04:20:29.1195520Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.1195740Z 2025-07-24T04:20:29.1196180Z msg = Cannot scrape callname=create_selective_checkpoint_contexts in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/checkpoint.py line=1358. 2025-07-24T04:20:29.1196840Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.1197070Z 2025-07-24T04:20:29.1197210Z Helper to avoid recomputing certain ops during activation checkpointing. 2025-07-24T04:20:29.1197430Z 2025-07-24T04:20:29.1197560Z Use this with `torch.utils.checkpoint.checkpoint` to control which 2025-07-24T04:20:29.1197850Z operations are recomputed during the backward pass. 2025-07-24T04:20:29.1198020Z 2025-07-24T04:20:29.1198060Z Args: 2025-07-24T04:20:29.1198190Z policy_fn_or_list (Callable or List): 2025-07-24T04:20:29.1198420Z - If a policy function is provided, it should accept a 2025-07-24T04:20:29.1198830Z :class:`SelectiveCheckpointContext`, the :class:`OpOverload`, args and 2025-07-24T04:20:29.1199170Z kwargs to the op, and return a :class:`CheckpointPolicy` enum value 2025-07-24T04:20:29.1199510Z indicating whether the execution of the op should be recomputed or not. 2025-07-24T04:20:29.1199850Z - If a list of operations is provided, it is equivalent to a policy 2025-07-24T04:20:29.1200170Z returning `CheckpointPolicy.MUST_SAVE` for the specified 2025-07-24T04:20:29.1200480Z operations and `CheckpointPolicy.PREFER_RECOMPUTE` for all other 2025-07-24T04:20:29.1200720Z operations. 2025-07-24T04:20:29.1200950Z allow_cache_entry_mutation (bool, optional): By default, an error is 2025-07-24T04:20:29.1201300Z raised if any tensors cached by selective activation checkpoint are 2025-07-24T04:20:29.1201630Z mutated in order to ensure correctness. If set to `True`, this check 2025-07-24T04:20:29.1201910Z is disabled. 2025-07-24T04:20:29.1202050Z Returns: 2025-07-24T04:20:29.1202180Z A tuple of two context managers. 2025-07-24T04:20:29.1202300Z 2025-07-24T04:20:29.1202350Z Example: 2025-07-24T04:20:29.1202480Z >>> # xdoctest: +REQUIRES(LINUX) 2025-07-24T04:20:29.1202660Z >>> import functools 2025-07-24T04:20:29.1202800Z >>> 2025-07-24T04:20:29.1202940Z >>> x = torch.rand(10, 10, requires_grad=True) 2025-07-24T04:20:29.1203220Z >>> y = torch.rand(10, 10, requires_grad=True) 2025-07-24T04:20:29.1203410Z >>> 2025-07-24T04:20:29.1203520Z >>> ops_to_save = [ 2025-07-24T04:20:29.1203690Z >>> torch.ops.aten.mm.default, 2025-07-24T04:20:29.1203860Z >>> ] 2025-07-24T04:20:29.1204010Z >>> 2025-07-24T04:20:29.1204150Z >>> def policy_fn(ctx, op, *args, **kwargs): 2025-07-24T04:20:29.1204350Z >>> if op in ops_to_save: 2025-07-24T04:20:29.1204540Z >>> return CheckpointPolicy.MUST_SAVE 2025-07-24T04:20:29.1204730Z >>> else: 2025-07-24T04:20:29.1204900Z >>> return CheckpointPolicy.PREFER_RECOMPUTE 2025-07-24T04:20:29.1205110Z >>> 2025-07-24T04:20:29.1205340Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, policy_fn) 2025-07-24T04:20:29.1205610Z >>> 2025-07-24T04:20:29.1205730Z >>> # or equivalently 2025-07-24T04:20:29.1206000Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, ops_to_save) 2025-07-24T04:20:29.1206270Z >>> 2025-07-24T04:20:29.1206380Z >>> def fn(x, y): 2025-07-24T04:20:29.1206590Z >>> return torch.sigmoid(torch.matmul(torch.matmul(x, y), y)) * y 2025-07-24T04:20:29.1206830Z >>> 2025-07-24T04:20:29.1206980Z >>> out = torch.utils.checkpoint.checkpoint( 2025-07-24T04:20:29.1207180Z >>> fn, x, y, 2025-07-24T04:20:29.1207330Z >>> use_reentrant=False, 2025-07-24T04:20:29.1207500Z >>> context_fn=context_fn, 2025-07-24T04:20:29.1207660Z >>> ) 2025-07-24T04:20:29.1207730Z 2025-07-24T04:20:29.1207890Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.1208110Z 2025-07-24T04:20:29.1208540Z msg = Cannot scrape callname=ThroughputBenchmark in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/throughput_benchmark.py line=61. 2025-07-24T04:20:29.1209180Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.1209400Z 2025-07-24T04:20:29.1209590Z This class is a wrapper around a c++ component throughput_benchmark::ThroughputBenchmark. 2025-07-24T04:20:29.1209830Z 2025-07-24T04:20:29.1210010Z This wrapper on the throughput_benchmark::ThroughputBenchmark component is responsible 2025-07-24T04:20:29.1210410Z for executing a PyTorch module (nn.Module or ScriptModule) under an inference 2025-07-24T04:20:29.1210770Z server like load. It can emulate multiple calling threads to a single module 2025-07-24T04:20:29.1211120Z provided. In the future we plan to enhance this component to support inter and 2025-07-24T04:20:29.1211540Z intra-op parallelism as well as multiple models running in a single process. 2025-07-24T04:20:29.1211760Z 2025-07-24T04:20:29.1211910Z Please note that even though nn.Module is supported, it might incur an overhead 2025-07-24T04:20:29.1212270Z from the need to hold GIL every time we execute Python code or pass around 2025-07-24T04:20:29.1212610Z inputs as Python objects. As soon as you have a ScriptModule version of your 2025-07-24T04:20:29.1212960Z model for inference deployment it is better to switch to using it in this 2025-07-24T04:20:29.1213220Z benchmark. 2025-07-24T04:20:29.1213300Z 2025-07-24T04:20:29.1213350Z Example:: 2025-07-24T04:20:29.1213420Z 2025-07-24T04:20:29.1213490Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:29.1213760Z >>> from torch.utils import ThroughputBenchmark 2025-07-24T04:20:29.1213990Z >>> bench = ThroughputBenchmark(my_module) 2025-07-24T04:20:29.1214230Z >>> # Pre-populate benchmark's data set with the inputs 2025-07-24T04:20:29.1214450Z >>> for input in inputs: 2025-07-24T04:20:29.1219700Z ... # Both args and kwargs work, same as any PyTorch Module / ScriptModule 2025-07-24T04:20:29.1219990Z ... bench.add_input(input[0], x2=input[1]) 2025-07-24T04:20:29.1220260Z >>> # Inputs supplied above are randomly used during the execution 2025-07-24T04:20:29.1220510Z >>> stats = bench.benchmark( 2025-07-24T04:20:29.1220690Z ... num_calling_threads=4, 2025-07-24T04:20:29.1220960Z ... num_warmup_iters = 100, 2025-07-24T04:20:29.1221150Z ... num_iters = 1000, 2025-07-24T04:20:29.1221300Z ... ) 2025-07-24T04:20:29.1221570Z >>> print("Avg latency (ms): {}".format(stats.latency_avg_ms)) 2025-07-24T04:20:29.1221870Z >>> print("Number of iterations: {}".format(stats.num_iters)) 2025-07-24T04:20:29.1222050Z 2025-07-24T04:20:29.1222200Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.1222450Z 2025-07-24T04:20:29.1222860Z msg = Cannot scrape callname=register_pytree_node in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py line=134. 2025-07-24T04:20:29.1223470Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.1223780Z Register a container-like type as pytree node. 2025-07-24T04:20:29.1223930Z 2025-07-24T04:20:29.1223970Z Args: 2025-07-24T04:20:29.1224160Z cls (type): A Python type to treat as an internal pytree node. 2025-07-24T04:20:29.1224510Z flatten_fn (callable): A function to be used during flattening, taking an instance of 2025-07-24T04:20:29.1224900Z ``cls`` and returning a pair, with (1) an iterable for the children to be flattened 2025-07-24T04:20:29.1225300Z recursively, and (2) some hashable auxiliary data to be stored in the treespec and to be 2025-07-24T04:20:29.1225620Z passed to the ``unflatten_fn``. 2025-07-24T04:20:29.1225920Z unflatten_fn (callable): A function taking two arguments: the auxiliary data that was 2025-07-24T04:20:29.1226310Z returned by ``flatten_fn`` and stored in the treespec, and the unflattened children. 2025-07-24T04:20:29.1226640Z The function should return an instance of ``cls``. 2025-07-24T04:20:29.1226960Z serialized_type_name (str, optional): A keyword argument used to specify the fully 2025-07-24T04:20:29.1227300Z qualified name used when serializing the tree spec. 2025-07-24T04:20:29.1227650Z to_dumpable_context (callable, optional): An optional keyword argument to custom specify how 2025-07-24T04:20:29.1228070Z to convert the context of the pytree to a custom json dumpable representation. This is 2025-07-24T04:20:29.1228480Z used for json serialization, which is being used in :mod:`torch.export` right now. 2025-07-24T04:20:29.1228890Z from_dumpable_context (callable, optional): An optional keyword argument to custom specify 2025-07-24T04:20:29.1229340Z how to convert the custom json dumpable representation of the context back to the 2025-07-24T04:20:29.1229720Z original context. This is used for json deserialization, which is being used in 2025-07-24T04:20:29.1230020Z :mod:`torch.export` right now. 2025-07-24T04:20:29.1230160Z 2025-07-24T04:20:29.1230200Z Example:: 2025-07-24T04:20:29.1230290Z 2025-07-24T04:20:29.1230350Z >>> # xdoctest: +SKIP 2025-07-24T04:20:29.1230540Z >>> # Registry a Python type with lambda functions 2025-07-24T04:20:29.1230760Z >>> register_pytree_node( 2025-07-24T04:20:29.1230930Z ... set, 2025-07-24T04:20:29.1231090Z ... lambda s: (sorted(s), None, None), 2025-07-24T04:20:29.1231360Z ... lambda children, _: set(children), 2025-07-24T04:20:29.1231550Z ... ) 2025-07-24T04:20:29.1231670Z 2025-07-24T04:20:29.1231880Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.1232100Z 2025-07-24T04:20:29.1232500Z msg = Cannot scrape callname=CppExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1147. 2025-07-24T04:20:29.1233110Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.1233330Z 2025-07-24T04:20:29.1233420Z Create a :class:`setuptools.Extension` for C++. 2025-07-24T04:20:29.1233570Z 2025-07-24T04:20:29.1233780Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-07-24T04:20:29.1234140Z bare minimum (but often sufficient) arguments to build a C++ extension. 2025-07-24T04:20:29.1234380Z 2025-07-24T04:20:29.1234520Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-07-24T04:20:29.1234800Z constructor. Full list arguments can be found at 2025-07-24T04:20:29.1235150Z https://setuptools.pypa.io/en/latest/userguide/ext_modules.html#extension-api-reference 2025-07-24T04:20:29.1235410Z 2025-07-24T04:20:29.1235470Z .. warning:: 2025-07-24T04:20:29.1235690Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-07-24T04:20:29.1236020Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-07-24T04:20:29.1236340Z the user's responsibility in their library to not use APIs from 2025-07-24T04:20:29.1236670Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-07-24T04:20:29.1237020Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-07-24T04:20:29.1237350Z example, to give access to custom ops from python, the library should 2025-07-24T04:20:29.1237630Z register the ops through the dispatcher. 2025-07-24T04:20:29.1237770Z 2025-07-24T04:20:29.1237910Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-07-24T04:20:29.1238240Z as a compile flag when py_limited_api is specified as an option for 2025-07-24T04:20:29.1238560Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-07-24T04:20:29.1238890Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-07-24T04:20:29.1239290Z safety, and sanity in order to encourage best practices. To target a 2025-07-24T04:20:29.1239630Z different version, set min_supported_cpython to the hexcode of the 2025-07-24T04:20:29.1239880Z CPython version of choice. 2025-07-24T04:20:29.1240000Z 2025-07-24T04:20:29.1240050Z Example: 2025-07-24T04:20:29.1240160Z >>> # xdoctest: +SKIP 2025-07-24T04:20:29.1240360Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-07-24T04:20:29.1240580Z >>> from setuptools import setup 2025-07-24T04:20:29.1240850Z >>> from torch.utils.cpp_extension import BuildExtension, CppExtension 2025-07-24T04:20:29.1241100Z >>> setup( 2025-07-24T04:20:29.1241230Z ... name='extension', 2025-07-24T04:20:29.1241390Z ... ext_modules=[ 2025-07-24T04:20:29.1241550Z ... CppExtension( 2025-07-24T04:20:29.1241720Z ... name='extension', 2025-07-24T04:20:29.1242010Z ... sources=['extension.cpp'], 2025-07-24T04:20:29.1242220Z ... extra_compile_args=['-g'], 2025-07-24T04:20:29.1242450Z ... extra_link_args=['-Wl,--no-as-needed', '-lm']) 2025-07-24T04:20:29.1242660Z ... ], 2025-07-24T04:20:29.1242780Z ... cmdclass={ 2025-07-24T04:20:29.1242940Z ... 'build_ext': BuildExtension 2025-07-24T04:20:29.1243110Z ... }) 2025-07-24T04:20:29.1243190Z 2025-07-24T04:20:29.1243340Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.1243560Z 2025-07-24T04:20:29.1243960Z msg = Cannot scrape callname=CUDAExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1217. 2025-07-24T04:20:29.1244600Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.1244820Z 2025-07-24T04:20:29.1244920Z Create a :class:`setuptools.Extension` for CUDA/C++. 2025-07-24T04:20:29.1245080Z 2025-07-24T04:20:29.1245220Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-07-24T04:20:29.1245560Z bare minimum (but often sufficient) arguments to build a CUDA/C++ 2025-07-24T04:20:29.1245880Z extension. This includes the CUDA include path, library path and runtime 2025-07-24T04:20:29.1246130Z library. 2025-07-24T04:20:29.1246200Z 2025-07-24T04:20:29.1246340Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-07-24T04:20:29.1246620Z constructor. Full list arguments can be found at 2025-07-24T04:20:29.1247020Z https://setuptools.pypa.io/en/latest/userguide/ext_modules.html#extension-api-reference 2025-07-24T04:20:29.1247290Z 2025-07-24T04:20:29.1247330Z .. warning:: 2025-07-24T04:20:29.1247550Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-07-24T04:20:29.1247880Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-07-24T04:20:29.1248200Z the user's responsibility in their library to not use APIs from 2025-07-24T04:20:29.1248530Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-07-24T04:20:29.1248870Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-07-24T04:20:29.1249190Z example, to give access to custom ops from python, the library should 2025-07-24T04:20:29.1249460Z register the ops through the dispatcher. 2025-07-24T04:20:29.1249600Z 2025-07-24T04:20:29.1249740Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-07-24T04:20:29.1250070Z as a compile flag when py_limited_api is specified as an option for 2025-07-24T04:20:29.1250380Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-07-24T04:20:29.1250700Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-07-24T04:20:29.1251030Z safety, and sanity in order to encourage best practices. To target a 2025-07-24T04:20:29.1251360Z different version, set min_supported_cpython to the hexcode of the 2025-07-24T04:20:29.1251610Z CPython version of choice. 2025-07-24T04:20:29.1251730Z 2025-07-24T04:20:29.1251770Z Example: 2025-07-24T04:20:29.1251890Z >>> # xdoctest: +SKIP 2025-07-24T04:20:29.1252080Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-07-24T04:20:29.1252290Z >>> from setuptools import setup 2025-07-24T04:20:29.1252560Z >>> from torch.utils.cpp_extension import BuildExtension, CUDAExtension 2025-07-24T04:20:29.1252810Z >>> setup( 2025-07-24T04:20:29.1252940Z ... name='cuda_extension', 2025-07-24T04:20:29.1253110Z ... ext_modules=[ 2025-07-24T04:20:29.1253270Z ... CUDAExtension( 2025-07-24T04:20:29.1253450Z ... name='cuda_extension', 2025-07-24T04:20:29.1253680Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-07-24T04:20:29.1253930Z ... extra_compile_args={'cxx': ['-g'], 2025-07-24T04:20:29.1254210Z ... 'nvcc': ['-O2']}, 2025-07-24T04:20:29.1254460Z ... extra_link_args=['-Wl,--no-as-needed', '-lcuda']) 2025-07-24T04:20:29.1254660Z ... ], 2025-07-24T04:20:29.1254780Z ... cmdclass={ 2025-07-24T04:20:29.1254940Z ... 'build_ext': BuildExtension 2025-07-24T04:20:29.1255120Z ... }) 2025-07-24T04:20:29.1255190Z 2025-07-24T04:20:29.1255250Z Compute capabilities: 2025-07-24T04:20:29.1255340Z 2025-07-24T04:20:29.1255520Z By default the extension will be compiled to run on all archs of the cards visible during the 2025-07-24T04:20:29.1255950Z building process of the extension, plus PTX. If down the road a new card is installed the 2025-07-24T04:20:29.1256380Z extension may need to be recompiled. If a visible card has a compute capability (CC) that's 2025-07-24T04:20:29.1256800Z newer than the newest version for which your nvcc can build fully-compiled binaries, PyTorch 2025-07-24T04:20:29.1257220Z will make nvcc fall back to building kernels with the newest version of PTX your nvcc does 2025-07-24T04:20:29.1257530Z support (see below for details on PTX). 2025-07-24T04:20:29.1257660Z 2025-07-24T04:20:29.1257850Z You can override the default behavior using `TORCH_CUDA_ARCH_LIST` to explicitly specify which 2025-07-24T04:20:29.1258170Z CCs you want the extension to support: 2025-07-24T04:20:29.1258300Z 2025-07-24T04:20:29.1258440Z ``TORCH_CUDA_ARCH_LIST="6.1 8.6" python build_my_extension.py`` 2025-07-24T04:20:29.1258770Z ``TORCH_CUDA_ARCH_LIST="5.2 6.0 6.1 7.0 7.5 8.0 8.6+PTX" python build_my_extension.py`` 2025-07-24T04:20:29.1258980Z 2025-07-24T04:20:29.1259200Z The +PTX option causes extension kernel binaries to include PTX instructions for the specified 2025-07-24T04:20:29.1259730Z CC. PTX is an intermediate representation that allows kernels to runtime-compile for any CC >= 2025-07-24T04:20:29.1260160Z the specified CC (for example, 8.6+PTX generates PTX that can runtime-compile for any GPU with 2025-07-24T04:20:29.1260590Z CC >= 8.6). This improves your binary's forward compatibility. However, relying on older PTX to 2025-07-24T04:20:29.1261050Z provide forward compat by runtime-compiling for newer CCs can modestly reduce performance on 2025-07-24T04:20:29.1261470Z those newer CCs. If you know exact CC(s) of the GPUs you want to target, you're always better 2025-07-24T04:20:29.1261890Z off specifying them individually. For example, if you want your extension to run on 8.0 and 8.6, 2025-07-24T04:20:29.1262330Z "8.0+PTX" would work functionally because it includes PTX that can runtime-compile for 8.6, but 2025-07-24T04:20:29.1262640Z "8.0 8.6" would be better. 2025-07-24T04:20:29.1262750Z 2025-07-24T04:20:29.1262930Z Note that while it's possible to include all supported archs, the more archs get included the 2025-07-24T04:20:29.1263350Z slower the building process will be, as it will build a separate kernel image for each arch. 2025-07-24T04:20:29.1263590Z 2025-07-24T04:20:29.1263790Z Note that CUDA-11.5 nvcc will hit internal compiler error while parsing torch/extension.h on Windows. 2025-07-24T04:20:29.1264190Z To workaround the issue, move python binding logic to pure C++ file. 2025-07-24T04:20:29.1264380Z 2025-07-24T04:20:29.1264430Z Example use: 2025-07-24T04:20:29.1264560Z #include 2025-07-24T04:20:29.1264750Z at::Tensor SigmoidAlphaBlendForwardCuda(....) 2025-07-24T04:20:29.1264910Z 2025-07-24T04:20:29.1264950Z Instead of: 2025-07-24T04:20:29.1265080Z #include 2025-07-24T04:20:29.1265290Z torch::Tensor SigmoidAlphaBlendForwardCuda(...) 2025-07-24T04:20:29.1265460Z 2025-07-24T04:20:29.1265620Z Currently open issue for nvcc bug: https://github.com/pytorch/pytorch/issues/69460 2025-07-24T04:20:29.1266150Z Complete workaround code example: https://github.com/facebookresearch/pytorch3d/commit/cb170ac024a949f1f9614ffe6af1c38d972f7d48 2025-07-24T04:20:29.1266510Z 2025-07-24T04:20:29.1266570Z Relocatable device code linking: 2025-07-24T04:20:29.1266780Z 2025-07-24T04:20:29.1266950Z If you want to reference device symbols across compilation units (across object files), 2025-07-24T04:20:29.1267350Z the object files need to be built with `relocatable device code` (-rdc=true or -dc). 2025-07-24T04:20:29.1267870Z An exception to this rule is "dynamic parallelism" (nested kernel launches) which is not used a lot anymore. 2025-07-24T04:20:29.1268350Z `Relocatable device code` is less optimized so it needs to be used only on object files that need it. 2025-07-24T04:20:29.1268800Z Using `-dlto` (Device Link Time Optimization) at the device code compilation step and `dlink` step 2025-07-24T04:20:29.1269170Z helps reduce the protentional perf degradation of `-rdc`. 2025-07-24T04:20:29.1269510Z Note that it needs to be used at both steps to be useful. 2025-07-24T04:20:29.1269680Z 2025-07-24T04:20:29.1269900Z If you have `rdc` objects you need to have an extra `-dlink` (device linking) step before the CPU symbol linking step. 2025-07-24T04:20:29.1270290Z There is also a case where `-dlink` is used without `-rdc`: 2025-07-24T04:20:29.1270620Z when an extension is linked against a static lib containing rdc-compiled objects 2025-07-24T04:20:29.1270970Z like the [NVSHMEM library](https://developer.nvidia.com/nvshmem). 2025-07-24T04:20:29.1271160Z 2025-07-24T04:20:29.1271290Z Note: Ninja is required to build a CUDA Extension with RDC linking. 2025-07-24T04:20:29.1271480Z 2025-07-24T04:20:29.1271520Z Example: 2025-07-24T04:20:29.1271660Z >>> # xdoctest: +SKIP 2025-07-24T04:20:29.1271860Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-07-24T04:20:29.1272060Z >>> CUDAExtension( 2025-07-24T04:20:29.1272260Z ... name='cuda_extension', 2025-07-24T04:20:29.1272490Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-07-24T04:20:29.1272710Z ... dlink=True, 2025-07-24T04:20:29.1272880Z ... dlink_libraries=["dlink_lib"], 2025-07-24T04:20:29.1273090Z ... extra_compile_args={'cxx': ['-g'], 2025-07-24T04:20:29.1273310Z ... 'nvcc': ['-O2', '-rdc=true']}) 2025-07-24T04:20:29.1273460Z 2025-07-24T04:20:29.1273610Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.3504050Z 2025-07-24T04:20:29.3504760Z msg = Cannot scrape callname=SyclExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1408. 2025-07-24T04:20:29.3505480Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.3505720Z 2025-07-24T04:20:29.3505830Z Creates a :class:`setuptools.Extension` for SYCL/C++. 2025-07-24T04:20:29.3506010Z 2025-07-24T04:20:29.3506170Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-07-24T04:20:29.3506520Z bare minimum (but often sufficient) arguments to build a SYCL/C++ 2025-07-24T04:20:29.3506770Z extension. 2025-07-24T04:20:29.3506850Z 2025-07-24T04:20:29.3506980Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-07-24T04:20:29.3507230Z constructor. 2025-07-24T04:20:29.3507320Z 2025-07-24T04:20:29.3507380Z .. warning:: 2025-07-24T04:20:29.3507600Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-07-24T04:20:29.3507960Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-07-24T04:20:29.3508280Z the user's responsibility in their library to not use APIs from 2025-07-24T04:20:29.3508610Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-07-24T04:20:29.3508950Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-07-24T04:20:29.3509290Z example, to give access to custom ops from python, the library should 2025-07-24T04:20:29.3509570Z register the ops through the dispatcher. 2025-07-24T04:20:29.3509720Z 2025-07-24T04:20:29.3509850Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-07-24T04:20:29.3510360Z as a compile flag when py_limited_api is specified as an option for 2025-07-24T04:20:29.3510680Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-07-24T04:20:29.3511010Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-07-24T04:20:29.3511350Z safety, and sanity in order to encourage best practices. To target a 2025-07-24T04:20:29.3511680Z different version, set min_supported_cpython to the hexcode of the 2025-07-24T04:20:29.3511940Z CPython version of choice. 2025-07-24T04:20:29.3512050Z 2025-07-24T04:20:29.3512100Z Example: 2025-07-24T04:20:29.3512220Z >>> # xdoctest: +SKIP 2025-07-24T04:20:29.3512410Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-07-24T04:20:29.3512790Z >>> from torch.utils.cpp_extension import BuildExtension, SyclExtension 2025-07-24T04:20:29.3513050Z >>> setup( 2025-07-24T04:20:29.3513190Z ... name='xpu_extension', 2025-07-24T04:20:29.3513360Z ... ext_modules=[ 2025-07-24T04:20:29.3513520Z ... SyclExtension( 2025-07-24T04:20:29.3513690Z ... name='xpu_extension', 2025-07-24T04:20:29.3513930Z ... sources=['extension.cpp', 'extension_kernel.cpp'], 2025-07-24T04:20:29.3514230Z ... extra_compile_args={'cxx': ['-g', '-std=c++20', '-fPIC']}) 2025-07-24T04:20:29.3514450Z ... ], 2025-07-24T04:20:29.3514580Z ... cmdclass={ 2025-07-24T04:20:29.3514790Z ... 'build_ext': BuildExtension 2025-07-24T04:20:29.3514970Z ... }) 2025-07-24T04:20:29.3515050Z 2025-07-24T04:20:29.3515300Z By default the extension will be compiled to run on all archs of the cards visible during the 2025-07-24T04:20:29.3515710Z building process of the extension. If down the road a new card is installed the 2025-07-24T04:20:29.3516090Z extension may need to be recompiled. You can override the default behavior using 2025-07-24T04:20:29.3516500Z `TORCH_XPU_ARCH_LIST` to explicitly specify which device architectures you want the extension 2025-07-24T04:20:29.3516800Z to support: 2025-07-24T04:20:29.3516880Z 2025-07-24T04:20:29.3517010Z ``TORCH_XPU_ARCH_LIST="pvc,xe-lpg" python build_my_extension.py`` 2025-07-24T04:20:29.3517200Z 2025-07-24T04:20:29.3517380Z Note that while it's possible to include all supported archs, the more archs get included the 2025-07-24T04:20:29.3517800Z slower the building process will be, as it will build a separate kernel image for each arch. 2025-07-24T04:20:29.3518040Z 2025-07-24T04:20:29.3518130Z Note: Ninja is required to build SyclExtension. 2025-07-24T04:20:29.3518280Z 2025-07-24T04:20:29.3518430Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.3518650Z 2025-07-24T04:20:29.3519030Z msg = Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1585. 2025-07-24T04:20:29.3519610Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.3519840Z 2025-07-24T04:20:29.3519930Z Load a PyTorch C++ extension just-in-time (JIT). 2025-07-24T04:20:29.3520080Z 2025-07-24T04:20:29.3520210Z To load an extension, a Ninja build file is emitted, which is used to 2025-07-24T04:20:29.3520520Z compile the given sources into a dynamic library. This library is 2025-07-24T04:20:29.3520850Z subsequently loaded into the current Python process as a module and 2025-07-24T04:20:29.3521130Z returned from this function, ready for use. 2025-07-24T04:20:29.3521270Z 2025-07-24T04:20:29.3521400Z By default, the directory to which the build file is emitted and the 2025-07-24T04:20:29.3521740Z resulting library compiled to is ``/torch_extensions/``, where 2025-07-24T04:20:29.3522070Z ```` is the temporary folder on the current platform and ```` 2025-07-24T04:20:29.3522400Z the name of the extension. This location can be overridden in two ways. 2025-07-24T04:20:29.3522720Z First, if the ``TORCH_EXTENSIONS_DIR`` environment variable is set, it 2025-07-24T04:20:29.3523110Z replaces ``/torch_extensions`` and all extensions will be compiled 2025-07-24T04:20:29.3523440Z into subfolders of this directory. Second, if the ``build_directory`` 2025-07-24T04:20:29.3523780Z argument to this function is supplied, it overrides the entire path, i.e. 2025-07-24T04:20:29.3524090Z the library will be compiled into that folder directly. 2025-07-24T04:20:29.3524270Z 2025-07-24T04:20:29.3524400Z To compile the sources, the default system compiler (``c++``) is used, 2025-07-24T04:20:29.3524740Z which can be overridden by setting the ``CXX`` environment variable. To pass 2025-07-24T04:20:29.3525100Z additional arguments to the compilation process, ``extra_cflags`` or 2025-07-24T04:20:29.3525470Z ``extra_ldflags`` can be provided. For example, to compile your extension 2025-07-24T04:20:29.3525810Z with optimizations, pass ``extra_cflags=['-O3']``. You can also use 2025-07-24T04:20:29.3526100Z ``extra_cflags`` to pass further include directories. 2025-07-24T04:20:29.3526260Z 2025-07-24T04:20:29.3526400Z CUDA support with mixed compilation is provided. Simply pass CUDA source 2025-07-24T04:20:29.3526730Z files (``.cu`` or ``.cuh``) along with other sources. Such files will be 2025-07-24T04:20:29.3527050Z detected and compiled with nvcc rather than the C++ compiler. This includes 2025-07-24T04:20:29.3527400Z passing the CUDA lib64 directory as a library directory, and linking 2025-07-24T04:20:29.3527710Z ``cudart``. You can pass additional flags to nvcc via 2025-07-24T04:20:29.3528000Z ``extra_cuda_cflags``, just like with ``extra_cflags`` for C++. Various 2025-07-24T04:20:29.3533170Z heuristics for finding the CUDA install directory are used, which usually 2025-07-24T04:20:29.3533530Z work fine. If not, setting the ``CUDA_HOME`` environment variable is the 2025-07-24T04:20:29.3533780Z safest option. 2025-07-24T04:20:29.3533860Z 2025-07-24T04:20:29.3534010Z SYCL support with mixed compilation is provided. Simply pass SYCL source 2025-07-24T04:20:29.3534340Z files (``.sycl``) along with other sources. Such files will be detected 2025-07-24T04:20:29.3534670Z and compiled with SYCL compiler (such as Intel DPC++ Compiler) rather 2025-07-24T04:20:29.3534990Z than the C++ compiler. You can pass additional flags to SYCL compiler 2025-07-24T04:20:29.3535300Z via ``extra_sycl_cflags``, just like with ``extra_cflags`` for C++. 2025-07-24T04:20:29.3535610Z SYCL compiler is expected to be found via system PATH environment 2025-07-24T04:20:29.3535850Z variable. 2025-07-24T04:20:29.3535920Z 2025-07-24T04:20:29.3535970Z Args: 2025-07-24T04:20:29.3536170Z name: The name of the extension to build. This MUST be the same as the 2025-07-24T04:20:29.3536420Z name of the pybind11 module! 2025-07-24T04:20:29.3536670Z sources: A list of relative or absolute paths to C++ source files. 2025-07-24T04:20:29.3537000Z extra_cflags: optional list of compiler flags to forward to the build. 2025-07-24T04:20:29.3537330Z extra_cuda_cflags: optional list of compiler flags to forward to nvcc 2025-07-24T04:20:29.3537600Z when building CUDA sources. 2025-07-24T04:20:29.3537850Z extra_sycl_cflags: optional list of compiler flags to forward to SYCL 2025-07-24T04:20:29.3538130Z compiler when building SYCL sources. 2025-07-24T04:20:29.3538390Z extra_ldflags: optional list of linker flags to forward to the build. 2025-07-24T04:20:29.3538730Z extra_include_paths: optional list of include directories to forward 2025-07-24T04:20:29.3538980Z to the build. 2025-07-24T04:20:29.3539190Z build_directory: optional path to use as build workspace. 2025-07-24T04:20:29.3539480Z verbose: If ``True``, turns on verbose logging of load steps. 2025-07-24T04:20:29.3539790Z with_cuda: Determines whether CUDA headers and libraries are added to 2025-07-24T04:20:29.3540090Z the build. If set to ``None`` (default), this value is 2025-07-24T04:20:29.3540380Z automatically determined based on the existence of ``.cu`` or 2025-07-24T04:20:29.3540730Z ``.cuh`` in ``sources``. Set it to `True`` to force CUDA headers 2025-07-24T04:20:29.3540960Z and libraries to be included. 2025-07-24T04:20:29.3541220Z with_sycl: Determines whether SYCL headers and libraries are added to 2025-07-24T04:20:29.3541520Z the build. If set to ``None`` (default), this value is 2025-07-24T04:20:29.3541810Z automatically determined based on the existence of ``.sycl`` in 2025-07-24T04:20:29.3542120Z ``sources``. Set it to `True`` to force SYCL headers and 2025-07-24T04:20:29.3542340Z libraries to be included. 2025-07-24T04:20:29.3542590Z is_python_module: If ``True`` (default), imports the produced shared 2025-07-24T04:20:29.3542930Z library as a Python module. If ``False``, behavior depends on 2025-07-24T04:20:29.3543160Z ``is_standalone``. 2025-07-24T04:20:29.3543400Z is_standalone: If ``False`` (default) loads the constructed extension 2025-07-24T04:20:29.3543710Z into the process as a plain dynamic library. If ``True``, build a 2025-07-24T04:20:29.3543960Z standalone executable. 2025-07-24T04:20:29.3544070Z 2025-07-24T04:20:29.3544120Z Returns: 2025-07-24T04:20:29.3544250Z If ``is_python_module`` is ``True``: 2025-07-24T04:20:29.3544490Z Returns the loaded PyTorch extension as a Python module. 2025-07-24T04:20:29.3544670Z 2025-07-24T04:20:29.3544820Z If ``is_python_module`` is ``False`` and ``is_standalone`` is ``False``: 2025-07-24T04:20:29.3545150Z Returns nothing. (The shared library is loaded into the process as 2025-07-24T04:20:29.3545390Z a side effect.) 2025-07-24T04:20:29.3545530Z 2025-07-24T04:20:29.3545600Z If ``is_standalone`` is ``True``. 2025-07-24T04:20:29.3545850Z Return the path to the executable. (On Windows, TORCH_LIB_PATH is 2025-07-24T04:20:29.3546140Z added to the PATH environment variable as a side effect.) 2025-07-24T04:20:29.3546320Z 2025-07-24T04:20:29.3546360Z Example: 2025-07-24T04:20:29.3546490Z >>> # xdoctest: +SKIP 2025-07-24T04:20:29.3546670Z >>> from torch.utils.cpp_extension import load 2025-07-24T04:20:29.3546870Z >>> module = load( 2025-07-24T04:20:29.3547010Z ... name='extension', 2025-07-24T04:20:29.3547220Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-07-24T04:20:29.3547440Z ... extra_cflags=['-O2'], 2025-07-24T04:20:29.3547610Z ... verbose=True) 2025-07-24T04:20:29.3547700Z 2025-07-24T04:20:29.3547860Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.3548070Z 2025-07-24T04:20:29.3548470Z msg = Cannot scrape callname=load_inline in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1890. 2025-07-24T04:20:29.3549080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.3549300Z 2025-07-24T04:20:29.3549430Z Load a PyTorch C++ extension just-in-time (JIT) from string sources. 2025-07-24T04:20:29.3549630Z 2025-07-24T04:20:29.3549770Z This function behaves exactly like :func:`load`, but takes its sources as 2025-07-24T04:20:29.3550110Z strings rather than filenames. These strings are stored to files in the 2025-07-24T04:20:29.3550450Z build directory, after which the behavior of :func:`load_inline` is 2025-07-24T04:20:29.3550700Z identical to :func:`load`. 2025-07-24T04:20:29.3550810Z 2025-07-24T04:20:29.3550850Z See `the 2025-07-24T04:20:29.3551120Z tests `_ 2025-07-24T04:20:29.3551460Z for good examples of using this function. 2025-07-24T04:20:29.3551600Z 2025-07-24T04:20:29.3551740Z Sources may omit two required parts of a typical non-inline C++ extension: 2025-07-24T04:20:29.3552090Z the necessary header includes, as well as the (pybind11) binding code. More 2025-07-24T04:20:29.3552460Z precisely, strings passed to ``cpp_sources`` are first concatenated into a 2025-07-24T04:20:29.3552820Z single ``.cpp`` file. This file is then prepended with ``#include 2025-07-24T04:20:29.3553060Z `` 2025-07-24T04:20:29.3553160Z 2025-07-24T04:20:29.3553290Z Furthermore, if the ``functions`` argument is supplied, bindings will be 2025-07-24T04:20:29.3553650Z automatically generated for each function specified. ``functions`` can 2025-07-24T04:20:29.3553990Z either be a list of function names, or a dictionary mapping from function 2025-07-24T04:20:29.3554330Z names to docstrings. If a list is given, the name of each function is used 2025-07-24T04:20:29.3554580Z as its docstring. 2025-07-24T04:20:29.3554670Z 2025-07-24T04:20:29.3554800Z The sources in ``cuda_sources`` are concatenated into a separate ``.cu`` 2025-07-24T04:20:29.3555150Z file and prepended with ``torch/types.h``, ``cuda.h`` and 2025-07-24T04:20:29.3555450Z ``cuda_runtime.h`` includes. The ``.cpp`` and ``.cu`` files are compiled 2025-07-24T04:20:29.3555780Z separately, but ultimately linked into a single library. Note that no 2025-07-24T04:20:29.3556110Z bindings are generated for functions in ``cuda_sources`` per se. To bind 2025-07-24T04:20:29.3556450Z to a CUDA kernel, you must create a C++ function that calls it, and either 2025-07-24T04:20:29.3556780Z declare or define this C++ function in one of the ``cpp_sources`` (and 2025-07-24T04:20:29.3557030Z include its name in ``functions``). 2025-07-24T04:20:29.3557160Z 2025-07-24T04:20:29.3557320Z The sources in ``sycl_sources`` are concatenated into a separate ``.sycl`` 2025-07-24T04:20:29.3557650Z file and prepended with ``torch/types.h``, ``sycl/sycl.hpp`` includes. 2025-07-24T04:20:29.3558010Z The ``.cpp`` and ``.sycl`` files are compiled separately, but ultimately 2025-07-24T04:20:29.3558340Z linked into a single library. Note that no bindings are generated for 2025-07-24T04:20:29.3558660Z functions in ``sycl_sources`` per se. To bind to a SYCL kernel, you must 2025-07-24T04:20:29.3558990Z create a C++ function that calls it, and either declare or define this 2025-07-24T04:20:29.3559300Z C++ function in one of the ``cpp_sources`` (and include its name 2025-07-24T04:20:29.3559530Z in ``functions``). 2025-07-24T04:20:29.3559610Z 2025-07-24T04:20:29.3559620Z 2025-07-24T04:20:29.3559620Z 2025-07-24T04:20:29.3559740Z See :func:`load` for a description of arguments omitted below. 2025-07-24T04:20:29.3559910Z 2025-07-24T04:20:29.3559960Z Args: 2025-07-24T04:20:29.3560160Z cpp_sources: A string, or list of strings, containing C++ source code. 2025-07-24T04:20:29.3560490Z cuda_sources: A string, or list of strings, containing CUDA source code. 2025-07-24T04:20:29.3560830Z sycl_sources: A string, or list of strings, containing SYCL source code. 2025-07-24T04:20:29.3561160Z functions: A list of function names for which to generate function 2025-07-24T04:20:29.3561480Z bindings. If a dictionary is given, it should map function names to 2025-07-24T04:20:29.3561800Z docstrings (which are otherwise just the function names). 2025-07-24T04:20:29.3562110Z with_cuda: Determines whether CUDA headers and libraries are added to 2025-07-24T04:20:29.3562410Z the build. If set to ``None`` (default), this value is 2025-07-24T04:20:29.3562700Z automatically determined based on whether ``cuda_sources`` is 2025-07-24T04:20:29.3562990Z provided. Set it to ``True`` to force CUDA headers 2025-07-24T04:20:29.3563210Z and libraries to be included. 2025-07-24T04:20:29.3563480Z with_sycl: Determines whether SYCL headers and libraries are added to 2025-07-24T04:20:29.3563770Z the build. If set to ``None`` (default), this value is 2025-07-24T04:20:29.3564060Z automatically determined based on whether ``sycl_sources`` is 2025-07-24T04:20:29.3564350Z provided. Set it to ``True`` to force SYCL headers 2025-07-24T04:20:29.3564570Z and libraries to be included. 2025-07-24T04:20:29.3564820Z with_pytorch_error_handling: Determines whether pytorch error and 2025-07-24T04:20:29.3565130Z warning macros are handled by pytorch instead of pybind. To do 2025-07-24T04:20:29.3565490Z this, each function ``foo`` is called via an intermediary ``_safe_foo`` 2025-07-24T04:20:29.3565820Z function. This redirection might cause issues in obscure cases 2025-07-24T04:20:29.3566130Z of cpp. This flag should be set to ``False`` when this redirect 2025-07-24T04:20:29.3566360Z causes issues. 2025-07-24T04:20:29.3566610Z no_implicit_headers: If ``True``, skips automatically adding headers, most notably 2025-07-24T04:20:29.3566970Z ``#include `` and ``#include `` lines. 2025-07-24T04:20:29.3567270Z Use this option to improve cold start times when you 2025-07-24T04:20:29.3567630Z already include the necessary headers in your source code. Default: ``False``. 2025-07-24T04:20:29.3567850Z 2025-07-24T04:20:29.3567900Z Example: 2025-07-24T04:20:29.3568060Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-07-24T04:20:29.3568320Z >>> from torch.utils.cpp_extension import load_inline 2025-07-24T04:20:29.3568530Z >>> source = """ 2025-07-24T04:20:29.3568710Z at::Tensor sin_add(at::Tensor x, at::Tensor y) { 2025-07-24T04:20:29.3568920Z return x.sin() + y.sin(); 2025-07-24T04:20:29.3569080Z } 2025-07-24T04:20:29.3569190Z """ 2025-07-24T04:20:29.3569340Z >>> module = load_inline(name='inline_extension', 2025-07-24T04:20:29.3569680Z ... cpp_sources=[source], 2025-07-24T04:20:29.3569900Z ... functions=['sin_add']) 2025-07-24T04:20:29.3570040Z 2025-07-24T04:20:29.3570090Z .. note:: 2025-07-24T04:20:29.3570330Z Since load_inline will just-in-time compile the source code, please ensure 2025-07-24T04:20:29.3570690Z that you have the right toolchains installed in the runtime. For example, 2025-07-24T04:20:29.3571030Z when loading C++, make sure a C++ compiler is available. If you're loading 2025-07-24T04:20:29.3571380Z a CUDA extension, you will need to additionally install the corresponding CUDA 2025-07-24T04:20:29.3571750Z toolkit (nvcc and any other dependencies your code has). Compiling toolchains 2025-07-24T04:20:29.3572110Z are not included when you install torch and must be additionally installed. 2025-07-24T04:20:29.3572320Z 2025-07-24T04:20:29.3572480Z During compiling, by default, the Ninja backend uses #CPUS + 2 workers to build 2025-07-24T04:20:29.3572830Z the extension. This may use up too many resources on some systems. One 2025-07-24T04:20:29.3573170Z can control the number of workers by setting the `MAX_JOBS` environment 2025-07-24T04:20:29.3573440Z variable to a non-negative number. 2025-07-24T04:20:29.3573570Z 2025-07-24T04:20:29.3573720Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.3573940Z 2025-07-24T04:20:29.3574360Z msg = Cannot scrape callname=DistributedSampler in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/distributed.py line=18. 2025-07-24T04:20:29.3575000Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.3575340Z Sampler that restricts data loading to a subset of the dataset. 2025-07-24T04:20:29.3575540Z 2025-07-24T04:20:29.3575620Z It is especially useful in conjunction with 2025-07-24T04:20:29.3575920Z :class:`torch.nn.parallel.DistributedDataParallel`. In such a case, each 2025-07-24T04:20:29.3576300Z process can pass a :class:`~torch.utils.data.DistributedSampler` instance as a 2025-07-24T04:20:29.3576670Z :class:`~torch.utils.data.DataLoader` sampler, and load a subset of the 2025-07-24T04:20:29.3576950Z original dataset that is exclusive to it. 2025-07-24T04:20:29.3577100Z 2025-07-24T04:20:29.3577150Z .. note:: 2025-07-24T04:20:29.3577380Z Dataset is assumed to be of constant size and that any instance of it always 2025-07-24T04:20:29.3577680Z returns the same elements in the same order. 2025-07-24T04:20:29.3577880Z 2025-07-24T04:20:29.3577930Z Args: 2025-07-24T04:20:29.3578060Z dataset: Dataset used for sampling. 2025-07-24T04:20:29.3578330Z num_replicas (int, optional): Number of processes participating in 2025-07-24T04:20:29.3578680Z distributed training. By default, :attr:`world_size` is retrieved from the 2025-07-24T04:20:29.3578970Z current distributed group. 2025-07-24T04:20:29.3579240Z rank (int, optional): Rank of the current process within :attr:`num_replicas`. 2025-07-24T04:20:29.3579580Z By default, :attr:`rank` is retrieved from the current distributed 2025-07-24T04:20:29.3579820Z group. 2025-07-24T04:20:29.3580050Z shuffle (bool, optional): If ``True`` (default), sampler will shuffle the 2025-07-24T04:20:29.3580330Z indices. 2025-07-24T04:20:29.3580540Z seed (int, optional): random seed used to shuffle the sampler if 2025-07-24T04:20:29.3580850Z :attr:`shuffle=True`. This number should be identical across all 2025-07-24T04:20:29.3581140Z processes in the distributed group. Default: ``0``. 2025-07-24T04:20:29.3581440Z drop_last (bool, optional): if ``True``, then the sampler will drop the 2025-07-24T04:20:29.3581760Z tail of the data to make it evenly divisible across the number of 2025-07-24T04:20:29.3582070Z replicas. If ``False``, the sampler will add extra indices to make 2025-07-24T04:20:29.3582410Z the data evenly divisible across the replicas. Default: ``False``. 2025-07-24T04:20:29.3582610Z 2025-07-24T04:20:29.3582660Z .. warning:: 2025-07-24T04:20:29.3582910Z In distributed mode, calling the :meth:`set_epoch` method at 2025-07-24T04:20:29.3583250Z the beginning of each epoch **before** creating the :class:`DataLoader` iterator 2025-07-24T04:20:29.3583630Z is necessary to make shuffling work properly across multiple epochs. Otherwise, 2025-07-24T04:20:29.3583930Z the same ordering will be always used. 2025-07-24T04:20:29.3584080Z 2025-07-24T04:20:29.3584130Z Example:: 2025-07-24T04:20:29.3584210Z 2025-07-24T04:20:29.3584260Z >>> # xdoctest: +SKIP 2025-07-24T04:20:29.3584510Z >>> sampler = DistributedSampler(dataset) if is_distributed else None 2025-07-24T04:20:29.3584820Z >>> loader = DataLoader(dataset, shuffle=(sampler is None), 2025-07-24T04:20:29.3585060Z ... sampler=sampler) 2025-07-24T04:20:29.3585280Z >>> for epoch in range(start_epoch, n_epochs): 2025-07-24T04:20:29.3585490Z ... if is_distributed: 2025-07-24T04:20:29.3585670Z ... sampler.set_epoch(epoch) 2025-07-24T04:20:29.3585860Z ... train(loader) 2025-07-24T04:20:29.3586010Z 2025-07-24T04:20:29.3586220Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:29.3586440Z 2025-07-24T04:20:29.9913840Z msg = Cannot scrape callname=assert_close in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/testing/_comparison.py line=1331. 2025-07-24T04:20:29.9914540Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:29.9914870Z Asserts that ``actual`` and ``expected`` are close. 2025-07-24T04:20:29.9915040Z 2025-07-24T04:20:29.9915280Z If ``actual`` and ``expected`` are strided, non-quantized, real-valued, and finite, they are considered close if 2025-07-24T04:20:29.9915580Z 2025-07-24T04:20:29.9915650Z .. math:: 2025-07-24T04:20:29.9915750Z 2025-07-24T04:20:29.9916000Z \lvert \text{actual} - \text{expected} \rvert \le \texttt{atol} + \texttt{rtol} \cdot \lvert \text{expected} \rvert 2025-07-24T04:20:29.9916310Z 2025-07-24T04:20:29.9916530Z Non-finite values (``-inf`` and ``inf``) are only considered close if and only if they are equal. ``NaN``'s are 2025-07-24T04:20:29.9916950Z only considered equal to each other if ``equal_nan`` is ``True``. 2025-07-24T04:20:29.9917350Z 2025-07-24T04:20:29.9917480Z In addition, they are only considered close if they have the same 2025-07-24T04:20:29.9917680Z 2025-07-24T04:20:29.9917810Z - :attr:`~torch.Tensor.device` (if ``check_device`` is ``True``), 2025-07-24T04:20:29.9918090Z - ``dtype`` (if ``check_dtype`` is ``True``), 2025-07-24T04:20:29.9918330Z - ``layout`` (if ``check_layout`` is ``True``), and 2025-07-24T04:20:29.9918570Z - stride (if ``check_stride`` is ``True``). 2025-07-24T04:20:29.9918720Z 2025-07-24T04:20:29.9918910Z If either ``actual`` or ``expected`` is a meta tensor, only the attribute checks will be performed. 2025-07-24T04:20:29.9919170Z 2025-07-24T04:20:29.9919400Z If ``actual`` and ``expected`` are sparse (either having COO, CSR, CSC, BSR, or BSC layout), their strided members are 2025-07-24T04:20:29.9919980Z checked individually. Indices, namely ``indices`` for COO, ``crow_indices`` and ``col_indices`` for CSR and BSR, 2025-07-24T04:20:29.9920420Z or ``ccol_indices`` and ``row_indices`` for CSC and BSC layouts, respectively, 2025-07-24T04:20:29.9920880Z are always checked for equality whereas the values are checked for closeness according to the definition above. 2025-07-24T04:20:29.9921190Z 2025-07-24T04:20:29.9921370Z If ``actual`` and ``expected`` are quantized, they are considered close if they have the same 2025-07-24T04:20:29.9921900Z :meth:`~torch.Tensor.qscheme` and the result of :meth:`~torch.Tensor.dequantize` is close according to the 2025-07-24T04:20:29.9922260Z definition above. 2025-07-24T04:20:29.9922360Z 2025-07-24T04:20:29.9922640Z ``actual`` and ``expected`` can be :class:`~torch.Tensor`'s or any tensor-or-scalar-likes from which 2025-07-24T04:20:29.9923150Z :class:`torch.Tensor`'s can be constructed with :func:`torch.as_tensor`. Except for Python scalars the input types 2025-07-24T04:20:29.9923680Z have to be directly related. In addition, ``actual`` and ``expected`` can be :class:`~collections.abc.Sequence`'s 2025-07-24T04:20:29.9924210Z or :class:`~collections.abc.Mapping`'s in which case they are considered close if their structure matches and all 2025-07-24T04:20:29.9924650Z their elements are considered close according to the above definition. 2025-07-24T04:20:29.9924870Z 2025-07-24T04:20:29.9924920Z .. note:: 2025-07-24T04:20:29.9925000Z 2025-07-24T04:20:29.9925210Z Python scalars are an exception to the type relation requirement, because their :func:`type`, i.e. 2025-07-24T04:20:29.9925700Z :class:`int`, :class:`float`, and :class:`complex`, is equivalent to the ``dtype`` of a tensor-like. Thus, 2025-07-24T04:20:29.9926150Z Python scalars of different types can be checked, but require ``check_dtype=False``. 2025-07-24T04:20:29.9926390Z 2025-07-24T04:20:29.9926440Z Args: 2025-07-24T04:20:29.9926570Z actual (Any): Actual input. 2025-07-24T04:20:29.9926770Z expected (Any): Expected input. 2025-07-24T04:20:29.9927140Z allow_subclasses (bool): If ``True`` (default) and except for Python scalars, inputs of directly related types 2025-07-24T04:20:29.9927530Z are allowed. Otherwise type equality is required. 2025-07-24T04:20:29.9927930Z rtol (Optional[float]): Relative tolerance. If specified ``atol`` must also be specified. If omitted, default 2025-07-24T04:20:29.9928390Z values based on the :attr:`~torch.Tensor.dtype` are selected with the below table. 2025-07-24T04:20:29.9928840Z atol (Optional[float]): Absolute tolerance. If specified ``rtol`` must also be specified. If omitted, default 2025-07-24T04:20:29.9929290Z values based on the :attr:`~torch.Tensor.dtype` are selected with the below table. 2025-07-24T04:20:29.9929670Z equal_nan (Union[bool, str]): If ``True``, two ``NaN`` values will be considered equal. 2025-07-24T04:20:29.9930070Z check_device (bool): If ``True`` (default), asserts that corresponding tensors are on the same 2025-07-24T04:20:29.9930470Z :attr:`~torch.Tensor.device`. If this check is disabled, tensors on different 2025-07-24T04:20:29.9930880Z :attr:`~torch.Tensor.device`'s are moved to the CPU before being compared. 2025-07-24T04:20:29.9931300Z check_dtype (bool): If ``True`` (default), asserts that corresponding tensors have the same ``dtype``. If this 2025-07-24T04:20:29.9931790Z check is disabled, tensors with different ``dtype``'s are promoted to a common ``dtype`` (according to 2025-07-24T04:20:29.9932160Z :func:`torch.promote_types`) before being compared. 2025-07-24T04:20:29.9932540Z check_layout (bool): If ``True`` (default), asserts that corresponding tensors have the same ``layout``. If this 2025-07-24T04:20:29.9933020Z check is disabled, tensors with different ``layout``'s are converted to strided tensors before being 2025-07-24T04:20:29.9933380Z compared. 2025-07-24T04:20:29.9938400Z check_stride (bool): If ``True`` and corresponding tensors are strided, asserts that they have the same stride. 2025-07-24T04:20:29.9938930Z msg (Optional[Union[str, Callable[[str], str]]]): Optional error message to use in case a failure occurs during 2025-07-24T04:20:29.9939420Z the comparison. Can also passed as callable in which case it will be called with the generated message and 2025-07-24T04:20:29.9939770Z should return the new message. 2025-07-24T04:20:29.9939910Z 2025-07-24T04:20:29.9939950Z Raises: 2025-07-24T04:20:29.9940230Z ValueError: If no :class:`torch.Tensor` can be constructed from an input. 2025-07-24T04:20:29.9940540Z ValueError: If only ``rtol`` or ``atol`` is specified. 2025-07-24T04:20:29.9940960Z AssertionError: If corresponding inputs are not Python scalars and are not directly related. 2025-07-24T04:20:29.9941450Z AssertionError: If ``allow_subclasses`` is ``False``, but corresponding inputs are not Python scalars and have 2025-07-24T04:20:29.9941790Z different types. 2025-07-24T04:20:29.9942130Z AssertionError: If the inputs are :class:`~collections.abc.Sequence`'s, but their length does not match. 2025-07-24T04:20:29.9942630Z AssertionError: If the inputs are :class:`~collections.abc.Mapping`'s, but their set of keys do not match. 2025-07-24T04:20:29.9943110Z AssertionError: If corresponding tensors do not have the same :attr:`~torch.Tensor.shape`. 2025-07-24T04:20:29.9943550Z AssertionError: If ``check_layout`` is ``True``, but corresponding tensors do not have the same 2025-07-24T04:20:29.9943870Z :attr:`~torch.Tensor.layout`. 2025-07-24T04:20:29.9944140Z AssertionError: If only one of corresponding tensors is quantized. 2025-07-24T04:20:29.9944580Z AssertionError: If corresponding tensors are quantized, but have different :meth:`~torch.Tensor.qscheme`'s. 2025-07-24T04:20:29.9945050Z AssertionError: If ``check_device`` is ``True``, but corresponding tensors are not on the same 2025-07-24T04:20:29.9945370Z :attr:`~torch.Tensor.device`. 2025-07-24T04:20:29.9945700Z AssertionError: If ``check_dtype`` is ``True``, but corresponding tensors do not have the same ``dtype``. 2025-07-24T04:20:29.9946180Z AssertionError: If ``check_stride`` is ``True``, but corresponding strided tensors do not have the same stride. 2025-07-24T04:20:29.9946680Z AssertionError: If the values of corresponding tensors are not close according to the definition above. 2025-07-24T04:20:29.9946960Z 2025-07-24T04:20:29.9947180Z The following table displays the default ``rtol`` and ``atol`` for different ``dtype``'s. In case of mismatching 2025-07-24T04:20:29.9947550Z ``dtype``'s, the maximum of both tolerances is used. 2025-07-24T04:20:29.9947720Z 2025-07-24T04:20:29.9947800Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9948030Z | ``dtype`` | ``rtol`` | ``atol`` | 2025-07-24T04:20:29.9948250Z +===========================+============+==========+ 2025-07-24T04:20:29.9948510Z | :attr:`~torch.float16` | ``1e-3`` | ``1e-5`` | 2025-07-24T04:20:29.9948740Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9948970Z | :attr:`~torch.bfloat16` | ``1.6e-2`` | ``1e-5`` | 2025-07-24T04:20:29.9949200Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9949420Z | :attr:`~torch.float32` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:29.9949640Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9949870Z | :attr:`~torch.float64` | ``1e-7`` | ``1e-7`` | 2025-07-24T04:20:29.9950100Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9950330Z | :attr:`~torch.complex32` | ``1e-3`` | ``1e-5`` | 2025-07-24T04:20:29.9950590Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9950810Z | :attr:`~torch.complex64` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:29.9951040Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9951270Z | :attr:`~torch.complex128` | ``1e-7`` | ``1e-7`` | 2025-07-24T04:20:29.9951500Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9951740Z | :attr:`~torch.quint8` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:29.9951960Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9952190Z | :attr:`~torch.quint2x4` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:29.9952450Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9952680Z | :attr:`~torch.quint4x2` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:29.9952930Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9953160Z | :attr:`~torch.qint8` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:29.9953390Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9953610Z | :attr:`~torch.qint32` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:29.9953830Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9954060Z | other | ``0.0`` | ``0.0`` | 2025-07-24T04:20:29.9954270Z +---------------------------+------------+----------+ 2025-07-24T04:20:29.9954410Z 2025-07-24T04:20:29.9954460Z .. note:: 2025-07-24T04:20:29.9954540Z 2025-07-24T04:20:29.9954770Z :func:`~torch.testing.assert_close` is highly configurable with strict default settings. Users are encouraged 2025-07-24T04:20:29.9955280Z to :func:`~functools.partial` it to fit their use case. For example, if an equality check is needed, one might 2025-07-24T04:20:29.9955720Z define an ``assert_equal`` that uses zero tolerances for every ``dtype`` by default: 2025-07-24T04:20:29.9955950Z 2025-07-24T04:20:29.9956010Z >>> import functools 2025-07-24T04:20:29.9956280Z >>> assert_equal = functools.partial(torch.testing.assert_close, rtol=0, atol=0) 2025-07-24T04:20:29.9956560Z >>> assert_equal(1e-9, 1e-10) 2025-07-24T04:20:29.9956760Z Traceback (most recent call last): 2025-07-24T04:20:29.9956940Z ... 2025-07-24T04:20:29.9957090Z AssertionError: Scalars are not equal! 2025-07-24T04:20:29.9957270Z 2025-07-24T04:20:29.9957420Z Expected 1e-10 but got 1e-09. 2025-07-24T04:20:29.9957630Z Absolute difference: 9.000000000000001e-10 2025-07-24T04:20:29.9957830Z Relative difference: 9.0 2025-07-24T04:20:29.9957940Z 2025-07-24T04:20:29.9958000Z Examples: 2025-07-24T04:20:29.9958140Z >>> # tensor to tensor comparison 2025-07-24T04:20:29.9958360Z >>> expected = torch.tensor([1e0, 1e-1, 1e-2]) 2025-07-24T04:20:29.9958590Z >>> actual = torch.acos(torch.cos(expected)) 2025-07-24T04:20:29.9958830Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:29.9958990Z 2025-07-24T04:20:29.9959060Z >>> # scalar to scalar comparison 2025-07-24T04:20:29.9959240Z >>> import math 2025-07-24T04:20:29.9959390Z >>> expected = math.sqrt(2.0) 2025-07-24T04:20:29.9959630Z >>> actual = 2.0 / math.sqrt(2.0) 2025-07-24T04:20:29.9959850Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:29.9960000Z 2025-07-24T04:20:29.9960080Z >>> # numpy array to numpy array comparison 2025-07-24T04:20:29.9960280Z >>> import numpy as np 2025-07-24T04:20:29.9960470Z >>> expected = np.array([1e0, 1e-1, 1e-2]) 2025-07-24T04:20:29.9960690Z >>> actual = np.arccos(np.cos(expected)) 2025-07-24T04:20:29.9960920Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:29.9961070Z 2025-07-24T04:20:29.9961150Z >>> # sequence to sequence comparison 2025-07-24T04:20:29.9961340Z >>> import numpy as np 2025-07-24T04:20:29.9961640Z >>> # The types of the sequences do not have to match. They only have to have the same 2025-07-24T04:20:29.9961940Z >>> # length and their elements have to match. 2025-07-24T04:20:29.9962180Z >>> expected = [torch.tensor([1.0]), 2.0, np.array(3.0)] 2025-07-24T04:20:29.9962410Z >>> actual = tuple(expected) 2025-07-24T04:20:29.9962630Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:29.9962780Z 2025-07-24T04:20:29.9962850Z >>> # mapping to mapping comparison 2025-07-24T04:20:29.9963070Z >>> from collections import OrderedDict 2025-07-24T04:20:29.9963260Z >>> import numpy as np 2025-07-24T04:20:29.9963460Z >>> foo = torch.tensor(1.0) 2025-07-24T04:20:29.9963630Z >>> bar = 2.0 2025-07-24T04:20:29.9963780Z >>> baz = np.array(3.0) 2025-07-24T04:20:29.9964090Z >>> # The types and a possible ordering of mappings do not have to match. They only 2025-07-24T04:20:29.9964450Z >>> # have to have the same set of keys and their elements have to match. 2025-07-24T04:20:29.9964780Z >>> expected = OrderedDict([("foo", foo), ("bar", bar), ("baz", baz)]) 2025-07-24T04:20:29.9965060Z >>> actual = {"baz": baz, "bar": bar, "foo": foo} 2025-07-24T04:20:29.9965310Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:29.9965460Z 2025-07-24T04:20:29.9965540Z >>> expected = torch.tensor([1.0, 2.0, 3.0]) 2025-07-24T04:20:29.9965750Z >>> actual = expected.clone() 2025-07-24T04:20:29.9965980Z >>> # By default, directly related instances can be compared 2025-07-24T04:20:29.9966290Z >>> torch.testing.assert_close(torch.nn.Parameter(actual), expected) 2025-07-24T04:20:29.9966610Z >>> # This check can be made more strict with allow_subclasses=False 2025-07-24T04:20:29.9966870Z >>> torch.testing.assert_close( 2025-07-24T04:20:29.9967130Z ... torch.nn.Parameter(actual), expected, allow_subclasses=False 2025-07-24T04:20:29.9967360Z ... ) 2025-07-24T04:20:29.9967500Z Traceback (most recent call last): 2025-07-24T04:20:29.9967700Z ... 2025-07-24T04:20:29.9967890Z TypeError: No comparison pair was able to handle inputs of type 2025-07-24T04:20:29.9968230Z and . 2025-07-24T04:20:29.9968560Z >>> # If the inputs are not directly related, they are never considered close 2025-07-24T04:20:29.9968880Z >>> torch.testing.assert_close(actual.numpy(), expected) 2025-07-24T04:20:29.9969120Z Traceback (most recent call last): 2025-07-24T04:20:29.9969300Z ... 2025-07-24T04:20:29.9969550Z TypeError: No comparison pair was able to handle inputs of type 2025-07-24T04:20:29.9969850Z and . 2025-07-24T04:20:29.9970140Z >>> # Exceptions to these rules are Python scalars. They can be checked regardless of 2025-07-24T04:20:29.9970440Z >>> # their type if check_dtype=False. 2025-07-24T04:20:29.9970690Z >>> torch.testing.assert_close(1.0, 1, check_dtype=False) 2025-07-24T04:20:29.9970860Z 2025-07-24T04:20:29.9970920Z >>> # NaN != NaN by default. 2025-07-24T04:20:29.9971120Z >>> expected = torch.tensor(float("Nan")) 2025-07-24T04:20:29.9971370Z >>> actual = expected.clone() 2025-07-24T04:20:29.9971590Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:29.9971810Z Traceback (most recent call last): 2025-07-24T04:20:29.9971990Z ... 2025-07-24T04:20:29.9972130Z AssertionError: Scalars are not close! 2025-07-24T04:20:29.9972310Z 2025-07-24T04:20:29.9972460Z Expected nan but got nan. 2025-07-24T04:20:29.9972660Z Absolute difference: nan (up to 1e-05 allowed) 2025-07-24T04:20:29.9972910Z Relative difference: nan (up to 1.3e-06 allowed) 2025-07-24T04:20:29.9973190Z >>> torch.testing.assert_close(actual, expected, equal_nan=True) 2025-07-24T04:20:29.9973410Z 2025-07-24T04:20:29.9973480Z >>> expected = torch.tensor([1.0, 2.0, 3.0]) 2025-07-24T04:20:29.9973700Z >>> actual = torch.tensor([1.0, 4.0, 5.0]) 2025-07-24T04:20:29.9973930Z >>> # The default error message can be overwritten. 2025-07-24T04:20:29.9974260Z >>> torch.testing.assert_close(actual, expected, msg="Argh, the tensors are not close!") 2025-07-24T04:20:29.9974570Z Traceback (most recent call last): 2025-07-24T04:20:29.9974760Z ... 2025-07-24T04:20:29.9974930Z AssertionError: Argh, the tensors are not close! 2025-07-24T04:20:29.9975220Z >>> # If msg is a callable, it can be used to augment the generated message with 2025-07-24T04:20:29.9975510Z >>> # extra information 2025-07-24T04:20:29.9975690Z >>> torch.testing.assert_close( 2025-07-24T04:20:29.9975980Z ... actual, expected, msg=lambda msg: f"Header\n\n{msg}\n\nFooter" 2025-07-24T04:20:29.9976220Z ... ) 2025-07-24T04:20:29.9976360Z Traceback (most recent call last): 2025-07-24T04:20:29.9976540Z ... 2025-07-24T04:20:29.9976670Z AssertionError: Header 2025-07-24T04:20:29.9976830Z 2025-07-24T04:20:29.9976980Z Tensor-likes are not close! 2025-07-24T04:20:29.9977150Z 2025-07-24T04:20:29.9977300Z Mismatched elements: 2 / 3 (66.7%) 2025-07-24T04:20:29.9977580Z Greatest absolute difference: 2.0 at index (1,) (up to 1e-05 allowed) 2025-07-24T04:20:29.9977920Z Greatest relative difference: 1.0 at index (1,) (up to 1.3e-06 allowed) 2025-07-24T04:20:29.9978170Z 2025-07-24T04:20:29.9978300Z Footer 2025-07-24T04:20:29.9978420Z 2025-07-24T04:20:29.9978650Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.5409320Z 2025-07-24T04:20:30.5409870Z msg = Cannot scrape callname=triton_op in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/triton.py line=21. 2025-07-24T04:20:30.5410500Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.5410920Z Create a custom operator whose implementation is backed by 1+ triton kernels. 2025-07-24T04:20:30.5411160Z 2025-07-24T04:20:30.5411290Z This is a more structured way of using triton kernels with PyTorch. 2025-07-24T04:20:30.5411660Z Prefer using triton kernels with no ``torch.library`` custom operator wrappers 2025-07-24T04:20:30.5412050Z (like :func:`torch.library.custom_op`, :func:`torch.library.triton_op`) because 2025-07-24T04:20:30.5412340Z that is simpler; 2025-07-24T04:20:30.5412610Z only use :func:`torch.library.custom_op`/:func:`torch.library.triton_op` if you 2025-07-24T04:20:30.5412980Z want to create an operator that behaves like PyTorch built-in operators. 2025-07-24T04:20:30.5413340Z For example, you may use a ``torch.library`` wrapper API to define the 2025-07-24T04:20:30.5413680Z behavior of the triton kernel when passed a tensor subclass or under 2025-07-24T04:20:30.5413940Z a TorchDispatchMode. 2025-07-24T04:20:30.5414050Z 2025-07-24T04:20:30.5414220Z Use :func:`torch.library.triton_op` instead of :func:`torch.library.custom_op` 2025-07-24T04:20:30.5414730Z when the implementation 2025-07-24T04:20:30.5415010Z consists of 1+ triton kernels. :func:`torch.library.custom_op` treats 2025-07-24T04:20:30.5415310Z custom operators as opaque (:func:`torch.compile` and 2025-07-24T04:20:30.5415630Z :func:`torch.export.export` will never trace into them), but ``triton_op`` 2025-07-24T04:20:30.5415980Z makes the implementation visible to these subsystems, allowing them 2025-07-24T04:20:30.5416250Z to optimize the triton kernel(s). 2025-07-24T04:20:30.5416380Z 2025-07-24T04:20:30.5416500Z Note that ``fn`` must only consist of calls to PyTorch-understood 2025-07-24T04:20:30.5416820Z operators and triton kernels. Any triton kernels called inside ``fn`` 2025-07-24T04:20:30.5417230Z must be wrapped in a call to :func:`torch.library.wrap_triton`. 2025-07-24T04:20:30.5417420Z 2025-07-24T04:20:30.5417460Z Args: 2025-07-24T04:20:30.5417680Z name (str): A name for the custom op that looks like "{namespace}::{name}", 2025-07-24T04:20:30.5418030Z e.g. "mylib::my_linear". The name is used as the op's stable identifier 2025-07-24T04:20:30.5418340Z in PyTorch subsystems (e.g. torch.export, FX graphs). 2025-07-24T04:20:30.5418650Z To avoid name collisions, please use your project name as the namespace; 2025-07-24T04:20:30.5419000Z e.g. all custom ops in pytorch/fbgemm use "fbgemm" as the namespace. 2025-07-24T04:20:30.5419420Z mutates_args (Iterable[str] or "unknown"): The names of args that the function mutates. 2025-07-24T04:20:30.5419880Z This MUST be accurate, otherwise, the behavior is undefined. If "unknown", 2025-07-24T04:20:30.5420270Z it pessimistically assumes that all inputs to the operator are being mutated. 2025-07-24T04:20:30.5420620Z schema (None | str): A schema string for the operator. If None 2025-07-24T04:20:30.5420930Z (recommended) we'll infer a schema for the operator from its type 2025-07-24T04:20:30.5421260Z annotations. We recommend letting us infer a schema unless you 2025-07-24T04:20:30.5421520Z have a specific reason not to. 2025-07-24T04:20:30.5421750Z Example: "(Tensor x, int y) -> (Tensor, Tensor)". 2025-07-24T04:20:30.5421910Z 2025-07-24T04:20:30.5421960Z Example:: 2025-07-24T04:20:30.5422040Z 2025-07-24T04:20:30.5422130Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:30.5422330Z >>> import torch 2025-07-24T04:20:30.5422540Z >>> from torch.library import triton_op, wrap_triton 2025-07-24T04:20:30.5422740Z >>> 2025-07-24T04:20:30.5422860Z >>> import triton 2025-07-24T04:20:30.5423030Z >>> from triton import language as tl 2025-07-24T04:20:30.5423220Z >>> 2025-07-24T04:20:30.5423340Z >>> @triton.jit 2025-07-24T04:20:30.5423480Z >>> def add_kernel( 2025-07-24T04:20:30.5423630Z >>> in_ptr0, 2025-07-24T04:20:30.5423780Z >>> in_ptr1, 2025-07-24T04:20:30.5423930Z >>> out_ptr, 2025-07-24T04:20:30.5424070Z >>> n_elements, 2025-07-24T04:20:30.5424240Z >>> BLOCK_SIZE: "tl.constexpr", 2025-07-24T04:20:30.5424420Z >>> ): 2025-07-24T04:20:30.5424560Z >>> pid = tl.program_id(axis=0) 2025-07-24T04:20:30.5424760Z >>> block_start = pid * BLOCK_SIZE 2025-07-24T04:20:30.5424990Z >>> offsets = block_start + tl.arange(0, BLOCK_SIZE) 2025-07-24T04:20:30.5425210Z >>> mask = offsets < n_elements 2025-07-24T04:20:30.5425420Z >>> x = tl.load(in_ptr0 + offsets, mask=mask) 2025-07-24T04:20:30.5425650Z >>> y = tl.load(in_ptr1 + offsets, mask=mask) 2025-07-24T04:20:30.5425850Z >>> output = x + y 2025-07-24T04:20:30.5426050Z >>> tl.store(out_ptr + offsets, output, mask=mask) 2025-07-24T04:20:30.5426260Z >>> 2025-07-24T04:20:30.5426410Z >>> @triton_op("mylib::add", mutates_args={}) 2025-07-24T04:20:30.5426670Z >>> def add(x: torch.Tensor, y: torch.Tensor) -> torch.Tensor: 2025-07-24T04:20:30.5426960Z >>> output = torch.empty_like(x) 2025-07-24T04:20:30.5427160Z >>> n_elements = output.numel() 2025-07-24T04:20:30.5427330Z >>> 2025-07-24T04:20:30.5427450Z >>> def grid(meta): 2025-07-24T04:20:30.5427670Z >>> return (triton.cdiv(n_elements, meta["BLOCK_SIZE"]),) 2025-07-24T04:20:30.5427890Z >>> 2025-07-24T04:20:30.5428070Z >>> # NB: we need to wrap the triton kernel in a call to wrap_triton 2025-07-24T04:20:30.5428370Z >>> wrap_triton(add_kernel)[grid](x, y, output, n_elements, 16) 2025-07-24T04:20:30.5428610Z >>> return output 2025-07-24T04:20:30.5428790Z >>> 2025-07-24T04:20:30.5428910Z >>> @torch.compile 2025-07-24T04:20:30.5429070Z >>> def f(x, y): 2025-07-24T04:20:30.5429220Z >>> return add(x, y) 2025-07-24T04:20:30.5429370Z >>> 2025-07-24T04:20:30.5429510Z >>> x = torch.randn(3, device="cuda") 2025-07-24T04:20:30.5429710Z >>> y = torch.randn(3, device="cuda") 2025-07-24T04:20:30.5429890Z >>> 2025-07-24T04:20:30.5430010Z >>> z = f(x, y) 2025-07-24T04:20:30.5430170Z >>> assert torch.allclose(z, x + y) 2025-07-24T04:20:30.5430300Z 2025-07-24T04:20:30.5430350Z 2025-07-24T04:20:30.5430560Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.5430820Z 2025-07-24T04:20:30.5431230Z msg = Cannot scrape callname=wrap_triton in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/triton.py line=202. 2025-07-24T04:20:30.5431830Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.5432170Z Allows capture of a triton kernel into a graph via make_fx or 2025-07-24T04:20:30.5432410Z non-strict ``torch.export``. 2025-07-24T04:20:30.5432540Z 2025-07-24T04:20:30.5432650Z These technologies perform Dispatcher-based tracing (via 2025-07-24T04:20:30.5432950Z ``__torch_dispatch__``) and cannot see calls to raw triton kernels. 2025-07-24T04:20:30.5433270Z The ``wrap_triton`` API wraps a triton kernel into a callable that 2025-07-24T04:20:30.5433520Z can actually be traced into a graph. 2025-07-24T04:20:30.5433650Z 2025-07-24T04:20:30.5433790Z Please use this API together with :func:`torch.library.triton_op`. 2025-07-24T04:20:30.5433980Z 2025-07-24T04:20:30.5434030Z Examples: 2025-07-24T04:20:30.5434110Z 2025-07-24T04:20:30.5434170Z >>> # xdoctest: +SKIP 2025-07-24T04:20:30.5434330Z >>> import torch 2025-07-24T04:20:30.5434470Z >>> import triton 2025-07-24T04:20:30.5439420Z >>> from triton import language as tl 2025-07-24T04:20:30.5439700Z >>> from torch.fx.experimental.proxy_tensor import make_fx 2025-07-24T04:20:30.5439950Z >>> from torch.library import wrap_triton 2025-07-24T04:20:30.5440140Z >>> 2025-07-24T04:20:30.5440260Z >>> @triton.jit 2025-07-24T04:20:30.5440400Z >>> def add_kernel( 2025-07-24T04:20:30.5440550Z >>> in_ptr0, 2025-07-24T04:20:30.5440700Z >>> in_ptr1, 2025-07-24T04:20:30.5440840Z >>> out_ptr, 2025-07-24T04:20:30.5440990Z >>> n_elements, 2025-07-24T04:20:30.5441150Z >>> BLOCK_SIZE: "tl.constexpr", 2025-07-24T04:20:30.5441330Z >>> ): 2025-07-24T04:20:30.5441470Z >>> pid = tl.program_id(axis=0) 2025-07-24T04:20:30.5441670Z >>> block_start = pid * BLOCK_SIZE 2025-07-24T04:20:30.5441910Z >>> offsets = block_start + tl.arange(0, BLOCK_SIZE) 2025-07-24T04:20:30.5442130Z >>> mask = offsets < n_elements 2025-07-24T04:20:30.5442350Z >>> x = tl.load(in_ptr0 + offsets, mask=mask) 2025-07-24T04:20:30.5442580Z >>> y = tl.load(in_ptr1 + offsets, mask=mask) 2025-07-24T04:20:30.5442770Z >>> output = x + y 2025-07-24T04:20:30.5442980Z >>> tl.store(out_ptr + offsets, output, mask=mask) 2025-07-24T04:20:30.5443260Z >>> 2025-07-24T04:20:30.5443380Z >>> def add(x, y): 2025-07-24T04:20:30.5443560Z >>> output = torch.empty_like(x) 2025-07-24T04:20:30.5443770Z >>> n_elements = output.numel() 2025-07-24T04:20:30.5443940Z >>> 2025-07-24T04:20:30.5444070Z >>> def grid_fn(meta): 2025-07-24T04:20:30.5444290Z >>> return (triton.cdiv(n_elements, meta["BLOCK_SIZE"]),) 2025-07-24T04:20:30.5444510Z >>> 2025-07-24T04:20:30.5444700Z >>> wrap_triton(add_kernel)[grid_fn](x, y, output, n_elements, 16) 2025-07-24T04:20:30.5444950Z >>> return output 2025-07-24T04:20:30.5445100Z >>> 2025-07-24T04:20:30.5445260Z >>> x = torch.randn(3, device="cuda") 2025-07-24T04:20:30.5445470Z >>> y = torch.randn(3, device="cuda") 2025-07-24T04:20:30.5445660Z >>> gm = make_fx(add)(x, y) 2025-07-24T04:20:30.5445840Z >>> print(gm.code) 2025-07-24T04:20:30.5446010Z >>> # def forward(self, x_1, y_1): 2025-07-24T04:20:30.5446290Z >>> # empty_like = torch.ops.aten.empty_like.default(x_1, pin_memory = False) 2025-07-24T04:20:30.5446660Z >>> # triton_kernel_wrapper_mutation_proxy = triton_kernel_wrapper_mutation( 2025-07-24T04:20:30.5446950Z >>> # kernel_idx = 0, constant_args_idx = 0, 2025-07-24T04:20:30.5447170Z >>> # grid = [(1, 1, 1)], kwargs = { 2025-07-24T04:20:30.5447420Z >>> # 'in_ptr0': x_1, 'in_ptr1': y_1, 'out_ptr': empty_like, 2025-07-24T04:20:30.5447680Z >>> # 'n_elements': 3, 'BLOCK_SIZE': 16 2025-07-24T04:20:30.5447920Z >>> # }) 2025-07-24T04:20:30.5448090Z >>> # return empty_like 2025-07-24T04:20:30.5448210Z 2025-07-24T04:20:30.5448260Z 2025-07-24T04:20:30.5448470Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.5448690Z 2025-07-24T04:20:30.5449120Z msg = Cannot scrape callname=unsafe_generate_fake_kernels in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/fake_profile.py line=94. 2025-07-24T04:20:30.5449760Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.5449980Z 2025-07-24T04:20:30.5450130Z Registers a fake kernel based on the given operator profiles. This fake 2025-07-24T04:20:30.5450490Z kernel registration will override any existing fake kernel registrations. 2025-07-24T04:20:30.5450700Z 2025-07-24T04:20:30.5450830Z The input is a dictionary mapping operator names to a set of operator 2025-07-24T04:20:30.5451170Z profiles, which we will use to generate fake kernels. The operator profiles 2025-07-24T04:20:30.5451510Z are a record of the input and output tensor metadata. Based on this 2025-07-24T04:20:30.5451840Z information we will match a given input to the recorded profile, and return 2025-07-24T04:20:30.5452190Z an output with the same metadata as in the recorded profile. If a profile 2025-07-24T04:20:30.5452480Z doesn't exist then an exception will be thrown. 2025-07-24T04:20:30.5452630Z 2025-07-24T04:20:30.5452770Z The fake kernel generation is considered unsafe because it relies on the 2025-07-24T04:20:30.5453120Z rigid, pre-defined operator profiles that do not account for potential 2025-07-24T04:20:30.5453470Z variations in output behavior. Specifically, the generated kernels assume a 2025-07-24T04:20:30.5453840Z fixed relationship between input and output ranks. However, in reality, it's 2025-07-24T04:20:30.5454210Z possible that data-dependent operations may produce outputs of different 2025-07-24T04:20:30.5454560Z ranks even when given inputs of the same rank. The generated fake kernels 2025-07-24T04:20:30.5454900Z are inflexible and unable to accommodate these nuances, making them 2025-07-24T04:20:30.5455150Z potentially unsafe. 2025-07-24T04:20:30.5455240Z 2025-07-24T04:20:30.5455280Z Args: 2025-07-24T04:20:30.5455480Z op_profiles (dict[str, set[OpProfile]]): A dictionary mapping operator 2025-07-24T04:20:30.5455850Z name to a set of operator profiles from which we will generate fake 2025-07-24T04:20:30.5456080Z kernels. 2025-07-24T04:20:30.5456170Z 2025-07-24T04:20:30.5456220Z Examples: 2025-07-24T04:20:30.5456290Z 2025-07-24T04:20:30.5456400Z >>> # Example: Registering an op-profile from draft-export 2025-07-24T04:20:30.5456620Z >>> import torch 2025-07-24T04:20:30.5456810Z >>> from torch.export._draft_export import draft_export 2025-07-24T04:20:30.5457020Z >>> 2025-07-24T04:20:30.5457200Z >>> @torch.library.custom_op("mylib::foo", mutates_args=()) 2025-07-24T04:20:30.5457450Z >>> def foo(x: Tensor, y: Tensor) -> Tensor: 2025-07-24T04:20:30.5457670Z >>> return x + y 2025-07-24T04:20:30.5457810Z >>> 2025-07-24T04:20:30.5457940Z >>> class M(torch.nn.Module): 2025-07-24T04:20:30.5458120Z >>> def forward(self, a, b): 2025-07-24T04:20:30.5458340Z >>> res = torch.ops.mylib.foo(a, b) # no fake impl 2025-07-24T04:20:30.5458550Z >>> return res 2025-07-24T04:20:30.5458700Z >>> 2025-07-24T04:20:30.5458870Z >>> ep = draft_export(M(), (torch.ones(3, 4), torch.ones(3, 4)) 2025-07-24T04:20:30.5459080Z >>> 2025-07-24T04:20:30.5459330Z >>> with torch._library.fake_profile.unsafe_generate_fake_kernels(ep._report.op_profiles): 2025-07-24T04:20:30.5459660Z >>> decomp = ep.run_decompositions() 2025-07-24T04:20:30.5459820Z 2025-07-24T04:20:30.5459820Z 2025-07-24T04:20:30.5459980Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.6116450Z 2025-07-24T04:20:30.6117390Z msg = Cannot scrape callname=CustomOpDef.register_fake in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/custom_ops.py line=396. 2025-07-24T04:20:30.6118090Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:30.6118430Z Register a FakeTensor implementation for this custom op. 2025-07-24T04:20:30.6118610Z 2025-07-24T04:20:30.6118780Z This is necessary to get the operator to work efficiently with torch.compile. 2025-07-24T04:20:30.6119010Z 2025-07-24T04:20:30.6119160Z The Fake impl (sometimes also known as a meta kernel or abstract impl) 2025-07-24T04:20:30.6119550Z specifies the behavior of this operator on Tensors that carry no data. 2025-07-24T04:20:30.6119870Z Given some input Tensors with certain properties 2025-07-24T04:20:30.6120190Z (sizes/strides/storage_offset/device), it specifies what the properties of 2025-07-24T04:20:30.6120470Z the output Tensors are. 2025-07-24T04:20:30.6120590Z 2025-07-24T04:20:30.6120720Z Please see :func:`torch.library.impl_abstract` for more details. 2025-07-24T04:20:30.6120920Z 2025-07-24T04:20:30.6120960Z Args: 2025-07-24T04:20:30.6121150Z fn (Callable): The function to register as the FakeTensor 2025-07-24T04:20:30.6121390Z implementation. 2025-07-24T04:20:30.6121500Z 2025-07-24T04:20:30.6121550Z Examples: 2025-07-24T04:20:30.6121690Z >>> import torch 2025-07-24T04:20:30.6121860Z >>> import numpy as np 2025-07-24T04:20:30.6122040Z >>> from torch import Tensor 2025-07-24T04:20:30.6122220Z >>> 2025-07-24T04:20:30.6122420Z >>> # Example 1: an operator without data-dependent output shape 2025-07-24T04:20:30.6122730Z >>> @torch.library.custom_op("mylib::linear", mutates_args=()) 2025-07-24T04:20:30.6123040Z >>> def linear(x: Tensor, weight: Tensor, bias: Tensor) -> Tensor: 2025-07-24T04:20:30.6123300Z >>> return (x @ weight.t()) + bias 2025-07-24T04:20:30.6123480Z >>> 2025-07-24T04:20:30.6123630Z >>> @linear.register_fake 2025-07-24T04:20:30.6123810Z >>> def _(x, weight, bias): 2025-07-24T04:20:30.6123990Z >>> assert x.dim() == 2 2025-07-24T04:20:30.6124190Z >>> assert weight.dim() == 2 2025-07-24T04:20:30.6124480Z >>> assert bias.dim() == 1 2025-07-24T04:20:30.6124690Z >>> assert x.shape[1] == weight.shape[1] 2025-07-24T04:20:30.6124920Z >>> assert weight.shape[0] == bias.shape[0] 2025-07-24T04:20:30.6125150Z >>> assert x.device == weight.device 2025-07-24T04:20:30.6125390Z >>> return x.new_empty(x.size(0), weight.size(0)) 2025-07-24T04:20:30.6125590Z >>> 2025-07-24T04:20:30.6125730Z >>> x = torch.randn(2, 2) 2025-07-24T04:20:30.6125920Z >>> weight = torch.randn(2, 2) 2025-07-24T04:20:30.6126110Z >>> bias = torch.randn(2) 2025-07-24T04:20:30.6126390Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-07-24T04:20:30.6126660Z >>> out = torch.compile(linear, fullgraph=True)(x, weight, bias) 2025-07-24T04:20:30.6126930Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-07-24T04:20:30.6127230Z >>> assert torch.allclose(out, torch.nn.functional.linear(x, weight, bias)) 2025-07-24T04:20:30.6127510Z >>> 2025-07-24T04:20:30.6127700Z >>> # Example 2: an operator with data-dependent output shape 2025-07-24T04:20:30.6128000Z >>> @torch.library.custom_op("mylib::nonzero", mutates_args=()) 2025-07-24T04:20:30.6128260Z >>> def nonzero(x: Tensor) -> Tensor: 2025-07-24T04:20:30.6128510Z >>> x_np = x.cpu().numpy() 2025-07-24T04:20:30.6128730Z >>> res = np.stack(np.nonzero(x_np), axis=1) 2025-07-24T04:20:30.6129010Z >>> return torch.tensor(res, device=x.device) 2025-07-24T04:20:30.6129220Z >>> 2025-07-24T04:20:30.6129360Z >>> @nonzero.register_fake 2025-07-24T04:20:30.6129530Z >>> def _(x): 2025-07-24T04:20:30.6129730Z >>> # Number of nonzero-elements is data-dependent. 2025-07-24T04:20:30.6130000Z >>> # Since we cannot peek at the data in an abstract impl, 2025-07-24T04:20:30.6130280Z >>> # we use the ctx object to construct a new symint that 2025-07-24T04:20:30.6130520Z >>> # represents the data-dependent size. 2025-07-24T04:20:30.6130740Z >>> ctx = torch.library.get_ctx() 2025-07-24T04:20:30.6130960Z >>> nnz = ctx.new_dynamic_size() 2025-07-24T04:20:30.6131150Z >>> shape = [nnz, x.dim()] 2025-07-24T04:20:30.6131380Z >>> result = x.new_empty(shape, dtype=torch.int64) 2025-07-24T04:20:30.6131590Z >>> return result 2025-07-24T04:20:30.6131750Z >>> 2025-07-24T04:20:30.6131900Z >>> x = torch.tensor([0, 1, 2, 0, 0, 1]) 2025-07-24T04:20:30.6132130Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-07-24T04:20:30.6132370Z >>> out = torch.compile(nonzero, fullgraph=True)(x) 2025-07-24T04:20:30.6132620Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-07-24T04:20:30.6132850Z >>> assert torch.allclose(out, x.nonzero()) 2025-07-24T04:20:30.6133000Z 2025-07-24T04:20:30.6133050Z 2025-07-24T04:20:30.6133430Z Original Error: IndentationError('expected an indented block after function definition on line 36', ('', 37, 1, '_._ = None\n', 37, 2)) 2025-07-24T04:20:30.6133800Z 2025-07-24T04:20:30.6133840Z _._ = None 2025-07-24T04:20:30.6133960Z ^ 2025-07-24T04:20:30.6134420Z msg = Cannot scrape callname=Conv1d in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py line=354. 2025-07-24T04:20:30.6135030Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.6135390Z Applies a 1D convolution over a quantized input signal composed of 2025-07-24T04:20:30.6135650Z several quantized input planes. 2025-07-24T04:20:30.6135790Z 2025-07-24T04:20:30.6135920Z For details on input arguments, parameters, and implementation see 2025-07-24T04:20:30.6136210Z :class:`~torch.nn.Conv1d`. 2025-07-24T04:20:30.6136330Z 2025-07-24T04:20:30.6136370Z .. note:: 2025-07-24T04:20:30.6136570Z Only `zeros` is supported for the :attr:`padding_mode` argument. 2025-07-24T04:20:30.6136760Z 2025-07-24T04:20:30.6136810Z .. note:: 2025-07-24T04:20:30.6137000Z Only `torch.quint8` is supported for the input data type. 2025-07-24T04:20:30.6137170Z 2025-07-24T04:20:30.6137170Z 2025-07-24T04:20:30.6137230Z Attributes: 2025-07-24T04:20:30.6137440Z weight (Tensor): packed tensor derived from the learnable weight 2025-07-24T04:20:30.6137690Z parameter. 2025-07-24T04:20:30.6137910Z scale (Tensor): scalar for the output scale 2025-07-24T04:20:30.6138200Z zero_point (Tensor): scalar for the output zero point 2025-07-24T04:20:30.6138360Z 2025-07-24T04:20:30.6138460Z See :class:`~torch.nn.Conv1d` for other attributes. 2025-07-24T04:20:30.6138620Z 2025-07-24T04:20:30.6138670Z Examples:: 2025-07-24T04:20:30.6138760Z 2025-07-24T04:20:30.6138850Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_QENGINE) 2025-07-24T04:20:30.6139090Z >>> m = nn.quantized.Conv1d(16, 33, 3, stride=2) 2025-07-24T04:20:30.6139310Z >>> input = torch.randn(20, 16, 100) 2025-07-24T04:20:30.6139500Z >>> # quantize input to quint8 2025-07-24T04:20:30.6139690Z >>> # xdoctest: +SKIP 2025-07-24T04:20:30.6139970Z >>> q_input = torch.quantize_per_tensor(input, scale=1.0, zero_point=0, 2025-07-24T04:20:30.6140250Z ... dtype=torch.quint8) 2025-07-24T04:20:30.6140500Z >>> output = m(q_input) 2025-07-24T04:20:30.6140610Z 2025-07-24T04:20:30.6140660Z 2025-07-24T04:20:30.6140880Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.6141100Z 2025-07-24T04:20:30.6141480Z msg = Cannot scrape callname=LSTM in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/rnn.py line=12. 2025-07-24T04:20:30.6142080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.6142380Z A quantized long short-term memory (LSTM). 2025-07-24T04:20:30.6142520Z 2025-07-24T04:20:30.6142690Z For the description and the argument types, please, refer to :class:`~torch.nn.LSTM` 2025-07-24T04:20:30.6142930Z 2025-07-24T04:20:30.6142980Z Attributes: 2025-07-24T04:20:30.6143130Z layers : instances of the `_LSTMLayer` 2025-07-24T04:20:30.6143270Z 2025-07-24T04:20:30.6143320Z .. note:: 2025-07-24T04:20:30.6143530Z To access the weights and biases, you need to access them per layer. 2025-07-24T04:20:30.6143840Z See examples in :class:`~torch.ao.nn.quantizable.LSTM` 2025-07-24T04:20:30.6144010Z 2025-07-24T04:20:30.6144070Z Examples:: 2025-07-24T04:20:30.6144190Z >>> # xdoctest: +SKIP 2025-07-24T04:20:30.6144360Z >>> custom_module_config = { 2025-07-24T04:20:30.6144570Z ... 'float_to_observed_custom_module_class': { 2025-07-24T04:20:30.6144800Z ... nn.LSTM: nn.quantizable.LSTM, 2025-07-24T04:20:30.6144990Z ... }, 2025-07-24T04:20:30.6145170Z ... 'observed_to_quantized_custom_module_class': { 2025-07-24T04:20:30.6145410Z ... nn.quantizable.LSTM: nn.quantized.LSTM, 2025-07-24T04:20:30.6145610Z ... } 2025-07-24T04:20:30.6145740Z ... } 2025-07-24T04:20:30.6145950Z >>> tq.prepare(model, prepare_custom_module_class=custom_module_config) 2025-07-24T04:20:30.6146290Z >>> tq.convert(model, convert_custom_module_class=custom_module_config) 2025-07-24T04:20:30.6146530Z 2025-07-24T04:20:30.6146750Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.6146970Z 2025-07-24T04:20:30.6147420Z msg = Cannot scrape callname=DTypeConfig in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/backend_config/backend_config.py line=181. 2025-07-24T04:20:30.6148150Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.6148380Z 2025-07-24T04:20:30.6148530Z Config object that specifies the supported data types passed as arguments to 2025-07-24T04:20:30.6148890Z quantize ops in the reference model spec, for input and output activations, 2025-07-24T04:20:30.6149150Z weights, and biases. 2025-07-24T04:20:30.6149250Z 2025-07-24T04:20:30.6149340Z For example, consider the following reference model: 2025-07-24T04:20:30.6149500Z 2025-07-24T04:20:30.6149610Z quant1 - [dequant1 - fp32_linear - quant2] - dequant2 2025-07-24T04:20:30.6149770Z 2025-07-24T04:20:30.6149930Z The pattern in the square brackets refers to the reference pattern of 2025-07-24T04:20:30.6150270Z statically quantized linear. Setting the input dtype as `torch.quint8` 2025-07-24T04:20:30.6150610Z in the DTypeConfig means we pass in `torch.quint8` as the dtype argument 2025-07-24T04:20:30.6150950Z to the first quantize op (quant1). Similarly, setting the output dtype as 2025-07-24T04:20:30.6151290Z `torch.quint8` means we pass in `torch.quint8` as the dtype argument to 2025-07-24T04:20:30.6151560Z the second quantize op (quant2). 2025-07-24T04:20:30.6151680Z 2025-07-24T04:20:30.6151820Z Note that the dtype here does not refer to the interface dtypes of the 2025-07-24T04:20:30.6152170Z op. For example, the "input dtype" here is not the dtype of the input 2025-07-24T04:20:30.6152490Z tensor passed to the quantized linear op. Though it can still be the 2025-07-24T04:20:30.6152860Z same as the interface dtype, this is not always the case, e.g. the 2025-07-24T04:20:30.6153180Z interface dtype is fp32 in dynamic quantization but the "input dtype" 2025-07-24T04:20:30.6153520Z specified in the DTypeConfig would still be quint8. The semantics of 2025-07-24T04:20:30.6153840Z dtypes here are the same as the semantics of the dtypes specified in 2025-07-24T04:20:30.6154080Z the observers. 2025-07-24T04:20:30.6154160Z 2025-07-24T04:20:30.6154290Z These dtypes are matched against the ones specified in the user's 2025-07-24T04:20:30.6154610Z QConfig. If there is a match, and the QConfig satisfies the constraints 2025-07-24T04:20:30.6154950Z specified in the DTypeConfig (if any), then we will quantize the given 2025-07-24T04:20:30.6155280Z pattern using this DTypeConfig. Otherwise, the QConfig is ignored and 2025-07-24T04:20:30.6155540Z the pattern will not be quantized. 2025-07-24T04:20:30.6155670Z 2025-07-24T04:20:30.6155720Z Example usage:: 2025-07-24T04:20:30.6155800Z 2025-07-24T04:20:30.6155860Z >>> # xdoctest: +SKIP(failing) 2025-07-24T04:20:30.6156050Z >>> dtype_config1 = DTypeConfig( 2025-07-24T04:20:30.6156240Z ... input_dtype=torch.quint8, 2025-07-24T04:20:30.6156430Z ... output_dtype=torch.quint8, 2025-07-24T04:20:30.6156630Z ... weight_dtype=torch.qint8, 2025-07-24T04:20:30.6156810Z ... bias_dtype=torch.float) 2025-07-24T04:20:30.6156930Z 2025-07-24T04:20:30.6157000Z >>> dtype_config2 = DTypeConfig( 2025-07-24T04:20:30.6157200Z ... input_dtype=DTypeWithConstraints( 2025-07-24T04:20:30.6157400Z ... dtype=torch.quint8, 2025-07-24T04:20:30.6157580Z ... quant_min_lower_bound=0, 2025-07-24T04:20:30.6157770Z ... quant_max_upper_bound=255, 2025-07-24T04:20:30.6157950Z ... ), 2025-07-24T04:20:30.6158100Z ... output_dtype=DTypeWithConstraints( 2025-07-24T04:20:30.6158300Z ... dtype=torch.quint8, 2025-07-24T04:20:30.6158480Z ... quant_min_lower_bound=0, 2025-07-24T04:20:30.6158670Z ... quant_max_upper_bound=255, 2025-07-24T04:20:30.6158840Z ... ), 2025-07-24T04:20:30.6159000Z ... weight_dtype=DTypeWithConstraints( 2025-07-24T04:20:30.6159190Z ... dtype=torch.qint8, 2025-07-24T04:20:30.6159380Z ... quant_min_lower_bound=-128, 2025-07-24T04:20:30.6159580Z ... quant_max_upper_bound=127, 2025-07-24T04:20:30.6159800Z ... ), 2025-07-24T04:20:30.6159930Z ... bias_dtype=torch.float) 2025-07-24T04:20:30.6160050Z 2025-07-24T04:20:30.6160120Z >>> dtype_config1.input_dtype 2025-07-24T04:20:30.6160280Z torch.quint8 2025-07-24T04:20:30.6160370Z 2025-07-24T04:20:30.6160430Z >>> dtype_config2.input_dtype 2025-07-24T04:20:30.6160590Z torch.quint8 2025-07-24T04:20:30.6160680Z 2025-07-24T04:20:30.6160760Z >>> dtype_config2.input_dtype_with_constraints 2025-07-24T04:20:30.6166210Z DTypeWithConstraints(dtype=torch.quint8, quant_min_lower_bound=0, quant_max_upper_bound=255, scale_min_lower_bound=None, scale_max_upper_bound=None) 2025-07-24T04:20:30.6166610Z 2025-07-24T04:20:30.6166760Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.6345420Z 2025-07-24T04:20:30.6346190Z msg = Cannot scrape callname=ModelReportVisualizer.generate_filtered_tables in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=301. 2025-07-24T04:20:30.6347130Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.6347360Z 2025-07-24T04:20:30.6347530Z Takes in optional filter values and generates two tables with desired information. 2025-07-24T04:20:30.6347790Z 2025-07-24T04:20:30.6347920Z The generated tables are presented in both a list-of-lists format 2025-07-24T04:20:30.6348230Z 2025-07-24T04:20:30.6348360Z The reason for the two tables are that they handle different things: 2025-07-24T04:20:30.6348720Z 1.) the first table handles all tensor level information 2025-07-24T04:20:30.6349030Z 2.) the second table handles and displays all channel based information 2025-07-24T04:20:30.6349230Z 2025-07-24T04:20:30.6349420Z The reasoning for this is that having all the info in one table can make it ambiguous which collected 2025-07-24T04:20:30.6349880Z statistics are global, and which are actually per-channel, so it's better to split it up into two 2025-07-24T04:20:30.6350360Z tables. This also makes the information much easier to digest given the plethora of statistics collected 2025-07-24T04:20:30.6350630Z 2025-07-24T04:20:30.6350680Z Tensor table columns: 2025-07-24T04:20:30.6350900Z idx layer_fqn feature_1 feature_2 feature_3 .... feature_n 2025-07-24T04:20:30.6351200Z ---- --------- --------- --------- --------- --------- 2025-07-24T04:20:30.6351360Z 2025-07-24T04:20:30.6351430Z Per-Channel table columns: 2025-07-24T04:20:30.6351680Z idx layer_fqn channel feature_1 feature_2 feature_3 .... feature_n 2025-07-24T04:20:30.6351990Z ---- --------- ------- --------- --------- --------- --------- 2025-07-24T04:20:30.6352170Z 2025-07-24T04:20:30.6352210Z Args: 2025-07-24T04:20:30.6352440Z feature_filter (str, optional): Filters the features presented to only those that 2025-07-24T04:20:30.6352730Z contain this filter substring 2025-07-24T04:20:30.6352970Z Default = "", results in all the features being printed 2025-07-24T04:20:30.6353290Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-07-24T04:20:30.6353670Z Default = "", results in all the modules in the reports to be visible in the table 2025-07-24T04:20:30.6353880Z 2025-07-24T04:20:30.6353950Z Returns a dictionary with two keys: 2025-07-24T04:20:30.6354190Z (Dict[str, Tuple[List, List]]) A dict containing two keys: 2025-07-24T04:20:30.6354430Z "tensor_level_info", "channel_level_info" 2025-07-24T04:20:30.6354640Z Each key maps to a tuple with: 2025-07-24T04:20:30.6354840Z A list of the headers of each table 2025-07-24T04:20:30.6355090Z A list of lists containing the table information row by row 2025-07-24T04:20:30.6355380Z The 0th index row will contain the headers of the columns 2025-07-24T04:20:30.6355630Z The rest of the rows will contain data 2025-07-24T04:20:30.6355840Z 2025-07-24T04:20:30.6355890Z Example Use: 2025-07-24T04:20:30.6356050Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:30.6356300Z >>> mod_report_visualizer.generate_filtered_tables( 2025-07-24T04:20:30.6356580Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-07-24T04:20:30.6356930Z ... ) # generates table with per_channel_min info for all modules in block 1 of the model 2025-07-24T04:20:30.6357160Z 2025-07-24T04:20:30.6357320Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.6357540Z 2025-07-24T04:20:30.6358140Z msg = Cannot scrape callname=ModelReportVisualizer.generate_table_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=399. 2025-07-24T04:20:30.6358990Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.6359220Z 2025-07-24T04:20:30.6359390Z Takes in optional filter values and prints out formatted tables of the information. 2025-07-24T04:20:30.6359620Z 2025-07-24T04:20:30.6359830Z The reason for the two tables printed out instead of one large one are that they handle different things: 2025-07-24T04:20:30.6360200Z 1.) the first table handles all tensor level information 2025-07-24T04:20:30.6360490Z 2.) the second table handles and displays all channel based information 2025-07-24T04:20:30.6360710Z 2025-07-24T04:20:30.6360900Z The reasoning for this is that having all the info in one table can make it ambiguous which collected 2025-07-24T04:20:30.6361390Z statistics are global, and which are actually per-channel, so it's better to split it up into two 2025-07-24T04:20:30.6361890Z tables. This also makes the information much easier to digest given the plethora of statistics collected 2025-07-24T04:20:30.6362160Z 2025-07-24T04:20:30.6362220Z Tensor table columns: 2025-07-24T04:20:30.6362440Z idx layer_fqn feature_1 feature_2 feature_3 .... feature_n 2025-07-24T04:20:30.6362720Z ---- --------- --------- --------- --------- --------- 2025-07-24T04:20:30.6362890Z 2025-07-24T04:20:30.6362950Z Per-Channel table columns: 2025-07-24T04:20:30.6363070Z 2025-07-24T04:20:30.6363200Z idx layer_fqn channel feature_1 feature_2 feature_3 .... feature_n 2025-07-24T04:20:30.6363520Z ---- --------- ------- --------- --------- --------- --------- 2025-07-24T04:20:30.6363690Z 2025-07-24T04:20:30.6363730Z Args: 2025-07-24T04:20:30.6363960Z feature_filter (str, optional): Filters the features presented to only those that 2025-07-24T04:20:30.6364260Z contain this filter substring 2025-07-24T04:20:30.6364490Z Default = "", results in all the features being printed 2025-07-24T04:20:30.6364820Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-07-24T04:20:30.6365200Z Default = "", results in all the modules in the reports to be visible in the table 2025-07-24T04:20:30.6365420Z 2025-07-24T04:20:30.6365470Z Example Use: 2025-07-24T04:20:30.6365640Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:30.6365880Z >>> mod_report_visualizer.generate_table_visualization( 2025-07-24T04:20:30.6366170Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-07-24T04:20:30.6366410Z ... ) 2025-07-24T04:20:30.6366590Z >>> # prints out neatly formatted table with per_channel_min info 2025-07-24T04:20:30.6366850Z >>> # for all modules in block 1 of the model 2025-07-24T04:20:30.6367000Z 2025-07-24T04:20:30.6367150Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.6367370Z 2025-07-24T04:20:30.6367960Z msg = Cannot scrape callname=ModelReportVisualizer.generate_plot_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=564. 2025-07-24T04:20:30.6368810Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.6369030Z 2025-07-24T04:20:30.6369180Z Takes in a feature and optional module_filter and plots of the desired data. 2025-07-24T04:20:30.6369390Z 2025-07-24T04:20:30.6369560Z For per channel features, it averages the value across the channels and plots a point 2025-07-24T04:20:30.6369950Z per module. The reason for this is that for models with hundreds of channels, it can 2025-07-24T04:20:30.6370340Z be hard to differentiate one channel line from another, and so the point of generating 2025-07-24T04:20:30.6370740Z a single average point per module is to give a sense of general trends that encourage 2025-07-24T04:20:30.6371050Z further deep dives. 2025-07-24T04:20:30.6371140Z 2025-07-24T04:20:30.6371190Z Note: 2025-07-24T04:20:30.6371420Z Only features in the report that have tensor value data are plottable by this class 2025-07-24T04:20:30.6371740Z When the tensor information is plotted, it will plot: 2025-07-24T04:20:30.6372000Z idx as the x val, feature value as the y_val 2025-07-24T04:20:30.6372240Z When the channel information is plotted, it will plot: 2025-07-24T04:20:30.6372570Z the first idx of each module as the x val, feature value as the y_val [for each channel] 2025-07-24T04:20:30.6372940Z The reason for this is that we want to be able to compare values across the 2025-07-24T04:20:30.6373410Z channels for same layer, and it will be hard if values are staggered by idx 2025-07-24T04:20:30.6373740Z This means each module is represented by only 1 x value 2025-07-24T04:20:30.6373980Z Args: 2025-07-24T04:20:30.6374190Z feature_filter (str): Filters the features presented to only those that 2025-07-24T04:20:30.6374450Z contain this filter substring 2025-07-24T04:20:30.6374740Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-07-24T04:20:30.6375120Z Default = "", results in all the modules in the reports to be visible in the table 2025-07-24T04:20:30.6375330Z 2025-07-24T04:20:30.6375380Z Example Use: 2025-07-24T04:20:30.6375530Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:30.6375770Z >>> mod_report_visualizer.generate_plot_visualization( 2025-07-24T04:20:30.6376050Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-07-24T04:20:30.6376290Z ... ) 2025-07-24T04:20:30.6376460Z >>> # outputs line plot of per_channel_min information for all 2025-07-24T04:20:30.6376760Z >>> # modules in block1 of model each channel gets it's own line, 2025-07-24T04:20:30.6377050Z >>> # and it's plotted across the in-order modules on the x-axis 2025-07-24T04:20:30.6377230Z 2025-07-24T04:20:30.6377380Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.6377600Z 2025-07-24T04:20:30.6378200Z msg = Cannot scrape callname=ModelReportVisualizer.generate_histogram_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=643. 2025-07-24T04:20:30.6379010Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.6379230Z 2025-07-24T04:20:30.6379400Z Takes in a feature and optional module_filter and plots the histogram of desired data. 2025-07-24T04:20:30.6379630Z 2025-07-24T04:20:30.6379680Z Note: 2025-07-24T04:20:30.6379910Z Only features in the report that have tensor value data can be viewed as a histogram 2025-07-24T04:20:30.6380300Z If you want to plot a histogram from all the channel values of a specific feature for 2025-07-24T04:20:30.6380670Z a specific model, make sure to specify both the model and the feature properly 2025-07-24T04:20:30.6381050Z in the filters and you should be able to see a distribution of the channel data 2025-07-24T04:20:30.6381260Z 2025-07-24T04:20:30.6381310Z Args: 2025-07-24T04:20:30.6381580Z feature_filter (str, optional): Filters the features presented to only those that 2025-07-24T04:20:30.6381860Z contain this filter substring 2025-07-24T04:20:30.6382100Z Default = "", results in all the features being printed 2025-07-24T04:20:30.6382430Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-07-24T04:20:30.6382810Z Default = "", results in all the modules in the reports to be visible in the table 2025-07-24T04:20:30.6383160Z num_bins (int, optional): The number of bins to create the histogram with 2025-07-24T04:20:30.6383490Z Default = 10, the values will be split into 10 equal sized bins 2025-07-24T04:20:30.6383700Z 2025-07-24T04:20:30.6383750Z Example Use: 2025-07-24T04:20:30.6383880Z >>> # xdoctest: +SKIP 2025-07-24T04:20:30.6384170Z >>> mod_report_visualizer.generategenerate_histogram_visualization_plot_visualization( 2025-07-24T04:20:30.6384540Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-07-24T04:20:30.6384770Z ... ) 2025-07-24T04:20:30.6385000Z # outputs histogram of per_channel_min information for all modules in block1 of model 2025-07-24T04:20:30.6385390Z information is gathered across all channels for all modules in block 1 for the 2025-07-24T04:20:30.6385760Z per_channel_min and is displayed in a histogram of equally sized bins 2025-07-24T04:20:30.6385960Z 2025-07-24T04:20:30.6386130Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.9882780Z 2025-07-24T04:20:30.9883630Z msg = Cannot scrape callname=ModelReport in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report.py line=24. 2025-07-24T04:20:30.9884400Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.9884630Z 2025-07-24T04:20:30.9884830Z The ModelReport class aims to provide users an easy way to diagnose issues that they run into 2025-07-24T04:20:30.9885270Z with their models. The class works with all traceable GraphModules to help diagnose issues, 2025-07-24T04:20:30.9885720Z though the requirements on the type of model more-so depends on the specific report the user 2025-07-24T04:20:30.9886170Z is trying to generate. With respect to the reports, the ModelReport class is initialized with 2025-07-24T04:20:30.9886600Z a set of Detector classes, each of which generate reports on quantization configuration 2025-07-24T04:20:30.9886900Z issues a use might have. 2025-07-24T04:20:30.9887010Z 2025-07-24T04:20:30.9887080Z Currently supports generating reports on: 2025-07-24T04:20:30.9887360Z - Suggestions for per-channel vs. per-tensor quantization (nn.Module) 2025-07-24T04:20:30.9887740Z - Suggestions for dynamic vs static quantization for linear layers (Graph Modules) 2025-07-24T04:20:30.9888140Z - Suggestions for input-weight equalization for linear and conv layers (Graph Modules) 2025-07-24T04:20:30.9888520Z - Suggestions for outlier detection for all layers (Graph Modules) 2025-07-24T04:20:30.9888720Z 2025-07-24T04:20:30.9888950Z The ModelReport class has the primary functionality of inserting observers (primarily the ModelReportObserver) 2025-07-24T04:20:30.9889470Z where needed for each detector to gather the information it needs, and then after calibration, the ModelReport 2025-07-24T04:20:30.9889980Z class compiles the report generated by each Detector class into a single report to return to the user. It also 2025-07-24T04:20:30.9890390Z has the capability to remove all the observers it inserted as well. 2025-07-24T04:20:30.9890590Z 2025-07-24T04:20:30.9890770Z * :attr:`_model` The model we wish to generate the report for. Must be a traceable GraphModule 2025-07-24T04:20:30.9891010Z 2025-07-24T04:20:30.9891230Z * :attr:`_desired_report_detectors` The set of Detectors representing desired reports from the ModelReport class 2025-07-24T04:20:30.9891710Z Make sure that these are all unique types of detectors [do not have more than 1 of the same class] 2025-07-24T04:20:30.9892060Z 2025-07-24T04:20:30.9892230Z * :attr:`_desired_detector_names` The set of detector names of the _desired_report_detectors. 2025-07-24T04:20:30.9892610Z This set is generated by calling the get_detector_name() of each detector 2025-07-24T04:20:30.9892820Z 2025-07-24T04:20:30.9893030Z * :attr:`_detector_name_to_observer_fqns` The mapping from each detector to fqns of observers of interest 2025-07-24T04:20:30.9893490Z The purpose of this is to keep track of what observers were inserted for each detector, so that they 2025-07-24T04:20:30.9893810Z can be removed at the end if desired 2025-07-24T04:20:30.9893940Z 2025-07-24T04:20:30.9894190Z * :attr:`_prepared_flag` A boolean flag that keeps track of whether we have prepared the model or not 2025-07-24T04:20:30.9894590Z This is to ensure we only insert observers once with the ModelReport instance 2025-07-24T04:20:30.9894800Z 2025-07-24T04:20:30.9894950Z * :attr:`_removed_observers` A boolean to track if we have removed observers already 2025-07-24T04:20:30.9895350Z The purpose is to ensure we don't attempt to remove observers twice with the same ModelReport 2025-07-24T04:20:30.9895790Z instance. This also allows the functionality where we can generate the report multiple times 2025-07-24T04:20:30.9896140Z as long as we haven't removed the observers yet. 2025-07-24T04:20:30.9896290Z 2025-07-24T04:20:30.9896390Z Note: 2025-07-24T04:20:30.9896650Z This class was initially designed to work with the Fx Graph Mode workflow in mind. However, 2025-07-24T04:20:30.9897120Z full functionality is available as long as there is a traceable GraphModule that is being used. 2025-07-24T04:20:30.9897560Z One method to get a traceable GraphModule without going through the Fx workflow is to use 2025-07-24T04:20:30.9897870Z the QuantizationTracer class. 2025-07-24T04:20:30.9898000Z 2025-07-24T04:20:30.9898060Z General Flow for Fx workflow: 2025-07-24T04:20:30.9898410Z 1.) Initialize ModelReport object with reports of interest by passing in initialized detector objects and model 2025-07-24T04:20:30.9898770Z 2.) Prepare your model with prepare_fx 2025-07-24T04:20:30.9899050Z 3.) Call model_report.prepare_detailed_calibration to add relevant observers 2025-07-24T04:20:30.9899330Z 4.) Calibrate your model with data 2025-07-24T04:20:30.9899670Z 5.) Call model_report.generate_report on your model to generate report and optionally remove added observers 2025-07-24T04:20:30.9899990Z Optional 2025-07-24T04:20:30.9900230Z 6.) Call model_report.generate_visualizer to get a ModelReportVisualizer instance 2025-07-24T04:20:30.9900610Z 7.) To help in parsing report information and debugging, view report info as a: 2025-07-24T04:20:30.9900880Z - Table 2025-07-24T04:20:30.9901000Z - Histogram 2025-07-24T04:20:30.9901140Z - Line plot 2025-07-24T04:20:30.9901420Z 8.) Call model_report.generate_qconfigs to generate the qconfigs based on the report suggestions 2025-07-24T04:20:30.9901680Z 2025-07-24T04:20:30.9901750Z Example (with QuantizationTracer): 2025-07-24T04:20:30.9901930Z >>> # xdoctest: +SKIP 2025-07-24T04:20:30.9902090Z >>> # get the necessary qconfig 2025-07-24T04:20:30.9902280Z >>> config = PrepareCustomConfig() 2025-07-24T04:20:30.9902500Z >>> skipped_module_names, skipped_module_classes = ( 2025-07-24T04:20:30.9902770Z ... get_skipped_module_name_and_classes(config, False) 2025-07-24T04:20:30.9902970Z ... ) 2025-07-24T04:20:30.9903040Z 2025-07-24T04:20:30.9903130Z >>> # initialize our model and get GraphModule 2025-07-24T04:20:30.9903330Z >>> model = SomeModel() 2025-07-24T04:20:30.9903580Z >>> tracer = QuantizationTracer(skipped_module_names, skipped_module_classes) 2025-07-24T04:20:30.9903910Z >>> graph_module = GraphModule(model, tracer.trace(model)) 2025-07-24T04:20:30.9904080Z 2025-07-24T04:20:30.9904180Z >>> # get our set of detectors and ModelReport instance 2025-07-24T04:20:30.9904440Z >>> detector_set = set( 2025-07-24T04:20:30.9904590Z ... [ 2025-07-24T04:20:30.9904740Z ... DynamicStaticDetector(tolerance=0.5), 2025-07-24T04:20:30.9905010Z ... InputWeightEqualizationDetector(ratio_threshold=0.7), 2025-07-24T04:20:30.9905250Z ... ] 2025-07-24T04:20:30.9905370Z ... ) 2025-07-24T04:20:30.9905570Z >>> tracer_reporter = ModelReport(graph_module, tracer_detector_set) 2025-07-24T04:20:30.9905770Z 2025-07-24T04:20:30.9905870Z >>> # now we insert the observers and calibrate the model 2025-07-24T04:20:30.9906200Z >>> tracer_model_with_observers = tracer_reporter.prepare_detailed_calibration() 2025-07-24T04:20:30.9906500Z >>> for i in range(num_callibration_batches): 2025-07-24T04:20:30.9906770Z >>> example_input = get_callibration_input() 2025-07-24T04:20:30.9907000Z >>> tracer_model_with_observers(example_input) 2025-07-24T04:20:30.9907160Z 2025-07-24T04:20:30.9907320Z >>> # finally we generate the reports and optionally remove the observers we inserted 2025-07-24T04:20:30.9907630Z >>> reports = tracer_reporter.generate_model_report( 2025-07-24T04:20:30.9907870Z ... remove_inserted_observers=True 2025-07-24T04:20:30.9908050Z ... ) 2025-07-24T04:20:30.9908120Z 2025-07-24T04:20:30.9908260Z >>> # Optional: we can generate the qconfig mapping based on the suggestions 2025-07-24T04:20:30.9908580Z >>> qconfigs = model_report.generate_qconfig_mapping() 2025-07-24T04:20:30.9908750Z 2025-07-24T04:20:30.9908900Z >>> # Optional: we can generate the equalization mapping based on the suggestions 2025-07-24T04:20:30.9909260Z >>> qconfigs = model_report.generate_equalization_mapping() 2025-07-24T04:20:30.9909450Z 2025-07-24T04:20:30.9909620Z >>> # Optional: we get a ModelReportVisualizer instance to do any visualizations desired 2025-07-24T04:20:30.9909980Z >>> model_report_visualizer = tracer_reporter.generate_visualizer() 2025-07-24T04:20:30.9910180Z 2025-07-24T04:20:30.9910180Z 2025-07-24T04:20:30.9910340Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:30.9910560Z 2025-07-24T04:20:30.9911040Z msg = Cannot scrape callname=BaseSparsifier.squash_mask in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/pruning/sparsifier/base_sparsifier.py line=229. 2025-07-24T04:20:30.9911740Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:30.9912070Z Squashes the sparse masks into the appropriate tensors. 2025-07-24T04:20:30.9912240Z 2025-07-24T04:20:30.9912370Z If either the `params_to_keep` or `params_to_keep_per_layer` is set, 2025-07-24T04:20:30.9912680Z the module will have a `sparse_params` dict attached to it. 2025-07-24T04:20:30.9912860Z 2025-07-24T04:20:30.9912910Z Args: 2025-07-24T04:20:30.9913110Z params_to_keep: List of keys to save in the module or a dict 2025-07-24T04:20:30.9913390Z representing the modules and keys that will have 2025-07-24T04:20:30.9913640Z sparsity parameters saved 2025-07-24T04:20:30.9913920Z params_to_keep_per_layer: Dict to specify the params that should be 2025-07-24T04:20:30.9914220Z saved for specific layers. The keys in the dict 2025-07-24T04:20:30.9914480Z should be the module fqn, while the values should 2025-07-24T04:20:30.9914750Z be a list of strings with the names of the variables 2025-07-24T04:20:30.9915010Z to save in the `sparse_params` 2025-07-24T04:20:30.9915150Z 2025-07-24T04:20:30.9915200Z Examples: 2025-07-24T04:20:30.9915370Z >>> # xdoctest: +SKIP("locals are undefined") 2025-07-24T04:20:30.9915580Z >>> # Don't save any sparse params 2025-07-24T04:20:30.9915790Z >>> sparsifier.squash_mask() 2025-07-24T04:20:30.9916000Z >>> hasattr(model.submodule1, "sparse_params") 2025-07-24T04:20:30.9916230Z False 2025-07-24T04:20:30.9916320Z 2025-07-24T04:20:30.9916390Z >>> # Keep sparse params per layer 2025-07-24T04:20:30.9916590Z >>> sparsifier.squash_mask( 2025-07-24T04:20:30.9916800Z ... params_to_keep_per_layer={ 2025-07-24T04:20:30.9917020Z ... "submodule1.linear1": ("foo", "bar"), 2025-07-24T04:20:30.9917250Z ... "submodule2.linear42": ("baz",), 2025-07-24T04:20:30.9917440Z ... } 2025-07-24T04:20:30.9917570Z ... ) 2025-07-24T04:20:30.9917750Z >>> print(model.submodule1.linear1.sparse_params) 2025-07-24T04:20:30.9918000Z {'foo': 42, 'bar': 24} 2025-07-24T04:20:30.9918220Z >>> print(model.submodule2.linear42.sparse_params) 2025-07-24T04:20:30.9918430Z {'baz': 0.1} 2025-07-24T04:20:30.9918540Z 2025-07-24T04:20:30.9918610Z >>> # Keep sparse params for all layers 2025-07-24T04:20:30.9918870Z >>> sparsifier.squash_mask(params_to_keep=("foo", "bar")) 2025-07-24T04:20:30.9919140Z >>> print(model.submodule1.linear1.sparse_params) 2025-07-24T04:20:30.9919360Z {'foo': 42, 'bar': 24} 2025-07-24T04:20:30.9919580Z >>> print(model.submodule2.linear42.sparse_params) 2025-07-24T04:20:30.9919800Z {'foo': 42, 'bar': 24} 2025-07-24T04:20:30.9919910Z 2025-07-24T04:20:30.9920070Z >>> # Keep some sparse params for all layers, and specific ones for 2025-07-24T04:20:30.9920320Z >>> # some other layers 2025-07-24T04:20:30.9920540Z >>> sparsifier.squash_mask( 2025-07-24T04:20:30.9925630Z ... params_to_keep=("foo", "bar"), 2025-07-24T04:20:30.9925910Z ... params_to_keep_per_layer={"submodule2.linear42": ("baz",)}, 2025-07-24T04:20:30.9926140Z ... ) 2025-07-24T04:20:30.9926330Z >>> print(model.submodule1.linear1.sparse_params) 2025-07-24T04:20:30.9926550Z {'foo': 42, 'bar': 24} 2025-07-24T04:20:30.9926770Z >>> print(model.submodule2.linear42.sparse_params) 2025-07-24T04:20:30.9927000Z {'foo': 42, 'bar': 24, 'baz': 0.1} 2025-07-24T04:20:30.9927170Z 2025-07-24T04:20:30.9927390Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:31.0744090Z 2025-07-24T04:20:31.0744880Z msg = Cannot scrape callname=ActivationSparsifier in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/pruning/_experimental/activation_sparsifier/activation_sparsifier.py line=16. 2025-07-24T04:20:31.0745770Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:31.0746020Z 2025-07-24T04:20:31.0746190Z The Activation sparsifier class aims to sparsify/prune activations in a neural 2025-07-24T04:20:31.0746580Z network. The idea is to attach the sparsifier to a layer (or layers) and it 2025-07-24T04:20:31.0746960Z zeroes out the activations based on the mask_fn (or sparsification function) 2025-07-24T04:20:31.0747240Z input by the user. 2025-07-24T04:20:31.0747470Z The mask_fn is applied once all the inputs are aggregated and reduced i.e. 2025-07-24T04:20:31.0747780Z mask = mask_fn(reduce_fn(aggregate_fn(activations))) 2025-07-24T04:20:31.0747950Z 2025-07-24T04:20:31.0748010Z Note:: 2025-07-24T04:20:31.0748290Z The sparsification mask is computed on the input **before it goes through the attached layer**. 2025-07-24T04:20:31.0748560Z 2025-07-24T04:20:31.0748610Z Args: 2025-07-24T04:20:31.0748730Z model (nn.Module): 2025-07-24T04:20:31.0748980Z The model whose layers will be sparsified. The layers that needs to be 2025-07-24T04:20:31.0749350Z sparsified should be added separately using the register_layer() function 2025-07-24T04:20:31.0749640Z aggregate_fn (Optional, Callable): 2025-07-24T04:20:31.0749940Z default aggregate_fn that is used if not specified while registering the layer. 2025-07-24T04:20:31.0750530Z specifies how inputs should be aggregated over time. 2025-07-24T04:20:31.0750890Z The aggregate_fn should usually take 2 torch tensors and return the aggregated tensor. 2025-07-24T04:20:31.0751180Z Example 2025-07-24T04:20:31.0751390Z def add_agg_fn(tensor1, tensor2): return tensor1 + tensor2 2025-07-24T04:20:31.0751650Z reduce_fn (Optional, Callable): 2025-07-24T04:20:31.0751950Z default reduce_fn that is used if not specified while registering the layer. 2025-07-24T04:20:31.0752340Z reduce_fn will be called on the aggregated tensor i.e. the tensor obtained after 2025-07-24T04:20:31.0752650Z calling agg_fn() on all inputs. 2025-07-24T04:20:31.0752920Z Example 2025-07-24T04:20:31.0753140Z def mean_reduce_fn(agg_tensor): return agg_tensor.mean(dim=0) 2025-07-24T04:20:31.0753410Z mask_fn (Optional, Callable): 2025-07-24T04:20:31.0753740Z default mask_fn that is used to create the sparsification mask using the tensor obtained after 2025-07-24T04:20:31.0754160Z calling the reduce_fn(). This is used by default if a custom one is passed in the 2025-07-24T04:20:31.0754460Z register_layer(). 2025-07-24T04:20:31.0754800Z Note that the mask_fn() definition should contain the sparse arguments that is passed in sparse_config 2025-07-24T04:20:31.0755190Z arguments. 2025-07-24T04:20:31.0755370Z features (Optional, list): 2025-07-24T04:20:31.0755680Z default selected features to sparsify. 2025-07-24T04:20:31.0755990Z If this is non-empty, then the mask_fn will be applied for each feature of the input. 2025-07-24T04:20:31.0756280Z For example, 2025-07-24T04:20:31.0756550Z mask = [mask_fn(reduce_fn(aggregated_fn(input[feature])) for feature in features] 2025-07-24T04:20:31.0756830Z feature_dim (Optional, int): 2025-07-24T04:20:31.0757130Z default dimension of input features. Again, features along this dim will be chosen 2025-07-24T04:20:31.0757420Z for sparsification. 2025-07-24T04:20:31.0757600Z sparse_config (Dict): 2025-07-24T04:20:31.0757850Z Default configuration for the mask_fn. This config will be passed 2025-07-24T04:20:31.0758110Z with the mask_fn() 2025-07-24T04:20:31.0758230Z 2025-07-24T04:20:31.0758280Z Example: 2025-07-24T04:20:31.0758410Z >>> # xdoctest: +SKIP 2025-07-24T04:20:31.0758560Z >>> model = SomeModel() 2025-07-24T04:20:31.0758820Z >>> act_sparsifier = ActivationSparsifier(...) # init activation sparsifier 2025-07-24T04:20:31.0759090Z >>> # Initialize aggregate_fn 2025-07-24T04:20:31.0759260Z >>> def agg_fn(x, y): 2025-07-24T04:20:31.0759410Z >>> return x + y 2025-07-24T04:20:31.0759550Z >>> 2025-07-24T04:20:31.0759670Z >>> # Initialize reduce_fn 2025-07-24T04:20:31.0759840Z >>> def reduce_fn(x): 2025-07-24T04:20:31.0760000Z >>> return torch.mean(x, dim=0) 2025-07-24T04:20:31.0760180Z >>> 2025-07-24T04:20:31.0760290Z >>> # Initialize mask_fn 2025-07-24T04:20:31.0760460Z >>> def mask_fn(data): 2025-07-24T04:20:31.0760640Z >>> return torch.eye(data.shape).to(data.device) 2025-07-24T04:20:31.0760840Z >>> 2025-07-24T04:20:31.0760950Z >>> 2025-07-24T04:20:31.0761080Z >>> act_sparsifier.register_layer( 2025-07-24T04:20:31.0761270Z ... model.some_layer, 2025-07-24T04:20:31.0761430Z ... aggregate_fn=agg_fn, 2025-07-24T04:20:31.0761610Z ... reduce_fn=reduce_fn, 2025-07-24T04:20:31.0761770Z ... mask_fn=mask_fn, 2025-07-24T04:20:31.0761920Z ... ) 2025-07-24T04:20:31.0762030Z >>> 2025-07-24T04:20:31.0762150Z >>> # start training process 2025-07-24T04:20:31.0762310Z >>> for _ in [...]: 2025-07-24T04:20:31.0762450Z >>> # epoch starts 2025-07-24T04:20:31.0762650Z >>> # model.forward(), compute_loss() and model.backwards() 2025-07-24T04:20:31.0762920Z >>> # epoch ends 2025-07-24T04:20:31.0763070Z >>> act_sparsifier.step() 2025-07-24T04:20:31.0763250Z >>> # end training process 2025-07-24T04:20:31.0763420Z >>> sparsifier.squash_mask() 2025-07-24T04:20:31.0763540Z 2025-07-24T04:20:31.0763690Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:31.0763910Z 2025-07-24T04:20:31.0764480Z msg = Cannot scrape callname=BaseDataScheduler.get_schedule_param in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/pruning/_experimental/data_scheduler/base_data_scheduler.py line=91. 2025-07-24T04:20:31.0765270Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:31.0765510Z 2025-07-24T04:20:31.0765630Z Abstract method that needs to be implemented by the child class. 2025-07-24T04:20:31.0765980Z The expected return type should is a dictionary of name to schedule_param value 2025-07-24T04:20:31.0766370Z The returned values will be updated in sparsifier when the scheduler step() function 2025-07-24T04:20:31.0766650Z is called. 2025-07-24T04:20:31.0766720Z 2025-07-24T04:20:31.0766770Z Example: 2025-07-24T04:20:31.0766900Z >>> def get_schedule_param(self): 2025-07-24T04:20:31.0767080Z ... new_param = {} 2025-07-24T04:20:31.0767310Z ... for name in self.sparsifier.data_groups.keys(): 2025-07-24T04:20:31.0767530Z ... new_param[name] = ( 2025-07-24T04:20:31.0767780Z ... self.sparsifier.data_groups[name][self.schedule_param] * 0.5 2025-07-24T04:20:31.0768050Z ... ) 2025-07-24T04:20:31.0768190Z ... return new_param 2025-07-24T04:20:31.0768310Z 2025-07-24T04:20:31.0768510Z When the step() function is called, the value in self.sparsifier.data_groups[name][self.schedule_param] 2025-07-24T04:20:31.0768830Z would be halved 2025-07-24T04:20:31.0768910Z 2025-07-24T04:20:31.0769070Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:31.0769290Z 2025-07-24T04:20:31.0769730Z msg = Cannot scrape callname=RelaxedBernoulli in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/relaxed_bernoulli.py line=120. 2025-07-24T04:20:31.0770370Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:31.0770590Z 2025-07-24T04:20:31.0770710Z Creates a RelaxedBernoulli distribution, parametrized by 2025-07-24T04:20:31.0771000Z :attr:`temperature`, and either :attr:`probs` or :attr:`logits` 2025-07-24T04:20:31.0771320Z (but not both). This is a relaxed version of the `Bernoulli` distribution, 2025-07-24T04:20:31.0771640Z so the values are in (0, 1), and has reparametrizable samples. 2025-07-24T04:20:31.0771820Z 2025-07-24T04:20:31.0771870Z Example:: 2025-07-24T04:20:31.0771940Z 2025-07-24T04:20:31.0772020Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-07-24T04:20:31.0772250Z >>> m = RelaxedBernoulli(torch.tensor([2.2]), 2025-07-24T04:20:31.0772480Z ... torch.tensor([0.1, 0.2, 0.3, 0.99])) 2025-07-24T04:20:31.0772670Z >>> m.sample() 2025-07-24T04:20:31.0772820Z tensor([ 0.2951, 0.3442, 0.8918, 0.9021]) 2025-07-24T04:20:31.0772960Z 2025-07-24T04:20:31.0773010Z Args: 2025-07-24T04:20:31.0773150Z temperature (Tensor): relaxation temperature 2025-07-24T04:20:31.0773410Z probs (Number, Tensor): the probability of sampling `1` 2025-07-24T04:20:31.0773680Z logits (Number, Tensor): the log-odds of sampling `1` 2025-07-24T04:20:31.0773840Z 2025-07-24T04:20:31.0774000Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:31.0774220Z 2025-07-24T04:20:31.0774690Z msg = Cannot scrape callname=RelaxedOneHotCategorical in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/relaxed_categorical.py line=109. 2025-07-24T04:20:31.0775410Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:31.0775630Z 2025-07-24T04:20:31.0775760Z Creates a RelaxedOneHotCategorical distribution parametrized by 2025-07-24T04:20:31.0776080Z :attr:`temperature`, and either :attr:`probs` or :attr:`logits`. 2025-07-24T04:20:31.0776410Z This is a relaxed version of the :class:`OneHotCategorical` distribution, so 2025-07-24T04:20:31.0776720Z its samples are on simplex, and are reparametrizable. 2025-07-24T04:20:31.0776890Z 2025-07-24T04:20:31.0776930Z Example:: 2025-07-24T04:20:31.0777010Z 2025-07-24T04:20:31.0777090Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-07-24T04:20:31.0777340Z >>> m = RelaxedOneHotCategorical(torch.tensor([2.2]), 2025-07-24T04:20:31.0777630Z ... torch.tensor([0.1, 0.2, 0.3, 0.4])) 2025-07-24T04:20:31.0777820Z >>> m.sample() 2025-07-24T04:20:31.0777980Z tensor([ 0.1294, 0.2324, 0.3859, 0.2523]) 2025-07-24T04:20:31.0778110Z 2025-07-24T04:20:31.0778160Z Args: 2025-07-24T04:20:31.0778300Z temperature (Tensor): relaxation temperature 2025-07-24T04:20:31.0778520Z probs (Tensor): event probabilities 2025-07-24T04:20:31.0778770Z logits (Tensor): unnormalized log probability for each event 2025-07-24T04:20:31.0778950Z 2025-07-24T04:20:31.0779100Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:31.0779320Z 2025-07-24T04:20:31.0779860Z msg = Cannot scrape callname=LowRankMultivariateNormal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/lowrank_multivariate_normal.py line=56. 2025-07-24T04:20:31.0780570Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:31.0780800Z 2025-07-24T04:20:31.0780980Z Creates a multivariate normal distribution with covariance matrix having a low-rank form 2025-07-24T04:20:31.0781340Z parameterized by :attr:`cov_factor` and :attr:`cov_diag`:: 2025-07-24T04:20:31.0781520Z 2025-07-24T04:20:31.0781630Z covariance_matrix = cov_factor @ cov_factor.T + cov_diag 2025-07-24T04:20:31.0781800Z 2025-07-24T04:20:31.0781850Z Example: 2025-07-24T04:20:31.0782000Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_LAPACK) 2025-07-24T04:20:31.0782240Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-07-24T04:20:31.0782460Z >>> m = LowRankMultivariateNormal( 2025-07-24T04:20:31.0782710Z ... torch.zeros(2), torch.tensor([[1.0], [0.0]]), torch.ones(2) 2025-07-24T04:20:31.0782930Z ... ) 2025-07-24T04:20:31.0783180Z >>> m.sample() # normally distributed with mean=`[0,0]`, cov_factor=`[[1],[0]]`, cov_diag=`[1,1]` 2025-07-24T04:20:31.0783480Z tensor([-0.2102, -0.5429]) 2025-07-24T04:20:31.0783590Z 2025-07-24T04:20:31.0783640Z Args: 2025-07-24T04:20:31.0783840Z loc (Tensor): mean of the distribution with shape `batch_shape + event_shape` 2025-07-24T04:20:31.0784210Z cov_factor (Tensor): factor part of low-rank form of covariance matrix with shape 2025-07-24T04:20:31.0784510Z `batch_shape + event_shape + (rank,)` 2025-07-24T04:20:31.0784800Z cov_diag (Tensor): diagonal part of low-rank form of covariance matrix with shape 2025-07-24T04:20:31.0785090Z `batch_shape + event_shape` 2025-07-24T04:20:31.0785210Z 2025-07-24T04:20:31.0785260Z Note: 2025-07-24T04:20:31.0785480Z The computation for determinant and inverse of covariance matrix is avoided when 2025-07-24T04:20:31.0785860Z `cov_factor.shape[1] << cov_factor.shape[0]` thanks to `Woodbury matrix identity 2025-07-24T04:20:31.0786210Z `_ and 2025-07-24T04:20:31.0786580Z `matrix determinant lemma `_. 2025-07-24T04:20:31.0786980Z Thanks to these formulas, we just need to compute the determinant and inverse of 2025-07-24T04:20:31.0787270Z the small size "capacitance" matrix:: 2025-07-24T04:20:31.0787410Z 2025-07-24T04:20:31.0787550Z capacitance = I + cov_factor.T @ inv(cov_diag) @ cov_factor 2025-07-24T04:20:31.0787740Z 2025-07-24T04:20:31.0787890Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:31.1017210Z 2025-07-24T04:20:31.1017920Z msg = Cannot scrape callname=MixtureSameFamily in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/mixture_same_family.py line=15. 2025-07-24T04:20:31.1018640Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:31.1018880Z 2025-07-24T04:20:31.1019050Z The `MixtureSameFamily` distribution implements a (batch of) mixture 2025-07-24T04:20:31.1019410Z distribution where all component are from different parameterizations of 2025-07-24T04:20:31.1019970Z the same distribution type. It is parameterized by a `Categorical` 2025-07-24T04:20:31.1020290Z "selecting distribution" (over `k` component) and a component 2025-07-24T04:20:31.1020610Z distribution, i.e., a `Distribution` with a rightmost batch shape 2025-07-24T04:20:31.1020900Z (equal to `[k]`) which indexes each (batch of) component. 2025-07-24T04:20:31.1021070Z 2025-07-24T04:20:31.1021130Z Examples:: 2025-07-24T04:20:31.1021210Z 2025-07-24T04:20:31.1021280Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:31.1021540Z >>> # Construct Gaussian Mixture Model in 1D consisting of 5 equally 2025-07-24T04:20:31.1021860Z >>> # weighted normal distributions 2025-07-24T04:20:31.1022070Z >>> mix = D.Categorical(torch.ones(5,)) 2025-07-24T04:20:31.1022300Z >>> comp = D.Normal(torch.randn(5,), torch.rand(5,)) 2025-07-24T04:20:31.1022610Z >>> gmm = MixtureSameFamily(mix, comp) 2025-07-24T04:20:31.1022750Z 2025-07-24T04:20:31.1022890Z >>> # Construct Gaussian Mixture Model in 2D consisting of 5 equally 2025-07-24T04:20:31.1023160Z >>> # weighted bivariate normal distributions 2025-07-24T04:20:31.1023380Z >>> mix = D.Categorical(torch.ones(5,)) 2025-07-24T04:20:31.1023580Z >>> comp = D.Independent(D.Normal( 2025-07-24T04:20:31.1023790Z ... torch.randn(5,2), torch.rand(5,2)), 1) 2025-07-24T04:20:31.1024010Z >>> gmm = MixtureSameFamily(mix, comp) 2025-07-24T04:20:31.1024150Z 2025-07-24T04:20:31.1024260Z >>> # Construct a batch of 3 Gaussian Mixture Models in 2D each 2025-07-24T04:20:31.1024570Z >>> # consisting of 5 random weighted bivariate normal distributions 2025-07-24T04:20:31.1024840Z >>> mix = D.Categorical(torch.rand(3,5)) 2025-07-24T04:20:31.1025040Z >>> comp = D.Independent(D.Normal( 2025-07-24T04:20:31.1025260Z ... torch.randn(3,5,2), torch.rand(3,5,2)), 1) 2025-07-24T04:20:31.1025480Z >>> gmm = MixtureSameFamily(mix, comp) 2025-07-24T04:20:31.1025610Z 2025-07-24T04:20:31.1025650Z Args: 2025-07-24T04:20:31.1025850Z mixture_distribution: `torch.distributions.Categorical`-like 2025-07-24T04:20:31.1026160Z instance. Manages the probability of selecting component. 2025-07-24T04:20:31.1026450Z The number of categories must match the rightmost batch 2025-07-24T04:20:31.1026740Z dimension of the `component_distribution`. Must have either 2025-07-24T04:20:31.1027020Z scalar `batch_shape` or `batch_shape` matching 2025-07-24T04:20:31.1027250Z `component_distribution.batch_shape[:-1]` 2025-07-24T04:20:31.1027530Z component_distribution: `torch.distributions.Distribution`-like 2025-07-24T04:20:31.1027840Z instance. Right-most batch dimension indexes component. 2025-07-24T04:20:31.1028020Z 2025-07-24T04:20:31.1028180Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:31.1028390Z 2025-07-24T04:20:31.1028450Z gathering tests 2025-07-24T04:20:31.1028590Z running 720 test(s) 2025-07-24T04:20:31.1029030Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::typename:0, line 1089 <- wrt source file 2025-07-24T04:20:31.1029700Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::typename:0 2025-07-24T04:20:31.1030460Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::is_tensor:0, line 1125 <- wrt source file 2025-07-24T04:20:31.1031120Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::is_tensor:0 2025-07-24T04:20:31.1031810Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::set_default_device:0, line 1210 <- wrt source file 2025-07-24T04:20:31.1032510Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::set_default_device:0 2025-07-24T04:20:31.1033250Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::set_default_tensor_type:0, line 1259 <- wrt source file 2025-07-24T04:20:31.1033970Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::set_default_tensor_type:0 2025-07-24T04:20:31.1034680Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::set_default_dtype:0, line 1296 <- wrt source file 2025-07-24T04:20:31.1035400Z * SKIPPED: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::_is_device_backend_autoload_enabled:0, line 2847 <- wrt source file 2025-07-24T04:20:31.1039780Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/__init__.py::_is_device_backend_autoload_enabled:0 2025-07-24T04:20:31.1040510Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::Library.define:0, line 155 <- wrt source file 2025-07-24T04:20:31.1041200Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::Library.define:0 2025-07-24T04:20:31.1041920Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::Library._impl_with_aoti_compile:0, line 258 <- wrt source file 2025-07-24T04:20:31.1042680Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::Library._impl_with_aoti_compile:0 2025-07-24T04:20:31.1043400Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::Library.impl:0, line 321 <- wrt source file 2025-07-24T04:20:31.1044080Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::Library.impl:0 2025-07-24T04:20:31.1044740Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::define:0, line 532 <- wrt source file 2025-07-24T04:20:31.1045370Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::define:0 2025-07-24T04:20:31.1046010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::impl:0, line 638 <- wrt source file 2025-07-24T04:20:31.1046690Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::impl:0 2025-07-24T04:20:31.1047350Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::register_kernel:0, line 819 <- wrt source file 2025-07-24T04:20:31.1048040Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::register_kernel:0 2025-07-24T04:20:31.1048730Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::register_autocast:0, line 887 <- wrt source file 2025-07-24T04:20:31.1049450Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::register_autocast:0 2025-07-24T04:20:31.1050170Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::register_torch_dispatch:0, line 1238 <- wrt source file 2025-07-24T04:20:31.1053540Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::register_torch_dispatch:0 2025-07-24T04:20:31.1054300Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::register_vmap:0, line 1327 <- wrt source file 2025-07-24T04:20:31.1055020Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py::register_vmap:0 2025-07-24T04:20:31.1055690Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_custom_ops.py::custom_op:0, line 55 <- wrt source file 2025-07-24T04:20:31.1056360Z * SKIPPED: 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file 2025-07-24T04:20:31.1149380Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/quasirandom.py::SobolEngine:0 2025-07-24T04:20:31.1150110Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/torch_version.py::TorchVersion:0, line 19 <- wrt source file 2025-07-24T04:20:31.1150870Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/torch_version.py::TorchVersion:0 2025-07-24T04:20:31.1151620Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::get_ignored_functions:0, line 116 <- wrt source file 2025-07-24T04:20:31.1152390Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::get_ignored_functions:0 2025-07-24T04:20:31.1153140Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::get_testing_overrides:0, line 422 <- wrt source file 2025-07-24T04:20:31.1153880Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::get_testing_overrides:0 2025-07-24T04:20:31.1154630Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::wrap_torch_function:0, line 1576 <- wrt source file 2025-07-24T04:20:31.1155390Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::wrap_torch_function:0 2025-07-24T04:20:31.1156120Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::handle_torch_function:0, line 1711 <- wrt source file 2025-07-24T04:20:31.1156840Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::handle_torch_function:0 2025-07-24T04:20:31.1157710Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::is_tensor_method_or_property:0, line 1959 <- wrt source file 2025-07-24T04:20:31.1158490Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::is_tensor_method_or_property:0 2025-07-24T04:20:31.1164900Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::is_tensor_like:0, line 1978 <- wrt source file 2025-07-24T04:20:31.1165660Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/overrides.py::is_tensor_like:0 2025-07-24T04:20:31.1166470Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_namedtensor_internals.py::update_names:0, line 118 <- wrt source file 2025-07-24T04:20:31.1167230Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_namedtensor_internals.py::update_names:0 2025-07-24T04:20:31.1167960Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.register_hook:0, line 649 <- wrt source file 2025-07-24T04:20:31.1168670Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.register_hook:0 2025-07-24T04:20:31.1169440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.register_post_accumulate_grad_hook:0, line 706 <- wrt source file 2025-07-24T04:20:31.1170250Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.register_post_accumulate_grad_hook:0 2025-07-24T04:20:31.1171010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.refine_names:0, line 1333 <- wrt source file 2025-07-24T04:20:31.1171710Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.refine_names:0 2025-07-24T04:20:31.1172410Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.align_to:0, line 1378 <- wrt source file 2025-07-24T04:20:31.1173100Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.align_to:0 2025-07-24T04:20:31.1173790Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.rename:0, line 1451 <- wrt source file 2025-07-24T04:20:31.1174470Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.rename:0 2025-07-24T04:20:31.1175160Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.to_sparse_coo:0, line 1481 <- wrt source file 2025-07-24T04:20:31.1175870Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py::Tensor.to_sparse_coo:0 2025-07-24T04:20:31.1176530Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py::list:0, line 468 <- wrt source file 2025-07-24T04:20:31.1177140Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py::list:0 2025-07-24T04:20:31.1177760Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py::help:0, line 528 <- wrt source file 2025-07-24T04:20:31.1178380Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py::help:0 2025-07-24T04:20:31.1179030Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor_str.py::set_printoptions:0, line 53 <- wrt source file 2025-07-24T04:20:31.1179770Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor_str.py::set_printoptions:0 2025-07-24T04:20:31.1180480Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::broadcast_tensors:0, line 64 <- wrt source file 2025-07-24T04:20:31.1181260Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::broadcast_tensors:0 2025-07-24T04:20:31.1182000Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::broadcast_shapes:0, line 92 <- wrt source file 2025-07-24T04:20:31.1182750Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::broadcast_shapes:0 2025-07-24T04:20:31.1183440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::split:0, line 193 <- wrt source file 2025-07-24T04:20:31.1184100Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::split:0 2025-07-24T04:20:31.1184750Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::einsum:0, line 307 <- wrt source file 2025-07-24T04:20:31.1185420Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::einsum:0 2025-07-24T04:20:31.1186130Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::_unique_consecutive_impl:0, line 1041 <- wrt source file 2025-07-24T04:20:31.1186880Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::_unique_consecutive_impl:0 2025-07-24T04:20:31.1187590Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::tensordot:0, line 1316 <- wrt source file 2025-07-24T04:20:31.1188270Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::tensordot:0 2025-07-24T04:20:31.1188950Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::cartesian_prod:0, line 1400 <- wrt source file 2025-07-24T04:20:31.1189650Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::cartesian_prod:0 2025-07-24T04:20:31.1190350Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::block_diag:0, line 1434 <- wrt source file 2025-07-24T04:20:31.1191020Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::block_diag:0 2025-07-24T04:20:31.1191700Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::cdist:0, line 1490 <- wrt source file 2025-07-24T04:20:31.1192360Z * SUCCESS: 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file 2025-07-24T04:20:31.4671690Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::atleast_3d:0 2025-07-24T04:20:31.4672360Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::norm:0, line 1778 <- wrt source file 2025-07-24T04:20:31.4673230Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::norm:0 2025-07-24T04:20:31.4674010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::unravel_index:0, line 1946 <- wrt source file 2025-07-24T04:20:31.4674710Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py::unravel_index:0 2025-07-24T04:20:31.4675410Z * DOCTEST : 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2025-07-24T04:20:31.6632280Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_allclose:0 2025-07-24T04:20:31.6633120Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_array_almost_equal_nulp:0, line 1360 <- wrt source file 2025-07-24T04:20:31.6633940Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_array_almost_equal_nulp:0 2025-07-24T04:20:31.6634810Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_array_max_ulp:0, line 1423 <- wrt source file 2025-07-24T04:20:31.6635610Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_array_max_ulp:0 2025-07-24T04:20:31.6636400Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::nulp_diff:0, line 1468 <- wrt source file 2025-07-24T04:20:31.6637120Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::nulp_diff:0 2025-07-24T04:20:31.6637850Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_warns:0, line 1578 <- wrt source file 2025-07-24T04:20:31.6638590Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py::assert_warns:0 2025-07-24T04:20:31.6639360Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_export/utils.py::register_module_as_pytree_input_node:0, line 1380 <- wrt source file 2025-07-24T04:20:31.6640180Z * SKIPPED: 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3125 <- wrt source file 2025-07-24T04:20:31.6676960Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/functional.py::nll_loss:0 2025-07-24T04:20:31.6677690Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/functional.py::cross_entropy:0, line 3434 <- wrt source file 2025-07-24T04:20:31.6678420Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/functional.py::cross_entropy:0 2025-07-24T04:20:31.6679150Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/functional.py::binary_cross_entropy:0, line 3499 <- wrt source file 2025-07-24T04:20:31.6679890Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/functional.py::binary_cross_entropy:0 2025-07-24T04:20:31.6680660Z * DOCTEST : 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2025-07-24T04:20:31.6688120Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::constant_:0 2025-07-24T04:20:31.6688770Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::ones_:0, line 323 <- wrt source file 2025-07-24T04:20:31.6689400Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::ones_:0 2025-07-24T04:20:31.6690080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::zeros_:0, line 336 <- wrt source file 2025-07-24T04:20:31.6690710Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::zeros_:0 2025-07-24T04:20:31.6691340Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::eye_:0, line 352 <- wrt source file 2025-07-24T04:20:31.6692040Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::eye_:0 2025-07-24T04:20:31.6692700Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::dirac_:0, line 374 <- wrt source file 2025-07-24T04:20:31.6693410Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::dirac_:0 2025-07-24T04:20:31.6694100Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::xavier_uniform_:0, line 460 <- wrt source file 2025-07-24T04:20:31.6694780Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::xavier_uniform_:0 2025-07-24T04:20:31.6695460Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::xavier_normal_:0, line 492 <- wrt source file 2025-07-24T04:20:31.6696140Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::xavier_normal_:0 2025-07-24T04:20:31.6696820Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::kaiming_uniform_:0, line 543 <- wrt source file 2025-07-24T04:20:31.6697500Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::kaiming_uniform_:0 2025-07-24T04:20:31.6698180Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::kaiming_normal_:0, line 608 <- wrt source file 2025-07-24T04:20:31.6698860Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::kaiming_normal_:0 2025-07-24T04:20:31.6699530Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::orthogonal_:0, line 647 <- wrt source file 2025-07-24T04:20:31.6700200Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::orthogonal_:0 2025-07-24T04:20:31.6700860Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::sparse_:0, line 700 <- wrt source file 2025-07-24T04:20:31.6701500Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py::sparse_:0 2025-07-24T04:20:31.6702150Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv1d_input:0, line 32 <- wrt source file 2025-07-24T04:20:31.6702810Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv1d_input:0 2025-07-24T04:20:31.6703480Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv1d_weight:0, line 79 <- wrt source file 2025-07-24T04:20:31.6709730Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv1d_weight:0 2025-07-24T04:20:31.6710420Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv2d_input:0, line 130 <- wrt source file 2025-07-24T04:20:31.6711090Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv2d_input:0 2025-07-24T04:20:31.6711820Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv2d_weight:0, line 177 <- wrt source file 2025-07-24T04:20:31.6712490Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv2d_weight:0 2025-07-24T04:20:31.6713160Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv3d_input:0, line 228 <- wrt source file 2025-07-24T04:20:31.6713920Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv3d_input:0 2025-07-24T04:20:31.6714630Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv3d_weight:0, line 275 <- wrt source file 2025-07-24T04:20:31.6715310Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/grad.py::conv3d_weight:0 2025-07-24T04:20:31.6716010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/attention/__init__.py::sdpa_kernel:0, line 119 <- wrt source file 2025-07-24T04:20:31.6716740Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/attention/__init__.py::sdpa_kernel:0 2025-07-24T04:20:31.6717470Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/attention/bias.py::CausalBias:0, line 95 <- wrt source file 2025-07-24T04:20:31.6718190Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/attention/bias.py::CausalBias:0 2025-07-24T04:20:33.1340760Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/data_parallel.py::DataParallel:0, line 127 <- wrt source file 2025-07-24T04:20:33.1341620Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/data_parallel.py::DataParallel:0 2025-07-24T04:20:33.1342480Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel:0, line 642 <- wrt source file 2025-07-24T04:20:33.1343340Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel:0 2025-07-24T04:20:33.1344240Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel.no_sync:0, line 1446 <- wrt source file 2025-07-24T04:20:33.1345160Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel.no_sync:0 2025-07-24T04:20:33.1346070Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel.register_comm_hook:0, line 1999 <- wrt source file 2025-07-24T04:20:33.1347000Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel.register_comm_hook:0 2025-07-24T04:20:33.1347940Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel.register_comm_hook:1, line 2009 <- wrt source file 2025-07-24T04:20:33.1348880Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel.register_comm_hook:1 2025-07-24T04:20:33.1349840Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py::DistributedDataParallel._register_builtin_comm_hook:0, line 2044 <- wrt source file 2025-07-24T04:20:33.1351220Z * SKIPPED: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/stateless.py::functional_call:0, line 196 <- wrt source file 2025-07-24T04:20:33.1356330Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/stateless.py::functional_call:0 2025-07-24T04:20:33.1357110Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/_per_sample_grad.py::call_for_per_sample_grads:0, line 35 <- wrt source file 2025-07-24T04:20:33.1357930Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/_per_sample_grad.py::call_for_per_sample_grads:0 2025-07-24T04:20:33.1358710Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/weight_norm.py::weight_norm:0, line 134 <- wrt source file 2025-07-24T04:20:33.1359440Z * SUCCESS: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py::random_unstructured:0, line 885 <- wrt source file 2025-07-24T04:20:33.1363840Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py::random_unstructured:0 2025-07-24T04:20:33.1364580Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py::l1_unstructured:0, line 928 <- wrt source file 2025-07-24T04:20:33.1365300Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py::l1_unstructured:0 2025-07-24T04:20:33.1366030Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py::random_structured:0, line 968 <- wrt source file 2025-07-24T04:20:33.1366760Z * SKIPPED: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::orthogonal:0, line 265 <- wrt source file 2025-07-24T04:20:33.1371280Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::orthogonal:0 2025-07-24T04:20:33.1372060Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::weight_norm:0, line 360 <- wrt source file 2025-07-24T04:20:33.1372830Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::weight_norm:0 2025-07-24T04:20:33.1373600Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/parametrizations.py::spectral_norm:0, line 591 <- wrt source file 2025-07-24T04:20:33.1374390Z * SKIPPED: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/rnn.py::unpad_sequence:0, line 492 <- wrt source file 2025-07-24T04:20:33.1378620Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/rnn.py::unpad_sequence:0 2025-07-24T04:20:33.1379320Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/rnn.py::pack_sequence:0, line 548 <- wrt source file 2025-07-24T04:20:33.1380030Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/rnn.py::pack_sequence:0 2025-07-24T04:20:33.1380730Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/rnn.py::unpack_sequence:0, line 576 <- wrt source file 2025-07-24T04:20:33.4488970Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/rnn.py::unpack_sequence:0 2025-07-24T04:20:33.4489900Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/_expanded_weights/expanded_weights_utils.py::sum_over_all_but_batch_and_last_n:0, line 178 <- wrt source file 2025-07-24T04:20:33.4490940Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/_expanded_weights/expanded_weights_utils.py::sum_over_all_but_batch_and_last_n:0 2025-07-24T04:20:33.4492050Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/_expanded_weights/conv_utils.py::unfold3d:0, line 315 <- wrt source file 2025-07-24T04:20:33.4492880Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/_expanded_weights/conv_utils.py::unfold3d:0 2025-07-24T04:20:33.4493690Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::Upsample:0, line 77 <- wrt source file 2025-07-24T04:20:33.4494660Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::Upsample:0 2025-07-24T04:20:33.4495650Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::UpsamplingNearest2d:0, line 223 <- wrt source file 2025-07-24T04:20:33.4496470Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::UpsamplingNearest2d:0 2025-07-24T04:20:33.4497300Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::UpsamplingBilinear2d:0, line 273 <- wrt source file 2025-07-24T04:20:33.4498120Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/upsampling.py::UpsamplingBilinear2d:0 2025-07-24T04:20:33.4498920Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/channelshuffle.py::ChannelShuffle:0, line 21 <- wrt source file 2025-07-24T04:20:33.4499720Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/channelshuffle.py::ChannelShuffle:0 2025-07-24T04:20:33.4500530Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm1d:0, line 187 <- wrt source file 2025-07-24T04:20:33.4501300Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm1d:0 2025-07-24T04:20:33.4502070Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm2d:0, line 303 <- wrt source file 2025-07-24T04:20:33.4502830Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm2d:0 2025-07-24T04:20:33.4503600Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm3d:0, line 419 <- wrt source file 2025-07-24T04:20:33.4504370Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/instancenorm.py::InstanceNorm3d:0 2025-07-24T04:20:33.4505110Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/flatten.py::Flatten:0, line 30 <- wrt source file 2025-07-24T04:20:33.4505820Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/flatten.py::Flatten:0 2025-07-24T04:20:33.4506670Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm1d:0, line 330 <- wrt source file 2025-07-24T04:20:33.4507600Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm1d:0 2025-07-24T04:20:33.4508500Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm2d:0, line 441 <- wrt source file 2025-07-24T04:20:33.4509260Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm2d:0 2025-07-24T04:20:33.4510030Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm3d:0, line 552 <- wrt source file 2025-07-24T04:20:33.4510760Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py::BatchNorm3d:0 2025-07-24T04:20:33.4511480Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/linear.py::Identity:0, line 34 <- wrt source file 2025-07-24T04:20:33.4512270Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/linear.py::Identity:0 2025-07-24T04:20:33.4513010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/linear.py::Linear:0, line 80 <- wrt source file 2025-07-24T04:20:33.4513710Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/linear.py::Linear:0 2025-07-24T04:20:33.4514410Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/linear.py::Bilinear:0, line 179 <- wrt source file 2025-07-24T04:20:33.4515110Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/linear.py::Bilinear:0 2025-07-24T04:20:33.4515820Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool1d:0, line 129 <- wrt source file 2025-07-24T04:20:33.4516530Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool1d:0 2025-07-24T04:20:33.4517250Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool2d:0, line 206 <- wrt source file 2025-07-24T04:20:33.4517970Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool2d:0 2025-07-24T04:20:33.4518680Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool3d:0, line 289 <- wrt source file 2025-07-24T04:20:33.4519390Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxPool3d:0 2025-07-24T04:20:33.4520100Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxUnpool1d:0, line 363 <- wrt source file 2025-07-24T04:20:33.4520830Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxUnpool1d:0 2025-07-24T04:20:33.4521550Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxUnpool3d:0, line 545 <- wrt source file 2025-07-24T04:20:33.4522270Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::MaxUnpool3d:0 2025-07-24T04:20:33.4522990Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool1d:0, line 636 <- wrt source file 2025-07-24T04:20:33.4523700Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool1d:0 2025-07-24T04:20:33.4524420Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool2d:0, line 731 <- wrt source file 2025-07-24T04:20:33.4525130Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool2d:0 2025-07-24T04:20:33.4525840Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool3d:0, line 847 <- wrt source file 2025-07-24T04:20:33.4526590Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AvgPool3d:0 2025-07-24T04:20:33.4527330Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::FractionalMaxPool2d:0, line 937 <- wrt source file 2025-07-24T04:20:33.4528180Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::FractionalMaxPool2d:0 2025-07-24T04:20:33.4528970Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::FractionalMaxPool3d:0, line 1024 <- wrt source file 2025-07-24T04:20:33.4547640Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::FractionalMaxPool3d:0 2025-07-24T04:20:33.4548430Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool1d:0, line 1143 <- wrt source file 2025-07-24T04:20:33.4549170Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool1d:0 2025-07-24T04:20:33.4550010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool2d:0, line 1194 <- wrt source file 2025-07-24T04:20:33.4550750Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool2d:0 2025-07-24T04:20:33.4551490Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool3d:0, line 1253 <- wrt source file 2025-07-24T04:20:33.4552200Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::LPPool3d:0 2025-07-24T04:20:33.4552930Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool1d:0, line 1308 <- wrt source file 2025-07-24T04:20:33.4553690Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool1d:0 2025-07-24T04:20:33.4554450Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool2d:0, line 1342 <- wrt source file 2025-07-24T04:20:33.4555220Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool2d:0 2025-07-24T04:20:33.4555980Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool3d:0, line 1385 <- wrt source file 2025-07-24T04:20:33.4556740Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveMaxPool3d:0 2025-07-24T04:20:33.4557540Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool1d:0, line 1432 <- wrt source file 2025-07-24T04:20:33.4558320Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool1d:0 2025-07-24T04:20:33.4559100Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool2d:0, line 1463 <- wrt source file 2025-07-24T04:20:33.4559870Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool2d:0 2025-07-24T04:20:33.4560760Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool3d:0, line 1502 <- wrt source file 2025-07-24T04:20:33.4561570Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py::AdaptiveAvgPool3d:0 2025-07-24T04:20:33.4562370Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/distance.py::PairwiseDistance:0, line 38 <- wrt source file 2025-07-24T04:20:33.4563160Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/distance.py::PairwiseDistance:0 2025-07-24T04:20:33.4563940Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/distance.py::CosineSimilarity:0, line 78 <- wrt source file 2025-07-24T04:20:33.4564730Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/distance.py::CosineSimilarity:0 2025-07-24T04:20:33.4565490Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential:0, line 81 <- wrt source file 2025-07-24T04:20:33.4566220Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential:0 2025-07-24T04:20:33.4566980Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.append:0, line 254 <- wrt source file 2025-07-24T04:20:33.4567750Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.append:0 2025-07-24T04:20:33.4568540Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.insert:0, line 277 <- wrt source file 2025-07-24T04:20:33.4569320Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.insert:0 2025-07-24T04:20:33.4570090Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.extend:0, line 308 <- wrt source file 2025-07-24T04:20:33.4570860Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::Sequential.extend:0 2025-07-24T04:20:33.4571610Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::ModuleList:0, line 337 <- wrt source file 2025-07-24T04:20:33.4572340Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::ModuleList:0 2025-07-24T04:20:33.4573070Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::ModuleDict:0, line 517 <- wrt source file 2025-07-24T04:20:33.4573800Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::ModuleDict:0 2025-07-24T04:20:33.4574530Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::ParameterList:0, line 647 <- wrt source file 2025-07-24T04:20:33.4575290Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::ParameterList:0 2025-07-24T04:20:33.4576040Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/container.py::ParameterDict:0, line 799 <- wrt source file 2025-07-24T04:20:33.4576780Z * SKIPPED: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::L1Loss:0, line 115 <- wrt source file 2025-07-24T04:20:33.4581360Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::L1Loss:0 2025-07-24T04:20:33.4582050Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::NLLLoss:0, line 212 <- wrt source file 2025-07-24T04:20:33.4582730Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::NLLLoss:0 2025-07-24T04:20:33.4583440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::PoissonNLLLoss:0, line 323 <- wrt source file 2025-07-24T04:20:33.4584160Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::PoissonNLLLoss:0 2025-07-24T04:20:33.4584880Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::GaussianNLLLoss:0, line 409 <- wrt source file 2025-07-24T04:20:33.4585610Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::GaussianNLLLoss:0 2025-07-24T04:20:33.4586320Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::KLDivLoss:0, line 523 <- wrt source file 2025-07-24T04:20:33.4587010Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::KLDivLoss:0 2025-07-24T04:20:34.2369970Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::MSELoss:0, line 602 <- wrt source file 2025-07-24T04:20:34.2370760Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::MSELoss:0 2025-07-24T04:20:34.2371500Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCELoss:0, line 685 <- wrt source file 2025-07-24T04:20:34.2372230Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCELoss:0 2025-07-24T04:20:34.2372950Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCEWithLogitsLoss:0, line 757 <- wrt source file 2025-07-24T04:20:34.2373690Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCEWithLogitsLoss:0 2025-07-24T04:20:34.2374440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCEWithLogitsLoss:1, line 805 <- wrt source file 2025-07-24T04:20:34.2375180Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::BCEWithLogitsLoss:1 2025-07-24T04:20:34.2375930Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::MultiLabelMarginLoss:0, line 951 <- wrt source file 2025-07-24T04:20:34.2376880Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::MultiLabelMarginLoss:0 2025-07-24T04:20:34.2377620Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::CrossEntropyLoss:0, line 1277 <- wrt source file 2025-07-24T04:20:34.2378420Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::CrossEntropyLoss:0 2025-07-24T04:20:34.2379250Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::CosineEmbeddingLoss:0, line 1419 <- wrt source file 2025-07-24T04:20:34.2380110Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::CosineEmbeddingLoss:0 2025-07-24T04:20:34.2380870Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::MarginRankingLoss:0, line 1485 <- wrt source file 2025-07-24T04:20:34.2381620Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::MarginRankingLoss:0 2025-07-24T04:20:34.2382360Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::MultiMarginLoss:0, line 1565 <- wrt source file 2025-07-24T04:20:34.2383090Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::MultiMarginLoss:0 2025-07-24T04:20:34.2383820Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::TripletMarginLoss:0, line 1666 <- wrt source file 2025-07-24T04:20:34.2384570Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py::TripletMarginLoss:0 2025-07-24T04:20:34.2385310Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Threshold:0, line 72 <- wrt source file 2025-07-24T04:20:34.2386040Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Threshold:0 2025-07-24T04:20:34.2386760Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::ReLU:0, line 114 <- wrt source file 2025-07-24T04:20:34.2387480Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::ReLU:0 2025-07-24T04:20:34.2388200Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::RReLU:0, line 173 <- wrt source file 2025-07-24T04:20:34.2388920Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::RReLU:0 2025-07-24T04:20:34.2389640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardtanh:0, line 229 <- wrt source file 2025-07-24T04:20:34.2390360Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardtanh:0 2025-07-24T04:20:34.2391080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::ReLU6:0, line 294 <- wrt source file 2025-07-24T04:20:34.2391800Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::ReLU6:0 2025-07-24T04:20:34.2392520Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Sigmoid:0, line 322 <- wrt source file 2025-07-24T04:20:34.2393300Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Sigmoid:0 2025-07-24T04:20:34.2394020Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardsigmoid:0, line 354 <- wrt source file 2025-07-24T04:20:34.2394770Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardsigmoid:0 2025-07-24T04:20:34.2395550Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Tanh:0, line 387 <- wrt source file 2025-07-24T04:20:34.2396260Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Tanh:0 2025-07-24T04:20:34.2397010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::SiLU:0, line 420 <- wrt source file 2025-07-24T04:20:34.2397720Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::SiLU:0 2025-07-24T04:20:34.2398430Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Mish:0, line 459 <- wrt source file 2025-07-24T04:20:34.2399130Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Mish:0 2025-07-24T04:20:34.2399850Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardswish:0, line 504 <- wrt source file 2025-07-24T04:20:34.2400570Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardswish:0 2025-07-24T04:20:34.2401290Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::ELU:0, line 547 <- wrt source file 2025-07-24T04:20:34.2402000Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::ELU:0 2025-07-24T04:20:34.2402700Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::CELU:0, line 589 <- wrt source file 2025-07-24T04:20:34.2403410Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::CELU:0 2025-07-24T04:20:34.2404110Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::SELU:0, line 642 <- wrt source file 2025-07-24T04:20:34.2404820Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::SELU:0 2025-07-24T04:20:34.2405530Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::GLU:0, line 682 <- wrt source file 2025-07-24T04:20:34.2411370Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::GLU:0 2025-07-24T04:20:34.2412080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::GELU:0, line 724 <- wrt source file 2025-07-24T04:20:34.2412780Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::GELU:0 2025-07-24T04:20:34.2413510Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardshrink:0, line 767 <- wrt source file 2025-07-24T04:20:34.2414250Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Hardshrink:0 2025-07-24T04:20:34.9273930Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::LeakyReLU:0, line 816 <- wrt source file 2025-07-24T04:20:34.9274800Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::LeakyReLU:0 2025-07-24T04:20:34.9275580Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::LogSigmoid:0, line 852 <- wrt source file 2025-07-24T04:20:34.9276770Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::LogSigmoid:0 2025-07-24T04:20:34.9277630Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softplus:0, line 885 <- wrt source file 2025-07-24T04:20:34.9278390Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softplus:0 2025-07-24T04:20:34.9279120Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softshrink:0, line 928 <- wrt source file 2025-07-24T04:20:34.9279860Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softshrink:0 2025-07-24T04:20:34.9280630Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::MultiheadAttention:0, line 1036 <- wrt source file 2025-07-24T04:20:34.9281420Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::MultiheadAttention:0 2025-07-24T04:20:34.9282180Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::PReLU:0, line 1501 <- wrt source file 2025-07-24T04:20:34.9282920Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::PReLU:0 2025-07-24T04:20:34.9283650Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softsign:0, line 1543 <- wrt source file 2025-07-24T04:20:34.9284370Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softsign:0 2025-07-24T04:20:34.9285100Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Tanhshrink:0, line 1566 <- wrt source file 2025-07-24T04:20:34.9285840Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Tanhshrink:0 2025-07-24T04:20:34.9286580Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmin:0, line 1601 <- wrt source file 2025-07-24T04:20:34.9287300Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmin:0 2025-07-24T04:20:34.9288020Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmax:0, line 1659 <- wrt source file 2025-07-24T04:20:34.9288760Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmax:0 2025-07-24T04:20:34.9289480Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmax2d:0, line 1700 <- wrt source file 2025-07-24T04:20:34.9290220Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::Softmax2d:0 2025-07-24T04:20:34.9291010Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::LogSoftmax:0, line 1736 <- wrt source file 2025-07-24T04:20:34.9291750Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/activation.py::LogSoftmax:0 2025-07-24T04:20:34.9292490Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py::Transformer:0, line 90 <- wrt source file 2025-07-24T04:20:34.9293290Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py::Transformer:0 2025-07-24T04:20:34.9294120Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerEncoder:0, line 336 <- wrt source file 2025-07-24T04:20:34.9294920Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerEncoder:0 2025-07-24T04:20:34.9295710Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerDecoder:0, line 562 <- wrt source file 2025-07-24T04:20:34.9296500Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerDecoder:0 2025-07-24T04:20:34.9297310Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerEncoderLayer:0, line 686 <- wrt source file 2025-07-24T04:20:34.9298140Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerEncoderLayer:0 2025-07-24T04:20:34.9298990Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerDecoderLayer:0, line 995 <- wrt source file 2025-07-24T04:20:34.9299810Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py::TransformerDecoderLayer:0 2025-07-24T04:20:34.9300580Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/sparse.py::Embedding:0, line 71 <- wrt source file 2025-07-24T04:20:34.9301280Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/sparse.py::Embedding:0 2025-07-24T04:20:34.9302040Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/sparse.py::Embedding.from_pretrained:0, line 243 <- wrt source file 2025-07-24T04:20:34.9302830Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/sparse.py::Embedding.from_pretrained:0 2025-07-24T04:20:34.9303640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/sparse.py::EmbeddingBag.from_pretrained:0, line 521 <- wrt source file 2025-07-24T04:20:34.9304560Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/sparse.py::EmbeddingBag.from_pretrained:0 2025-07-24T04:20:34.9305460Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.register_buffer:0, line 551 <- wrt source file 2025-07-24T04:20:34.9306380Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.register_buffer:0 2025-07-24T04:20:34.9307220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.apply:0, line 1037 <- wrt source file 2025-07-24T04:20:34.9308080Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.apply:0 2025-07-24T04:20:34.9308800Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.to:0, line 1288 <- wrt source file 2025-07-24T04:20:34.9309510Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.to:0 2025-07-24T04:20:34.9310270Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.state_dict:0, line 2224 <- wrt source file 2025-07-24T04:20:34.9311070Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.state_dict:0 2025-07-24T04:20:34.9311900Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.parameters:0, line 2665 <- wrt source file 2025-07-24T04:20:34.9312790Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.parameters:0 2025-07-24T04:20:34.9313560Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_parameters:0, line 2693 <- wrt source file 2025-07-24T04:20:34.9314370Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_parameters:0 2025-07-24T04:20:35.5669670Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.buffers:0, line 2720 <- wrt source file 2025-07-24T04:20:35.5670510Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.buffers:0 2025-07-24T04:20:35.5671300Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_buffers:0, line 2747 <- wrt source file 2025-07-24T04:20:35.5672100Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_buffers:0 2025-07-24T04:20:35.5672900Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_children:0, line 2778 <- wrt source file 2025-07-24T04:20:35.5673700Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_children:0 2025-07-24T04:20:35.5674470Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.modules:0, line 2802 <- wrt source file 2025-07-24T04:20:35.5675200Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.modules:0 2025-07-24T04:20:35.5675980Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_modules:0, line 2840 <- wrt source file 2025-07-24T04:20:35.5676770Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/module.py::Module.named_modules:0 2025-07-24T04:20:35.5677540Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout:0, line 60 <- wrt source file 2025-07-24T04:20:35.5678280Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout:0 2025-07-24T04:20:35.5679020Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout1d:0, line 105 <- wrt source file 2025-07-24T04:20:35.5679920Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout1d:0 2025-07-24T04:20:35.5680640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout2d:0, line 157 <- wrt source file 2025-07-24T04:20:35.5681350Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout2d:0 2025-07-24T04:20:35.5682130Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout3d:0, line 202 <- wrt source file 2025-07-24T04:20:35.5682890Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::Dropout3d:0 2025-07-24T04:20:35.5683720Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::AlphaDropout:0, line 245 <- wrt source file 2025-07-24T04:20:35.5684460Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::AlphaDropout:0 2025-07-24T04:20:35.5685210Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::FeatureAlphaDropout:0, line 294 <- wrt source file 2025-07-24T04:20:35.5685980Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/dropout.py::FeatureAlphaDropout:0 2025-07-24T04:20:35.5686730Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/lazy.py::LazyModuleMixin:0, line 77 <- wrt source file 2025-07-24T04:20:35.5687460Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/lazy.py::LazyModuleMixin:0 2025-07-24T04:20:35.5688220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/normalization.py::LocalResponseNorm:0, line 38 <- wrt source file 2025-07-24T04:20:35.5688990Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/normalization.py::LocalResponseNorm:0 2025-07-24T04:20:35.5689740Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/normalization.py::LayerNorm:0, line 151 <- wrt source file 2025-07-24T04:20:35.5690470Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/normalization.py::LayerNorm:0 2025-07-24T04:20:35.5691200Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/normalization.py::GroupNorm:0, line 262 <- wrt source file 2025-07-24T04:20:35.5691920Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/normalization.py::GroupNorm:0 2025-07-24T04:20:35.5692640Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/normalization.py::RMSNorm:0, line 355 <- wrt source file 2025-07-24T04:20:35.5693380Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/normalization.py::RMSNorm:0 2025-07-24T04:20:35.5694090Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::RNN:0, line 595 <- wrt source file 2025-07-24T04:20:35.5694760Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::RNN:0 2025-07-24T04:20:35.5695430Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::LSTM:0, line 950 <- wrt source file 2025-07-24T04:20:35.5696100Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::LSTM:0 2025-07-24T04:20:35.5696800Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::GRU:0, line 1285 <- wrt source file 2025-07-24T04:20:35.5697470Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::GRU:0 2025-07-24T04:20:35.5698170Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::RNNCell:0, line 1534 <- wrt source file 2025-07-24T04:20:35.5698890Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::RNNCell:0 2025-07-24T04:20:35.5699610Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::LSTMCell:0, line 1656 <- wrt source file 2025-07-24T04:20:35.5700310Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::LSTMCell:0 2025-07-24T04:20:35.5700990Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::GRUCell:0, line 1770 <- wrt source file 2025-07-24T04:20:35.5701700Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/rnn.py::GRUCell:0 2025-07-24T04:20:35.5702450Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad1d:0, line 70 <- wrt source file 2025-07-24T04:20:35.5703200Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad1d:0 2025-07-24T04:20:35.5703950Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad2d:0, line 122 <- wrt source file 2025-07-24T04:20:35.5704680Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad2d:0 2025-07-24T04:20:35.5705420Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad3d:0, line 187 <- wrt source file 2025-07-24T04:20:35.5706150Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::CircularPad3d:0 2025-07-24T04:20:35.5706890Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad1d:0, line 241 <- wrt source file 2025-07-24T04:20:35.5707630Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad1d:0 2025-07-24T04:20:35.5708360Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad2d:0, line 294 <- wrt source file 2025-07-24T04:20:35.5709100Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad2d:0 2025-07-24T04:20:35.5709840Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad3d:0, line 350 <- wrt source file 2025-07-24T04:20:35.5710570Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ConstantPad3d:0 2025-07-24T04:20:35.5711310Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad1d:0, line 395 <- wrt source file 2025-07-24T04:20:35.5712060Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad1d:0 2025-07-24T04:20:35.5712840Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad2d:0, line 439 <- wrt source file 2025-07-24T04:20:35.5713590Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad2d:0 2025-07-24T04:20:35.5714330Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad3d:0, line 497 <- wrt source file 2025-07-24T04:20:35.5715120Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReflectionPad3d:0 2025-07-24T04:20:35.5715920Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReplicationPad1d:0, line 556 <- wrt source file 2025-07-24T04:20:35.5716680Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReplicationPad1d:0 2025-07-24T04:20:35.5717440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ReplicationPad2d:0, line 600 <- wrt source file 2025-07-24T04:20:35.5718190Z * SUCCESS: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ZeroPad2d:0, line 747 <- wrt source file 2025-07-24T04:20:35.5722640Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ZeroPad2d:0 2025-07-24T04:20:35.5723380Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ZeroPad3d:0, line 806 <- wrt source file 2025-07-24T04:20:35.5724120Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/padding.py::ZeroPad3d:0 2025-07-24T04:20:35.5724850Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/fold.py::Fold:0, line 224 <- wrt source file 2025-07-24T04:20:35.5725530Z * SUCCESS: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::_coalescing_manager:0, line 2574 <- wrt source file 2025-07-24T04:20:35.5729870Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::_coalescing_manager:0 2025-07-24T04:20:35.5730680Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::_time_estimator:0, line 2676 <- wrt source file 2025-07-24T04:20:35.5731500Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::_time_estimator:0 2025-07-24T04:20:35.5732320Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_object:0, line 3143 <- wrt source file 2025-07-24T04:20:35.5733170Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_object:0 2025-07-24T04:20:35.5733980Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::send_object_list:0, line 3372 <- wrt source file 2025-07-24T04:20:35.5734780Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::send_object_list:0 2025-07-24T04:20:35.5735580Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::recv_object_list:0, line 3474 <- wrt source file 2025-07-24T04:20:35.5736380Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::recv_object_list:0 2025-07-24T04:20:35.5737200Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::broadcast_object_list:0, line 3588 <- wrt source file 2025-07-24T04:20:35.5738040Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::broadcast_object_list:0 2025-07-24T04:20:35.5738860Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::scatter_object_list:0, line 3711 <- wrt source file 2025-07-24T04:20:35.5739680Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::scatter_object_list:0 2025-07-24T04:20:35.5740500Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_into_tensor:0, line 3920 <- wrt source file 2025-07-24T04:20:35.5741340Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_into_tensor:0 2025-07-24T04:20:35.5742160Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_coalesced:0, line 4058 <- wrt source file 2025-07-24T04:20:35.5742990Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::all_gather_coalesced:0 2025-07-24T04:20:35.5743780Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::gather:0, line 4164 <- wrt source file 2025-07-24T04:20:35.5744540Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::gather:0 2025-07-24T04:20:35.5745300Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::scatter:0, line 4249 <- wrt source file 2025-07-24T04:20:35.5746100Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::scatter:0 2025-07-24T04:20:35.5746900Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::reduce_scatter_tensor:0, line 4387 <- wrt source file 2025-07-24T04:20:35.5747750Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::reduce_scatter_tensor:0 2025-07-24T04:20:35.5748660Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::monitored_barrier:0, line 4864 <- wrt source file 2025-07-24T04:20:35.5749510Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::monitored_barrier:0 2025-07-24T04:20:35.5750310Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::new_subgroups:0, line 5454 <- wrt source file 2025-07-24T04:20:35.5751100Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::new_subgroups:0 2025-07-24T04:20:35.5751930Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::new_subgroups_by_enumeration:0, line 5548 <- wrt source file 2025-07-24T04:20:35.5752790Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py::new_subgroups_by_enumeration:0 2025-07-24T04:20:35.5753600Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/device_mesh.py::DeviceMesh:0, line 424 <- wrt source file 2025-07-24T04:20:35.5754350Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/device_mesh.py::DeviceMesh:0 2025-07-24T04:20:35.5755140Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/device_mesh.py::DeviceMesh.get_local_rank:0, line 943 <- wrt source file 2025-07-24T04:20:35.5755960Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/device_mesh.py::DeviceMesh.get_local_rank:0 2025-07-24T04:20:35.5756760Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/device_mesh.py::init_device_mesh:0, line 1026 <- wrt source file 2025-07-24T04:20:35.5757530Z * SKIPPED: 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line 64 <- wrt source file 2025-07-24T04:20:35.5793400Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/quantization_hooks.py::quantization_pertensor_hook:0 2025-07-24T04:20:35.5794410Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/quantization_hooks.py::quantization_perchannel_hook:0, line 145 <- wrt source file 2025-07-24T04:20:35.5795440Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/quantization_hooks.py::quantization_perchannel_hook:0 2025-07-24T04:20:35.5796400Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/debugging_hooks.py::noop_hook:0, line 23 <- wrt source file 2025-07-24T04:20:35.5797310Z * SKIPPED: 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DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/match.py::VarDispatcher:0, line 48 <- wrt source file 2025-07-24T04:20:35.5966270Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/match.py::VarDispatcher:0 2025-07-24T04:20:35.5967170Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/multipledispatch/dispatcher.py::Dispatcher:0, line 113 <- wrt source file 2025-07-24T04:20:35.5968130Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/multipledispatch/dispatcher.py::Dispatcher:0 2025-07-24T04:20:35.5969130Z * DOCTEST : 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SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py::CosineAnnealingWarmRestarts.step:1 2025-07-24T04:20:35.6168190Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/swa_utils.py::update_bn:0, line 337 <- wrt source file 2025-07-24T04:20:35.6168890Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/swa_utils.py::update_bn:0 2025-07-24T04:20:35.6169660Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_inductor/select_algorithm.py::add_preprocessing_fn:0, line 3303 <- wrt source file 2025-07-24T04:20:35.6170500Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_inductor/select_algorithm.py::add_preprocessing_fn:0 2025-07-24T04:20:35.6171350Z * DOCTEST : 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_leaves:0, line 422 <- wrt source file 2025-07-24T04:20:35.6195120Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_leaves:0 2025-07-24T04:20:35.6195830Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_structure:0, line 457 <- wrt source file 2025-07-24T04:20:35.6196630Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_structure:0 2025-07-24T04:20:35.6197410Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_map:0, line 494 <- wrt source file 2025-07-24T04:20:35.6198110Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::tree_map:0 2025-07-24T04:20:35.6198830Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::broadcast_prefix:0, line 910 <- wrt source file 2025-07-24T04:20:35.6199570Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py::broadcast_prefix:0 2025-07-24T04:20:35.6200370Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_sympy/functions.py::MinMaxBase._collapse_arguments:0, line 718 <- wrt source file 2025-07-24T04:20:35.6201210Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_sympy/functions.py::MinMaxBase._collapse_arguments:0 2025-07-24T04:20:35.6202040Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/hipify/hipify_python.py::find_closure_group:0, line 439 <- wrt source file 2025-07-24T04:20:35.6202900Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/hipify/hipify_python.py::find_closure_group:0 2025-07-24T04:20:35.6203730Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/hipify/hipify_python.py::replace_extern_shared:0, line 535 <- wrt source file 2025-07-24T04:20:35.6204540Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/hipify/hipify_python.py::replace_extern_shared:0 2025-07-24T04:20:35.6205370Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.__init__:0, line 216 <- wrt source file 2025-07-24T04:20:35.6206190Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.__init__:0 2025-07-24T04:20:35.6207020Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_hparams:0, line 314 <- wrt source file 2025-07-24T04:20:35.6207860Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_hparams:0 2025-07-24T04:20:35.6208700Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_scalar:0, line 362 <- wrt source file 2025-07-24T04:20:35.6209540Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_scalar:0 2025-07-24T04:20:35.6210370Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_scalars:0, line 394 <- wrt source file 2025-07-24T04:20:35.6211250Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_scalars:0 2025-07-24T04:20:35.6212090Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_tensor:0, line 441 <- wrt source file 2025-07-24T04:20:35.6212940Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_tensor:0 2025-07-24T04:20:35.6213820Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_histogram:0, line 480 <- wrt source file 2025-07-24T04:20:35.6214700Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_histogram:0 2025-07-24T04:20:35.6215570Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_histogram_raw:0, line 533 <- wrt source file 2025-07-24T04:20:35.6216440Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_histogram_raw:0 2025-07-24T04:20:35.6217290Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_image:0, line 599 <- wrt source file 2025-07-24T04:20:35.6218120Z * SKIPPED: 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<- wrt source file 2025-07-24T04:20:35.6226680Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_custom_scalars_multilinechart:0 2025-07-24T04:20:35.6227680Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_custom_scalars_marginchart:0, line 1084 <- wrt source file 2025-07-24T04:20:35.6228690Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_custom_scalars_marginchart:0 2025-07-24T04:20:35.6229600Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/tensorboard/writer.py::SummaryWriter.add_custom_scalars:0, line 1108 <- wrt source file 2025-07-24T04:20:35.6230590Z * SKIPPED: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/_utils/collate.py::default_convert:0, line 39 <- wrt source file 2025-07-24T04:20:35.6242790Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/_utils/collate.py::default_convert:0 2025-07-24T04:20:35.6243550Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/_utils/collate.py::collate:0, line 137 <- wrt source file 2025-07-24T04:20:35.6244310Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/_utils/collate.py::collate:0 2025-07-24T04:20:35.6245120Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/_utils/collate.py::default_collate:0, line 364 <- wrt source file 2025-07-24T04:20:35.6245900Z * SKIPPED: 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wrt source file 2025-07-24T04:20:35.6673380Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/callable.py::CollatorIterDataPipe:0 2025-07-24T04:20:35.6674280Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/grouping.py::BatcherIterDataPipe:0, line 53 <- wrt source file 2025-07-24T04:20:35.6675190Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/grouping.py::BatcherIterDataPipe:0 2025-07-24T04:20:35.6676100Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/grouping.py::UnBatcherIterDataPipe:0, line 113 <- wrt source file 2025-07-24T04:20:35.6676980Z * SKIPPED: 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2025-07-24T04:20:35.6681480Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py::ConcaterIterDataPipe:0, line 38 <- wrt source file 2025-07-24T04:20:35.6682350Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py::ConcaterIterDataPipe:0 2025-07-24T04:20:35.6683220Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py::ForkerIterDataPipe:0, line 88 <- wrt source file 2025-07-24T04:20:35.6684190Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py::ForkerIterDataPipe:0 2025-07-24T04:20:35.6685190Z * DOCTEST : 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<- wrt source file 2025-07-24T04:20:35.6689950Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py::MultiplexerIterDataPipe:0 2025-07-24T04:20:35.6690840Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py::ZipperIterDataPipe:0, line 671 <- wrt source file 2025-07-24T04:20:35.6691710Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/combining.py::ZipperIterDataPipe:0 2025-07-24T04:20:35.6692590Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/datapipes/iter/filelister.py::FileListerIterDataPipe:0, line 30 <- wrt source file 2025-07-24T04:20:35.6693490Z * SKIPPED: 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DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/testing/_internal/distributed/_tensor/common_dtensor.py::skip_unless_torch_gpu:0, line 328 <- wrt source file 2025-07-24T04:20:35.6729940Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/testing/_internal/distributed/_tensor/common_dtensor.py::skip_unless_torch_gpu:0 2025-07-24T04:20:35.6730920Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/testing/_internal/optests/autograd_registration.py::autograd_registration_check:0, line 29 <- wrt source file 2025-07-24T04:20:35.6731880Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/testing/_internal/optests/autograd_registration.py::autograd_registration_check:0 2025-07-24T04:20:35.6732730Z * DOCTEST : 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2025-07-24T04:20:35.6744770Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/fake_impl.py::FakeImplCtx.new_dynamic_size:0 2025-07-24T04:20:35.6745580Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/fake_class_registry.py::register_fake_class:0, line 197 <- wrt source file 2025-07-24T04:20:35.6746360Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/fake_class_registry.py::register_fake_class:0 2025-07-24T04:20:35.6747080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/amp/grad_scaler.py::GradScaler:0, line 64 <- wrt source file 2025-07-24T04:20:35.6747760Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/amp/grad_scaler.py::GradScaler:0 2025-07-24T04:20:35.6748490Z * DOCTEST : 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SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/jit/mobile/__init__.py::_get_mobile_model_contained_types:0 2025-07-24T04:20:35.6753440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/jit/mobile/__init__.py::_get_model_ops_and_info:0, line 214 <- wrt source file 2025-07-24T04:20:35.6754410Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/jit/mobile/__init__.py::_get_model_ops_and_info:0 2025-07-24T04:20:35.6755210Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_dynamo/decorators.py::substitute_in_graph:0, line 349 <- wrt source file 2025-07-24T04:20:35.6755980Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_dynamo/decorators.py::substitute_in_graph:0 2025-07-24T04:20:35.6756750Z * DOCTEST : 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2025-07-24T04:20:35.6776690Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/conv.py::ConvTranspose3d:0 2025-07-24T04:20:35.6777540Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::LSTM:0, line 515 <- wrt source file 2025-07-24T04:20:35.6778330Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::LSTM:0 2025-07-24T04:20:35.6779120Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::GRU:0, line 801 <- wrt source file 2025-07-24T04:20:35.6779870Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/dynamic/modules/rnn.py::GRU:0 2025-07-24T04:20:35.6780640Z * DOCTEST : 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2025-07-24T04:20:35.6789080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/linear.py::Linear:0, line 138 <- wrt source file 2025-07-24T04:20:35.6789840Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/linear.py::Linear:0 2025-07-24T04:20:35.6790600Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/activation.py::ReLU6:0, line 36 <- wrt source file 2025-07-24T04:20:35.6791360Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/activation.py::ReLU6:0 2025-07-24T04:20:35.6792110Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::Conv2d:0, line 505 <- wrt source file 2025-07-24T04:20:35.6792880Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::Conv2d:0 2025-07-24T04:20:35.6808780Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::Conv3d:0, line 635 <- wrt source file 2025-07-24T04:20:35.6809650Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::Conv3d:0 2025-07-24T04:20:35.6810470Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::ConvTranspose1d:0, line 892 <- wrt source file 2025-07-24T04:20:35.6811320Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py::ConvTranspose1d:0 2025-07-24T04:20:35.6812160Z * DOCTEST : 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SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/embedding_ops.py::Embedding:0 2025-07-24T04:20:35.6817350Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/embedding_ops.py::EmbeddingBag:0, line 275 <- wrt source file 2025-07-24T04:20:35.6818190Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/embedding_ops.py::EmbeddingBag:0 2025-07-24T04:20:35.6819080Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantizable/modules/rnn.py::LSTMCell:0, line 30 <- wrt source file 2025-07-24T04:20:35.6819880Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantizable/modules/rnn.py::LSTMCell:0 2025-07-24T04:20:35.6820650Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantizable/modules/rnn.py::LSTM:0, line 413 <- wrt source file 2025-07-24T04:20:35.6821400Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantizable/modules/rnn.py::LSTM:0 2025-07-24T04:20:35.6822190Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/intrinsic/qat/modules/linear_relu.py::LinearReLU:0, line 30 <- wrt source file 2025-07-24T04:20:35.6823040Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/intrinsic/qat/modules/linear_relu.py::LinearReLU:0 2025-07-24T04:20:35.6823930Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/dynamic/modules/linear_relu.py::LinearReLU:0, line 24 <- wrt source file 2025-07-24T04:20:35.6824860Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/dynamic/modules/linear_relu.py::LinearReLU:0 2025-07-24T04:20:35.6825760Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/modules/linear_relu.py::LinearReLU:0, line 25 <- wrt source file 2025-07-24T04:20:35.6826640Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/modules/linear_relu.py::LinearReLU:0 2025-07-24T04:20:35.6827540Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/intrinsic/quantized/modules/linear_relu.py::LinearLeakyReLU:0, line 67 <- wrt source file 2025-07-24T04:20:35.6828440Z * SKIPPED: 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file 2025-07-24T04:20:35.6853420Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/quantize_pt2e.py::prepare_pt2e:0 2025-07-24T04:20:35.6854250Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/quantize_pt2e.py::prepare_qat_pt2e:0, line 130 <- wrt source file 2025-07-24T04:20:35.6855060Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/quantize_pt2e.py::prepare_qat_pt2e:0 2025-07-24T04:20:35.6855860Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/quantize_pt2e.py::convert_pt2e:0, line 228 <- wrt source file 2025-07-24T04:20:35.6856650Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/quantize_pt2e.py::convert_pt2e:0 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SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/quantize_fx.py::prepare_qat_fx:0 2025-07-24T04:20:35.6862040Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/quantize_fx.py::convert_fx:0, line 608 <- wrt source file 2025-07-24T04:20:35.6862810Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/quantize_fx.py::convert_fx:0 2025-07-24T04:20:35.6863610Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/quantize_fx.py::convert_to_reference_fx:0, line 668 <- wrt source file 2025-07-24T04:20:35.6864450Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/quantize_fx.py::convert_to_reference_fx:0 2025-07-24T04:20:35.6865310Z * DOCTEST : 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line 47 <- wrt source file 2025-07-24T04:20:35.6877020Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/pruning/sparsifier/base_sparsifier.py::BaseSparsifier:0 2025-07-24T04:20:35.6877910Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/pruning/_experimental/data_sparsifier/base_data_sparsifier.py::BaseDataSparsifier:0, line 55 <- wrt source file 2025-07-24T04:20:35.6878860Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/pruning/_experimental/data_sparsifier/base_data_sparsifier.py::BaseDataSparsifier:0 2025-07-24T04:20:35.6879740Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/pruning/scheduler/lambda_scheduler.py::LambdaSL:0, line 24 <- wrt source file 2025-07-24T04:20:35.6880520Z * SUCCESS: 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/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/half_normal.py::HalfNormal:0 2025-07-24T04:20:35.6927050Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/half_cauchy.py::HalfCauchy:0, line 24 <- wrt source file 2025-07-24T04:20:35.6927850Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/half_cauchy.py::HalfCauchy:0 2025-07-24T04:20:35.6928650Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/lkj_cholesky.py::LKJCholesky:0, line 43 <- wrt source file 2025-07-24T04:20:35.6929420Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/lkj_cholesky.py::LKJCholesky:0 2025-07-24T04:20:35.6930190Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/independent.py::Independent:0, line 27 <- wrt source file 2025-07-24T04:20:35.6930950Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/independent.py::Independent:0 2025-07-24T04:20:35.6931720Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/multinomial.py::Multinomial:0, line 38 <- wrt source file 2025-07-24T04:20:35.6932480Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/multinomial.py::Multinomial:0 2025-07-24T04:20:35.6933250Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/exponential.py::Exponential:0, line 20 <- wrt source file 2025-07-24T04:20:35.6934020Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/exponential.py::Exponential:0 2025-07-24T04:20:35.6934760Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/pareto.py::Pareto:0, line 20 <- wrt source file 2025-07-24T04:20:35.6935480Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/pareto.py::Pareto:0 2025-07-24T04:20:35.6936190Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/cauchy.py::Cauchy:0, line 23 <- wrt source file 2025-07-24T04:20:35.6936900Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/cauchy.py::Cauchy:0 2025-07-24T04:20:35.6937630Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/von_mises.py::VonMises:0, line 117 <- wrt source file 2025-07-24T04:20:35.6938370Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/von_mises.py::VonMises:0 2025-07-24T04:20:35.6939110Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/gumbel.py::Gumbel:0, line 23 <- wrt source file 2025-07-24T04:20:35.6939850Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/gumbel.py::Gumbel:0 2025-07-24T04:20:35.6940600Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/utils.py::clamp_probs:0, line 114 <- wrt source file 2025-07-24T04:20:35.6941350Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/utils.py::clamp_probs:0 2025-07-24T04:20:35.6942270Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/continuous_bernoulli.py::ContinuousBernoulli:0, line 35 <- wrt source file 2025-07-24T04:20:35.6943170Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/continuous_bernoulli.py::ContinuousBernoulli:0 2025-07-24T04:20:35.6944170Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/fishersnedecor.py::FisherSnedecor:0, line 21 <- wrt source file 2025-07-24T04:20:35.6945050Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/fishersnedecor.py::FisherSnedecor:0 2025-07-24T04:20:35.6945870Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/constraints.py::is_dependent:0, line 166 <- wrt source file 2025-07-24T04:20:35.6946650Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/constraints.py::is_dependent:0 2025-07-24T04:20:35.6947440Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/constraints.py::_DependentProperty:0, line 187 <- wrt source file 2025-07-24T04:20:35.6948250Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/constraints.py::_DependentProperty:0 2025-07-24T04:20:35.6949020Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/uniform.py::Uniform:0, line 21 <- wrt source file 2025-07-24T04:20:35.6949740Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/uniform.py::Uniform:0 2025-07-24T04:20:35.6950490Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/bernoulli.py::Bernoulli:0, line 30 <- wrt source file 2025-07-24T04:20:35.6951260Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/bernoulli.py::Bernoulli:0 2025-07-24T04:20:35.6952060Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/logistic_normal.py::LogisticNormal:0, line 28 <- wrt source file 2025-07-24T04:20:35.6952910Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/logistic_normal.py::LogisticNormal:0 2025-07-24T04:20:35.6953760Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/one_hot_categorical.py::OneHotCategorical:0, line 34 <- wrt source file 2025-07-24T04:20:35.6968860Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/one_hot_categorical.py::OneHotCategorical:0 2025-07-24T04:20:35.6969800Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/wishart.py::Wishart:0, line 39 <- wrt source file 2025-07-24T04:20:35.6970600Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/wishart.py::Wishart:0 2025-07-24T04:20:35.6971380Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/gamma.py::Gamma:0, line 24 <- wrt source file 2025-07-24T04:20:35.6972120Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/gamma.py::Gamma:0 2025-07-24T04:20:35.6972830Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/chi2.py::Chi2:0, line 18 <- wrt source file 2025-07-24T04:20:35.6973680Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/chi2.py::Chi2:0 2025-07-24T04:20:35.6974410Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/binomial.py::Binomial:0, line 31 <- wrt source file 2025-07-24T04:20:35.6975160Z * SUCCESS: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/binomial.py::Binomial:0 2025-07-24T04:20:35.6975940Z * DOCTEST : /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/package/glob_group.py::GlobGroup:0, line 22 <- wrt source file 2025-07-24T04:20:35.6976710Z * SKIPPED: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/package/glob_group.py::GlobGroup:0 2025-07-24T04:20:35.6977330Z ============ 2025-07-24T04:20:35.6977500Z Finished doctests 2025-07-24T04:20:35.6977630Z 342 / 720 passed 2025-07-24T04:20:35.6977770Z  2025-07-24T04:20:35.6977960Z === Found 136 parse-time warnings === 2025-07-24T04:20:35.6978210Z --- Parse Warning: 1 / 136 --- 2025-07-24T04:20:35.6979000Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Library.fallback in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py line=392. 2025-07-24T04:20:35.6979860Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:35.6980230Z Registers the function implementation as the fallback for the given key. 2025-07-24T04:20:35.6980480Z 2025-07-24T04:20:35.6980680Z This function only works for a library with global namespace ("_"). 2025-07-24T04:20:35.6980930Z 2025-07-24T04:20:35.6981040Z Args: 2025-07-24T04:20:35.6981300Z fn: function used as fallback for the given dispatch key or :func:`~fallthrough_kernel` 2025-07-24T04:20:35.6981600Z to register a fallthrough. 2025-07-24T04:20:35.6983050Z Running test_autoload_disable 1/1 ... [2025-07-24 04:20:35.693865] 2025-07-24T04:20:35.6983440Z dispatch_key: dispatch key that the input function should be registered for. By default, it uses 2025-07-24T04:20:35.6983810Z the dispatch key that the library was created with. 2025-07-24T04:20:35.6984210Z with_keyset: flag controlling if the current dispatcher call keyset should be passed as the first argument 2025-07-24T04:20:35.6984700Z to :attr:`fn` when calling. This should be used to create the appropriate keyset for redispatch calls. 2025-07-24T04:20:35.6985010Z 2025-07-24T04:20:35.6985130Z Example:: 2025-07-24T04:20:35.6985260Z 2025-07-24T04:20:35.6985400Z >>> my_lib = Library("_", "IMPL") 2025-07-24T04:20:35.6985650Z >>> def fallback_kernel(op, *args, **kwargs): 2025-07-24T04:20:35.6986040Z >>> # Handle all autocast ops generically 2025-07-24T04:20:35.6986250Z >>> # ... 2025-07-24T04:20:35.6986450Z >>> my_lib.fallback(fallback_kernel, "Autocast") 2025-07-24T04:20:35.6986650Z 2025-07-24T04:20:35.6987110Z Original Error: IndentationError('expected an indented block after function definition on line 2', ('', 5, 1, 'my_lib.fallback(fallback_kernel, "Autocast")\n', 5, 7)) 2025-07-24T04:20:35.6987600Z 2025-07-24T04:20:35.6987740Z my_lib.fallback(fallback_kernel, "Autocast") 2025-07-24T04:20:35.6987940Z ^ 2025-07-24T04:20:35.6988060Z warnings.warn(msg) 2025-07-24T04:20:35.6988210Z 2025-07-24T04:20:35.6988380Z --- Parse Warning: 2 / 136 --- 2025-07-24T04:20:35.6989170Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=register_fake in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py line=954. 2025-07-24T04:20:35.6990070Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:35.6990440Z Register a FakeTensor implementation ("fake impl") for this operator. 2025-07-24T04:20:35.6990700Z 2025-07-24T04:20:35.6990880Z Also sometimes known as a "meta kernel", "abstract impl". 2025-07-24T04:20:35.6991140Z 2025-07-24T04:20:35.6991350Z An "FakeTensor implementation" specifies the behavior of this operator on 2025-07-24T04:20:35.6991730Z Tensors that carry no data ("FakeTensor"). Given some input Tensors with 2025-07-24T04:20:35.6992080Z certain properties (sizes/strides/storage_offset/device), it specifies 2025-07-24T04:20:35.6992440Z what the properties of the output Tensors are. 2025-07-24T04:20:35.6992630Z 2025-07-24T04:20:35.6992840Z The FakeTensor implementation has the same signature as the operator. 2025-07-24T04:20:35.6993180Z It is run for both FakeTensors and meta tensors. To write a FakeTensor 2025-07-24T04:20:35.6993500Z implementation, assume that all Tensor inputs to the operator are 2025-07-24T04:20:35.6993830Z regular CPU/CUDA/Meta tensors, but they do not have storage, and 2025-07-24T04:20:35.6994150Z you are trying to return regular CPU/CUDA/Meta tensor(s) as output. 2025-07-24T04:20:35.6994500Z The FakeTensor implementation must consist of only PyTorch operations 2025-07-24T04:20:35.6994850Z (and may not directly access the storage or data of any input or 2025-07-24T04:20:35.6995110Z intermediate Tensors). 2025-07-24T04:20:35.6995280Z 2025-07-24T04:20:35.6995440Z This API may be used as a decorator (see examples). 2025-07-24T04:20:35.6995660Z 2025-07-24T04:20:35.6995820Z For a detailed guide on custom ops, please see 2025-07-24T04:20:35.6996140Z https://pytorch.org/tutorials/advanced/custom_ops_landing_page.html 2025-07-24T04:20:35.6996410Z 2025-07-24T04:20:35.6996530Z Args: 2025-07-24T04:20:35.6996760Z op_name: Operator name (along with the overload) or OpOverload object. 2025-07-24T04:20:35.6997060Z func: Fake tensor implementation. 2025-07-24T04:20:35.6997350Z lib (Optional[Library]): Library to register the fake tensor to. 2025-07-24T04:20:35.6997680Z allow_override: Flag controlling if we want to override an 2025-07-24T04:20:35.6998000Z existing registered fake impl. This is by default off, 2025-07-24T04:20:35.6998320Z and will error you're trying to register a fake impl to 2025-07-24T04:20:35.6998630Z an operator that already has a fake impl. This also only 2025-07-24T04:20:35.6998940Z applies if the custom operator was not created via 2025-07-24T04:20:35.6999250Z torch.library.custom_op, as overriding and existing fake 2025-07-24T04:20:35.6999520Z impl is already allowed. 2025-07-24T04:20:35.6999710Z 2025-07-24T04:20:35.6999830Z Examples: 2025-07-24T04:20:35.6999990Z >>> import torch 2025-07-24T04:20:35.7000160Z >>> import numpy as np 2025-07-24T04:20:35.7000360Z >>> from torch import Tensor 2025-07-24T04:20:35.7000540Z >>> 2025-07-24T04:20:35.7000750Z >>> # Example 1: an operator without data-dependent output shape 2025-07-24T04:20:35.7001100Z >>> @torch.library.custom_op("mylib::custom_linear", mutates_args=()) 2025-07-24T04:20:35.7001440Z >>> def custom_linear(x: Tensor, weight: Tensor, bias: Tensor) -> Tensor: 2025-07-24T04:20:35.7001760Z >>> raise NotImplementedError("Implementation goes here") 2025-07-24T04:20:35.7002000Z >>> 2025-07-24T04:20:35.7002200Z >>> @torch.library.register_fake("mylib::custom_linear") 2025-07-24T04:20:35.7002490Z >>> def _(x, weight, bias): 2025-07-24T04:20:35.7002690Z >>> assert x.dim() == 2 2025-07-24T04:20:35.7002900Z >>> assert weight.dim() == 2 2025-07-24T04:20:35.7003110Z >>> assert bias.dim() == 1 2025-07-24T04:20:35.7003330Z >>> assert x.shape[1] == weight.shape[1] 2025-07-24T04:20:35.7003560Z >>> assert weight.shape[0] == bias.shape[0] 2025-07-24T04:20:35.7003820Z >>> assert x.device == weight.device 2025-07-24T04:20:35.7004020Z >>> 2025-07-24T04:20:35.7004180Z >>> return (x @ weight.t()) + bias 2025-07-24T04:20:35.7004420Z >>> 2025-07-24T04:20:35.7004630Z >>> with torch._subclasses.fake_tensor.FakeTensorMode(): 2025-07-24T04:20:35.7004870Z >>> x = torch.randn(2, 3) 2025-07-24T04:20:35.7005090Z >>> w = torch.randn(3, 3) 2025-07-24T04:20:35.7005300Z >>> b = torch.randn(3) 2025-07-24T04:20:35.7005530Z >>> y = torch.ops.mylib.custom_linear(x, w, b) 2025-07-24T04:20:35.7005750Z >>> 2025-07-24T04:20:35.7005890Z >>> assert y.shape == (2, 3) 2025-07-24T04:20:35.7006080Z >>> 2025-07-24T04:20:35.7006280Z >>> # Example 2: an operator with data-dependent output shape 2025-07-24T04:20:35.7006610Z >>> @torch.library.custom_op("mylib::custom_nonzero", mutates_args=()) 2025-07-24T04:20:35.7006900Z >>> def custom_nonzero(x: Tensor) -> Tensor: 2025-07-24T04:20:35.7007130Z >>> x_np = x.numpy(force=True) 2025-07-24T04:20:35.7007370Z >>> res = np.stack(np.nonzero(x_np), axis=1) 2025-07-24T04:20:35.7007630Z >>> return torch.tensor(res, device=x.device) 2025-07-24T04:20:35.7007850Z >>> 2025-07-24T04:20:35.7008050Z >>> @torch.library.register_fake("mylib::custom_nonzero") 2025-07-24T04:20:35.7008300Z >>> def _(x): 2025-07-24T04:20:35.7008500Z >>> # Number of nonzero-elements is data-dependent. 2025-07-24T04:20:35.7008800Z >>> # Since we cannot peek at the data in an fake impl, 2025-07-24T04:20:35.7009090Z >>> # we use the ctx object to construct a new symint that 2025-07-24T04:20:35.7009350Z >>> # represents the data-dependent size. 2025-07-24T04:20:35.7009570Z >>> ctx = torch.library.get_ctx() 2025-07-24T04:20:35.7009780Z >>> nnz = ctx.new_dynamic_size() 2025-07-24T04:20:35.7009970Z >>> shape = [nnz, x.dim()] 2025-07-24T04:20:35.7010200Z >>> result = x.new_empty(shape, dtype=torch.int64) 2025-07-24T04:20:35.7010410Z >>> return result 2025-07-24T04:20:35.7010570Z >>> 2025-07-24T04:20:35.7010760Z >>> from torch.fx.experimental.proxy_tensor import make_fx 2025-07-24T04:20:35.7010980Z >>> 2025-07-24T04:20:35.7011130Z >>> x = torch.tensor([0, 1, 2, 3, 4, 0]) 2025-07-24T04:20:35.7011420Z >>> trace = make_fx(torch.ops.mylib.custom_nonzero, tracing_mode="symbolic")(x) 2025-07-24T04:20:35.7011710Z >>> trace.print_readable() 2025-07-24T04:20:35.7011880Z >>> 2025-07-24T04:20:35.7012090Z >>> assert torch.allclose(trace(x), torch.ops.mylib.custom_nonzero(x)) 2025-07-24T04:20:35.7012360Z 2025-07-24T04:20:35.7012470Z 2025-07-24T04:20:35.7012890Z Original Error: IndentationError('expected an indented block after function definition on line 37', ('', 38, 1, '_._ = None\n', 38, 2)) 2025-07-24T04:20:35.7013340Z 2025-07-24T04:20:35.7013450Z _._ = None 2025-07-24T04:20:35.7013580Z ^ 2025-07-24T04:20:35.7013700Z warnings.warn(msg) 2025-07-24T04:20:35.7013840Z 2025-07-24T04:20:35.7014020Z --- Parse Warning: 3 / 136 --- 2025-07-24T04:20:35.7014840Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=register_autograd in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py line=1089. 2025-07-24T04:20:35.7015760Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7016090Z Register a backward formula for this custom op. 2025-07-24T04:20:35.7016290Z 2025-07-24T04:20:35.7016490Z In order for an operator to work with autograd, you need to register 2025-07-24T04:20:35.7016820Z a backward formula: 2025-07-24T04:20:35.7017060Z 1. You must tell us how to compute gradients during the backward pass 2025-07-24T04:20:35.7017340Z by providing us a "backward" function. 2025-07-24T04:20:35.7017610Z 2. If you need any values from the forward to compute gradients, you can 2025-07-24T04:20:35.7017930Z use `setup_context` to save values for backward. 2025-07-24T04:20:35.7018140Z 2025-07-24T04:20:35.7018340Z ``backward`` runs during the backward pass. It accepts ``(ctx, *grads)``: 2025-07-24T04:20:35.7018670Z - ``grads`` is one or more gradients. The number of gradients matches 2025-07-24T04:20:35.7018930Z the number of outputs of the operator. 2025-07-24T04:20:35.7019210Z The ``ctx`` object is `the same ctx object `_ used by 2025-07-24T04:20:35.7019570Z :class:`torch.autograd.Function`. The semantics of ``backward_fn`` are the 2025-07-24T04:20:35.7019880Z same as :meth:`torch.autograd.Function.backward`. 2025-07-24T04:20:35.7020110Z 2025-07-24T04:20:35.7020250Z ``setup_context(ctx, inputs, output)`` runs during the forward pass. 2025-07-24T04:20:35.7020400Z Please save quantities needed for backward onto the ``ctx`` object via 2025-07-24T04:20:35.7020550Z either :meth:`torch.autograd.function.FunctionCtx.save_for_backward` 2025-07-24T04:20:35.7020670Z or assigning them as attributes of ``ctx``. If your custom op has 2025-07-24T04:20:35.7020810Z kwarg-only arguments, we expect the signature of ``setup_context`` 2025-07-24T04:20:35.7020940Z to be ``setup_context(ctx, inputs, keyword_only_inputs, output)``. 2025-07-24T04:20:35.7020990Z 2025-07-24T04:20:35.7021120Z Both ``setup_context_fn`` and ``backward_fn`` must be traceable. That is, 2025-07-24T04:20:35.7021260Z they may not directly access :meth:`torch.Tensor.data_ptr` and they must 2025-07-24T04:20:35.7021410Z not depend on or mutate global state. If you need a non-traceable backward, 2025-07-24T04:20:35.7021550Z you can make it a separate custom_op that you call inside ``backward_fn``. 2025-07-24T04:20:35.7021600Z 2025-07-24T04:20:35.7021750Z If you need different autograd behavior on different devices, then we 2025-07-24T04:20:35.7021890Z recommend creating two different custom operators, one for each device 2025-07-24T04:20:35.7022020Z that needs different behavior, and switching between them at runtime. 2025-07-24T04:20:35.7022070Z 2025-07-24T04:20:35.7022110Z Examples: 2025-07-24T04:20:35.7022170Z >>> import torch 2025-07-24T04:20:35.7022220Z >>> import numpy as np 2025-07-24T04:20:35.7022290Z >>> from torch import Tensor 2025-07-24T04:20:35.7022330Z >>> 2025-07-24T04:20:35.7022460Z >>> @torch.library.custom_op("mylib::numpy_sin", mutates_args=()) 2025-07-24T04:20:35.7022530Z >>> def numpy_sin(x: Tensor) -> Tensor: 2025-07-24T04:20:35.7022600Z >>> x_np = x.cpu().numpy() 2025-07-24T04:20:35.7022660Z >>> y_np = np.sin(x_np) 2025-07-24T04:20:35.7022760Z >>> return torch.from_numpy(y_np).to(device=x.device) 2025-07-24T04:20:35.7022800Z >>> 2025-07-24T04:20:35.7022900Z >>> def setup_context(ctx, inputs, output) -> Tensor: 2025-07-24T04:20:35.7022950Z >>> x, = inputs 2025-07-24T04:20:35.7023040Z >>> ctx.save_for_backward(x) 2025-07-24T04:20:35.7023080Z >>> 2025-07-24T04:20:35.7023140Z >>> def backward(ctx, grad): 2025-07-24T04:20:35.7023210Z >>> x, = ctx.saved_tensors 2025-07-24T04:20:35.7023270Z >>> return grad * x.cos() 2025-07-24T04:20:35.7023320Z >>> 2025-07-24T04:20:35.7023400Z >>> torch.library.register_autograd( 2025-07-24T04:20:35.7023530Z ... "mylib::numpy_sin", backward, setup_context=setup_context 2025-07-24T04:20:35.7023600Z ... ) 2025-07-24T04:20:35.7023640Z >>> 2025-07-24T04:20:35.7023730Z >>> x = torch.randn(3, requires_grad=True) 2025-07-24T04:20:35.7023940Z >>> y = numpy_sin(x) 2025-07-24T04:20:35.7024050Z >>> (grad_x,) = torch.autograd.grad(y, x, torch.ones_like(y)) 2025-07-24T04:20:35.7024180Z >>> assert torch.allclose(grad_x, x.cos()) 2025-07-24T04:20:35.7024230Z >>> 2025-07-24T04:20:35.7024310Z >>> # Example with a keyword-only arg 2025-07-24T04:20:35.7024440Z >>> @torch.library.custom_op("mylib::numpy_mul", mutates_args=()) 2025-07-24T04:20:35.7024550Z >>> def numpy_mul(x: Tensor, *, val: float) -> Tensor: 2025-07-24T04:20:35.7024610Z >>> x_np = x.cpu().numpy() 2025-07-24T04:20:35.7024670Z >>> y_np = x_np * val 2025-07-24T04:20:35.7024780Z >>> return torch.from_numpy(y_np).to(device=x.device) 2025-07-24T04:20:35.7024820Z >>> 2025-07-24T04:20:35.7024970Z >>> def setup_context(ctx, inputs, keyword_only_inputs, output) -> Tensor: 2025-07-24T04:20:35.7025050Z >>> ctx.val = keyword_only_inputs["val"] 2025-07-24T04:20:35.7025100Z >>> 2025-07-24T04:20:35.7025160Z >>> def backward(ctx, grad): 2025-07-24T04:20:35.7025220Z >>> return grad * ctx.val 2025-07-24T04:20:35.7025270Z >>> 2025-07-24T04:20:35.7025350Z >>> torch.library.register_autograd( 2025-07-24T04:20:35.7025480Z ... "mylib::numpy_mul", backward, setup_context=setup_context 2025-07-24T04:20:35.7025520Z ... ) 2025-07-24T04:20:35.7025570Z >>> 2025-07-24T04:20:35.7025660Z >>> x = torch.randn(3, requires_grad=True) 2025-07-24T04:20:35.7025730Z >>> y = numpy_mul(x, val=3.14) 2025-07-24T04:20:35.7025920Z >>> (grad_x,) = torch.autograd.grad(y, x, torch.ones_like(y)) 2025-07-24T04:20:35.7026090Z >>> assert torch.allclose(grad_x, torch.full_like(x, 3.14)) 2025-07-24T04:20:35.7026130Z 2025-07-24T04:20:35.7026190Z 2025-07-24T04:20:35.7026360Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7026400Z 2025-07-24T04:20:35.7026470Z warnings.warn(msg) 2025-07-24T04:20:35.7026520Z 2025-07-24T04:20:35.7026650Z --- Parse Warning: 4 / 136 --- 2025-07-24T04:20:35.7027280Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=opcheck in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py line=1503. 2025-07-24T04:20:35.7027480Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7027620Z Given an operator and some sample arguments, tests if the operator is 2025-07-24T04:20:35.7027690Z registered correctly. 2025-07-24T04:20:35.7027730Z 2025-07-24T04:20:35.7027880Z That is, when you use the torch.library/TORCH_LIBRARY APIs to create a 2025-07-24T04:20:35.7028040Z custom op, you specified metadata (e.g. mutability info) about the custom op 2025-07-24T04:20:35.7028190Z and these APIs require that the functions you pass them satisfy certain 2025-07-24T04:20:35.7028330Z properties (e.g. no data pointer access in the fake/meta/abstract kernel) 2025-07-24T04:20:35.7028510Z ``opcheck`` tests these metadata and properties. 2025-07-24T04:20:35.7028560Z 2025-07-24T04:20:35.7028640Z Concretely, we test the following: 2025-07-24T04:20:35.7028680Z 2025-07-24T04:20:35.7028800Z - test_schema: If the schema matches the implementation of 2025-07-24T04:20:35.7028960Z the operator. For example: if the schema specifies a Tensor is mutated, 2025-07-24T04:20:35.7029090Z then we check the implementation mutates the Tensor. If the schema 2025-07-24T04:20:35.7029270Z specifies that we return a new Tensor, then we check that the 2025-07-24T04:20:35.7029440Z implementation returns a new Tensor (instead of an existing one or 2025-07-24T04:20:35.7029540Z a view of an existing one). 2025-07-24T04:20:35.7029660Z - test_autograd_registration: If the operator supports training 2025-07-24T04:20:35.7029840Z (autograd): we check that its autograd formula is registered via 2025-07-24T04:20:35.7029980Z torch.library.register_autograd or a manual registration to one 2025-07-24T04:20:35.7030150Z or more DispatchKey::Autograd keys. Any other DispatchKey-based 2025-07-24T04:20:35.7030240Z registrations may lead to undefined behavior. 2025-07-24T04:20:35.7030360Z - test_faketensor: If the operator has a FakeTensor kernel 2025-07-24T04:20:35.7030480Z (and if it is correct). The FakeTensor kernel is necessary ( 2025-07-24T04:20:35.7030630Z but not sufficient) for the operator to work with PyTorch compilation 2025-07-24T04:20:35.7030760Z APIs (torch.compile/export/FX). We check that a FakeTensor kernel 2025-07-24T04:20:35.7030900Z (also sometimes known as a meta kernel) was registered for the 2025-07-24T04:20:35.7031010Z operator and that it is correct. This test takes the result of 2025-07-24T04:20:35.7031140Z running the operator on real tensors and the result of running 2025-07-24T04:20:35.7031260Z the operator on FakeTensors and checks that they have the same 2025-07-24T04:20:35.7031350Z Tensor metadata (sizes/strides/dtype/device/etc). 2025-07-24T04:20:35.7031490Z - test_aot_dispatch_dynamic: If the operator has correct behavior 2025-07-24T04:20:35.7031600Z with PyTorch compilation APIs (torch.compile/export/FX). 2025-07-24T04:20:35.7031740Z This checks that the outputs (and gradients, if applicable) are the 2025-07-24T04:20:35.7031880Z same under eager-mode PyTorch and torch.compile. 2025-07-24T04:20:35.7032020Z This test is a superset of ``test_faketensor`` and is an e2e test; 2025-07-24T04:20:35.7032120Z other things it tests are that the operator supports 2025-07-24T04:20:35.7032260Z functionalization and that the backward pass (if it exists) also 2025-07-24T04:20:35.7032360Z supports FakeTensor and functionalization. 2025-07-24T04:20:35.7032420Z 2025-07-24T04:20:35.7032540Z For best results, please call ``opcheck`` multiple times with a 2025-07-24T04:20:35.7032670Z representative set of inputs. If your operator supports 2025-07-24T04:20:35.7032820Z autograd, please use ``opcheck`` with inputs with ``requires_grad = True``; 2025-07-24T04:20:35.7032970Z if your operator supports multiple devices (e.g. CPU and CUDA), please 2025-07-24T04:20:35.7033070Z use ``opcheck`` with inputs on all supported devices. 2025-07-24T04:20:35.7033130Z 2025-07-24T04:20:35.7033180Z Args: 2025-07-24T04:20:35.7033290Z op: The operator. Must either be a function decorated with 2025-07-24T04:20:35.7033440Z :func:`torch.library.custom_op` or an OpOverload/OpOverloadPacket 2025-07-24T04:20:35.7033590Z found in torch.ops.* (e.g. torch.ops.aten.sin, torch.ops.mylib.foo) 2025-07-24T04:20:35.7033670Z args: The args to the operator 2025-07-24T04:20:35.7033740Z kwargs: The kwargs to the operator 2025-07-24T04:20:35.7033890Z test_utils: Tests that we should run. Default: all of them. 2025-07-24T04:20:35.7033990Z Example: ("test_schema", "test_faketensor") 2025-07-24T04:20:35.7034120Z raise_exception: If we should raise an exception on the first 2025-07-24T04:20:35.7034230Z error. If False, we will return a dict with information 2025-07-24T04:20:35.7034330Z on if each test passed or not. 2025-07-24T04:20:35.7034490Z rtol (Optional[float]): Relative tolerance for floating point comparisons. 2025-07-24T04:20:35.7034610Z If specified ``atol`` must also be specified. 2025-07-24T04:20:35.7034760Z If omitted, default values based on the ``dtype`` are selected 2025-07-24T04:20:35.7034890Z (see the table in :func:`torch.testing.assert_close`). 2025-07-24T04:20:35.7035060Z atol (Optional[float]): Absolute tolerance for floating point comparisons. 2025-07-24T04:20:35.7035170Z If specified ``rtol`` must also be specified. 2025-07-24T04:20:35.7035290Z If omitted, default values based on the ``dtype`` are selected 2025-07-24T04:20:35.7035410Z (see the table in :func:`torch.testing.assert_close`). 2025-07-24T04:20:35.7035470Z 2025-07-24T04:20:35.7035520Z .. warning:: 2025-07-24T04:20:35.7035570Z 2025-07-24T04:20:35.7035720Z opcheck and :func:`torch.autograd.gradcheck` test different things; 2025-07-24T04:20:35.7035880Z opcheck tests if your usage of torch.library APIs is correct while 2025-07-24T04:20:35.7036010Z :func:`torch.autograd.gradcheck` tests if your autograd formula is 2025-07-24T04:20:35.7036160Z mathematically correct. Use both to test custom ops that support 2025-07-24T04:20:35.7036230Z gradient computation. 2025-07-24T04:20:35.7036280Z 2025-07-24T04:20:35.7036320Z Example: 2025-07-24T04:20:35.7036380Z 2025-07-24T04:20:35.7036470Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:35.7036620Z >>> @torch.library.custom_op("mylib::numpy_mul", mutates_args=()) 2025-07-24T04:20:35.7036710Z >>> def numpy_mul(x: Tensor, y: float) -> Tensor: 2025-07-24T04:20:35.7036800Z >>> x_np = x.numpy(force=True) 2025-07-24T04:20:35.7036860Z >>> z_np = x_np * y 2025-07-24T04:20:35.7036960Z >>> return torch.from_numpy(z_np).to(x.device) 2025-07-24T04:20:35.7037000Z >>> 2025-07-24T04:20:35.7037070Z >>> @numpy_mul.register_fake 2025-07-24T04:20:35.7037140Z >>> def _(x, y): 2025-07-24T04:20:35.7037210Z >>> return torch.empty_like(x) 2025-07-24T04:20:35.7037280Z >>> 2025-07-24T04:20:35.7037370Z >>> def setup_context(ctx, inputs, output): 2025-07-24T04:20:35.7037430Z >>> y, = inputs 2025-07-24T04:20:35.7037480Z >>> ctx.y = y 2025-07-24T04:20:35.7037540Z >>> 2025-07-24T04:20:35.7037620Z >>> def backward(ctx, grad): 2025-07-24T04:20:35.7037700Z >>> return grad * ctx.y, None 2025-07-24T04:20:35.7037740Z >>> 2025-07-24T04:20:35.7037890Z >>> numpy_mul.register_autograd(backward, setup_context=setup_context) 2025-07-24T04:20:35.7037940Z >>> 2025-07-24T04:20:35.7038000Z >>> sample_inputs = [ 2025-07-24T04:20:35.7038070Z >>> (torch.randn(3), 3.14), 2025-07-24T04:20:35.7038160Z >>> (torch.randn(2, 3, device='cuda'), 2.718), 2025-07-24T04:20:35.7038270Z >>> (torch.randn(1, 10, requires_grad=True), 1.234), 2025-07-24T04:20:35.7038400Z >>> (torch.randn(64, 64, device='cuda', requires_grad=True), 90.18), 2025-07-24T04:20:35.7038450Z >>> ] 2025-07-24T04:20:35.7038500Z >>> 2025-07-24T04:20:35.7038580Z >>> for args in sample_inputs: 2025-07-24T04:20:35.7038670Z >>> torch.library.opcheck(numpy_mul, args) 2025-07-24T04:20:35.7038800Z 2025-07-24T04:20:35.7045070Z 2025-07-24T04:20:35.7045250Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7045290Z 2025-07-24T04:20:35.7045350Z warnings.warn(msg) 2025-07-24T04:20:35.7045390Z 2025-07-24T04:20:35.7045560Z --- Parse Warning: 5 / 136 --- 2025-07-24T04:20:35.7046220Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Tensor.dim_order in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py line=1493. 2025-07-24T04:20:35.7046530Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7046590Z 2025-07-24T04:20:35.7046670Z dim_order(ambiguity_check=False) -> tuple 2025-07-24T04:20:35.7046740Z 2025-07-24T04:20:35.7046920Z Returns the uniquely determined tuple of int describing the dim order or 2025-07-24T04:20:35.7046990Z physical layout of :attr:`self`. 2025-07-24T04:20:35.7047040Z 2025-07-24T04:20:35.7047210Z The dim order represents how dimensions are laid out in memory of dense tensors, 2025-07-24T04:20:35.7047320Z starting from the outermost to the innermost dimension. 2025-07-24T04:20:35.7047370Z 2025-07-24T04:20:35.7047490Z Note that the dim order may not always be uniquely determined. 2025-07-24T04:20:35.7047740Z If `ambiguity_check` is True, this function raises a RuntimeError when the dim order cannot be uniquely determined; 2025-07-24T04:20:35.7047990Z If `ambiguity_check` is a list of memory formats, this function raises a RuntimeError when tensor can not be interpreted 2025-07-24T04:20:35.7048170Z into exactly one of the given memory formats, or it cannot be uniquely determined. 2025-07-24T04:20:35.7048390Z If `ambiguity_check` is False, it will return one of legal dim order(s) without checking its uniqueness. 2025-07-24T04:20:35.7048460Z Otherwise, it will raise TypeError. 2025-07-24T04:20:35.7048500Z 2025-07-24T04:20:35.7048540Z Args: 2025-07-24T04:20:35.7048740Z ambiguity_check (bool or List[torch.memory_format]): The check method for ambiguity of dim order. 2025-07-24T04:20:35.7048790Z 2025-07-24T04:20:35.7048860Z Examples:: 2025-07-24T04:20:35.7048900Z 2025-07-24T04:20:35.7048980Z >>> torch.empty((2, 3, 5, 7)).dim_order() 2025-07-24T04:20:35.7049020Z (0, 1, 2, 3) 2025-07-24T04:20:35.7049130Z >>> torch.empty((2, 3, 5, 7)).transpose(1, 2).dim_order() 2025-07-24T04:20:35.7049170Z (0, 2, 1, 3) 2025-07-24T04:20:35.7049300Z >>> torch.empty((2, 3, 5, 7), memory_format=torch.channels_last).dim_order() 2025-07-24T04:20:35.7049350Z (0, 2, 3, 1) 2025-07-24T04:20:35.7049420Z >>> torch.empty((1, 2, 3, 4)).dim_order() 2025-07-24T04:20:35.7049460Z (0, 1, 2, 3) 2025-07-24T04:20:35.7049510Z >>> try: 2025-07-24T04:20:35.7049610Z ... torch.empty((1, 2, 3, 4)).dim_order(ambiguity_check=True) 2025-07-24T04:20:35.7049680Z ... except RuntimeError as e: 2025-07-24T04:20:35.7049730Z ... print(e) 2025-07-24T04:20:35.7049920Z The tensor does not have unique dim order, or cannot map to exact one of the given memory formats. 2025-07-24T04:20:35.7049990Z >>> torch.empty((1, 2, 3, 4)).dim_order( 2025-07-24T04:20:35.7050120Z ... ambiguity_check=[torch.contiguous_format, torch.channels_last] 2025-07-24T04:20:35.7050210Z ... ) # It can be mapped to contiguous format 2025-07-24T04:20:35.7050250Z (0, 1, 2, 3) 2025-07-24T04:20:35.7050300Z >>> try: 2025-07-24T04:20:35.7050410Z ... torch.empty((1, 2, 3, 4)).dim_order(ambiguity_check="ILLEGAL") 2025-07-24T04:20:35.7050470Z ... except TypeError as e: 2025-07-24T04:20:35.7050520Z ... print(e) 2025-07-24T04:20:35.7050670Z The ambiguity_check argument must be a bool or a list of memory formats. 2025-07-24T04:20:35.7050730Z 2025-07-24T04:20:35.7050780Z .. warning:: 2025-07-24T04:20:35.7050910Z The dim_order tensor API is experimental and subject to change. 2025-07-24T04:20:35.7050950Z 2025-07-24T04:20:35.7051100Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7051140Z 2025-07-24T04:20:35.7051200Z warnings.warn(msg) 2025-07-24T04:20:35.7051240Z 2025-07-24T04:20:35.7051370Z --- Parse Warning: 6 / 136 --- 2025-07-24T04:20:35.7052010Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py line=560. 2025-07-24T04:20:35.7052190Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7052240Z 2025-07-24T04:20:35.7052340Z Load a model from a github repo or a local directory. 2025-07-24T04:20:35.7052380Z 2025-07-24T04:20:35.7052520Z Note: Loading a model is the typical use case, but this can also be used to 2025-07-24T04:20:35.7052650Z for loading other objects such as tokenizers, loss functions, etc. 2025-07-24T04:20:35.7052690Z 2025-07-24T04:20:35.7052800Z If ``source`` is 'github', ``repo_or_dir`` is expected to be 2025-07-24T04:20:35.7052900Z of the form ``repo_owner/repo_name[:ref]`` with an optional 2025-07-24T04:20:35.7052960Z ref (a tag or a branch). 2025-07-24T04:20:35.7053000Z 2025-07-24T04:20:35.7053110Z If ``source`` is 'local', ``repo_or_dir`` is expected to be a 2025-07-24T04:20:35.7053170Z path to a local directory. 2025-07-24T04:20:35.7053210Z 2025-07-24T04:20:35.7053250Z Args: 2025-07-24T04:20:35.7053340Z repo_or_dir (str): If ``source`` is 'github', 2025-07-24T04:20:35.7053520Z this should correspond to a github repo with format ``repo_owner/repo_name[:ref]`` with 2025-07-24T04:20:35.7053710Z an optional ref (tag or branch), for example 'pytorch/vision:0.10'. If ``ref`` is not specified, 2025-07-24T04:20:35.7053870Z the default branch is assumed to be ``main`` if it exists, and otherwise ``master``. 2025-07-24T04:20:35.7054010Z If ``source`` is 'local' then it should be a path to a local directory. 2025-07-24T04:20:35.7054120Z model (str): the name of a callable (entrypoint) defined in the 2025-07-24T04:20:35.7054190Z repo/dir's ``hubconf.py``. 2025-07-24T04:20:35.7054310Z *args (optional): the corresponding args for callable ``model``. 2025-07-24T04:20:35.7054430Z source (str, optional): 'github' or 'local'. Specifies how 2025-07-24T04:20:35.7054530Z ``repo_or_dir`` is to be interpreted. Default is 'github'. 2025-07-24T04:20:35.7054670Z trust_repo (bool, str or None): ``"check"``, ``True``, ``False`` or ``None``. 2025-07-24T04:20:35.7054810Z This parameter was introduced in v1.12 and helps ensuring that users 2025-07-24T04:20:35.7054900Z only run code from repos that they trust. 2025-07-24T04:20:35.7054940Z 2025-07-24T04:20:35.7055060Z - If ``False``, a prompt will ask the user whether the repo should 2025-07-24T04:20:35.7055110Z be trusted. 2025-07-24T04:20:35.7055230Z - If ``True``, the repo will be added to the trusted list and loaded 2025-07-24T04:20:35.7055310Z without requiring explicit confirmation. 2025-07-24T04:20:35.7055420Z - If ``"check"``, the repo will be checked against the list of 2025-07-24T04:20:35.7055550Z trusted repos in the cache. If it is not present in that list, the 2025-07-24T04:20:35.7055670Z behaviour will fall back onto the ``trust_repo=False`` option. 2025-07-24T04:20:35.7055780Z - If ``None``: this will raise a warning, inviting the user to set 2025-07-24T04:20:35.7055900Z ``trust_repo`` to either ``False``, ``True`` or ``"check"``. This 2025-07-24T04:20:35.7056070Z is only present for backward compatibility and will be removed in 2025-07-24T04:20:35.7056110Z v2.0. 2025-07-24T04:20:35.7056160Z 2025-07-24T04:20:35.7056290Z Default is ``None`` and will eventually change to ``"check"`` in v2.0. 2025-07-24T04:20:35.7056420Z force_reload (bool, optional): whether to force a fresh download of 2025-07-24T04:20:35.7056560Z the github repo unconditionally. Does not have any effect if 2025-07-24T04:20:35.7056640Z ``source = 'local'``. Default is ``False``. 2025-07-24T04:20:35.7056780Z verbose (bool, optional): If ``False``, mute messages about hitting 2025-07-24T04:20:35.7056920Z local caches. Note that the message about first download cannot be 2025-07-24T04:20:35.7057070Z muted. Does not have any effect if ``source = 'local'``. 2025-07-24T04:20:35.7057130Z Default is ``True``. 2025-07-24T04:20:35.7057310Z skip_validation (bool, optional): if ``False``, torchhub will check that the branch or commit 2025-07-24T04:20:35.7057490Z specified by the ``github`` argument properly belongs to the repo owner. This will make 2025-07-24T04:20:35.7057650Z requests to the GitHub API; you can specify a non-default GitHub token by setting the 2025-07-24T04:20:35.7057770Z ``GITHUB_TOKEN`` environment variable. Default is ``False``. 2025-07-24T04:20:35.7057900Z **kwargs (optional): the corresponding kwargs for callable ``model``. 2025-07-24T04:20:35.7057940Z 2025-07-24T04:20:35.7057990Z Returns: 2025-07-24T04:20:35.7058110Z The output of the ``model`` callable when called with the given 2025-07-24T04:20:35.7058170Z ``*args`` and ``**kwargs``. 2025-07-24T04:20:35.7058210Z 2025-07-24T04:20:35.7058260Z Example: 2025-07-24T04:20:35.7058340Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-07-24T04:20:35.7058400Z >>> # from a github repo 2025-07-24T04:20:35.7058460Z >>> repo = "pytorch/vision" 2025-07-24T04:20:35.7058520Z >>> model = torch.hub.load( 2025-07-24T04:20:35.7058630Z ... repo, "resnet50", weights="ResNet50_Weights.IMAGENET1K_V1" 2025-07-24T04:20:35.7058680Z ... ) 2025-07-24T04:20:35.7058740Z >>> # from a local directory 2025-07-24T04:20:35.7058820Z >>> path = "/some/local/path/pytorch/vision" 2025-07-24T04:20:35.7058880Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7059030Z >>> model = torch.hub.load(path, "resnet50", weights="ResNet50_Weights.DEFAULT") 2025-07-24T04:20:35.7059070Z 2025-07-24T04:20:35.7059220Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7059260Z 2025-07-24T04:20:35.7059320Z warnings.warn(msg) 2025-07-24T04:20:35.7059360Z 2025-07-24T04:20:35.7059460Z --- Parse Warning: 7 / 136 --- 2025-07-24T04:20:35.7060080Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_load_local in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py line=652. 2025-07-24T04:20:35.7060240Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7060280Z 2025-07-24T04:20:35.7060390Z Load a model from a local directory with a ``hubconf.py``. 2025-07-24T04:20:35.7060430Z 2025-07-24T04:20:35.7060470Z Args: 2025-07-24T04:20:35.7060590Z hubconf_dir (str): path to a local directory that contains a 2025-07-24T04:20:35.7060640Z ``hubconf.py``. 2025-07-24T04:20:35.7060760Z model (str): name of an entrypoint defined in the directory's 2025-07-24T04:20:35.7060810Z ``hubconf.py``. 2025-07-24T04:20:35.7060930Z *args (optional): the corresponding args for callable ``model``. 2025-07-24T04:20:35.7061090Z **kwargs (optional): the corresponding kwargs for callable ``model``. 2025-07-24T04:20:35.7061130Z 2025-07-24T04:20:35.7061180Z Returns: 2025-07-24T04:20:35.7061280Z a single model with corresponding pretrained weights. 2025-07-24T04:20:35.7061320Z 2025-07-24T04:20:35.7061360Z Example: 2025-07-24T04:20:35.7061440Z >>> # xdoctest: +SKIP("stub local path") 2025-07-24T04:20:35.7061520Z >>> path = "/some/local/path/pytorch/vision" 2025-07-24T04:20:35.7061590Z >>> model = _load_local( 2025-07-24T04:20:35.7061640Z ... path, 2025-07-24T04:20:35.7061690Z ... "resnet50", 2025-07-24T04:20:35.7061780Z ... weights="ResNet50_Weights.IMAGENET1K_V1", 2025-07-24T04:20:35.7061850Z ... ) 2025-07-24T04:20:35.7061890Z 2025-07-24T04:20:35.7062050Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7062110Z 2025-07-24T04:20:35.7062160Z warnings.warn(msg) 2025-07-24T04:20:35.7062210Z 2025-07-24T04:20:35.7062310Z --- Parse Warning: 8 / 136 --- 2025-07-24T04:20:35.7062940Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=download_url_to_file in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py line=691. 2025-07-24T04:20:35.7063090Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7063190Z Download object at the given URL to a local path. 2025-07-24T04:20:35.7063230Z 2025-07-24T04:20:35.7063270Z Args: 2025-07-24T04:20:35.7063350Z url (str): URL of the object to download 2025-07-24T04:20:35.7063500Z dst (str): Full path where object will be saved, e.g. ``/tmp/temporary_file`` 2025-07-24T04:20:35.7063710Z hash_prefix (str, optional): If not None, the SHA256 downloaded file should start with ``hash_prefix``. 2025-07-24T04:20:35.7063760Z Default: None 2025-07-24T04:20:35.7063920Z progress (bool, optional): whether or not to display a progress bar to stderr 2025-07-24T04:20:35.7063970Z Default: True 2025-07-24T04:20:35.7064010Z 2025-07-24T04:20:35.7064060Z Example: 2025-07-24T04:20:35.7064150Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-07-24T04:20:35.7064210Z >>> # xdoctest: +REQUIRES(POSIX) 2025-07-24T04:20:35.7064290Z >>> torch.hub.download_url_to_file( 2025-07-24T04:20:35.7064430Z ... "https://s3.amazonaws.com/pytorch/models/resnet18-5c106cde.pth", 2025-07-24T04:20:35.7064500Z ... "/tmp/temporary_file", 2025-07-24T04:20:35.7064540Z ... ) 2025-07-24T04:20:35.7064580Z 2025-07-24T04:20:35.7064620Z 2025-07-24T04:20:35.7064780Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7064820Z 2025-07-24T04:20:35.7064870Z warnings.warn(msg) 2025-07-24T04:20:35.7064920Z 2025-07-24T04:20:35.7065020Z --- Parse Warning: 9 / 136 --- 2025-07-24T04:20:35.7065660Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load_state_dict_from_url in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/hub.py line=816. 2025-07-24T04:20:35.7065820Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7065910Z Loads the Torch serialized object at the given URL. 2025-07-24T04:20:35.7065950Z 2025-07-24T04:20:35.7066060Z If downloaded file is a zip file, it will be automatically 2025-07-24T04:20:35.7066110Z decompressed. 2025-07-24T04:20:35.7066160Z 2025-07-24T04:20:35.7066290Z If the object is already present in `model_dir`, it's deserialized and 2025-07-24T04:20:35.7066370Z returned. 2025-07-24T04:20:35.7066500Z The default value of ``model_dir`` is ``/checkpoints`` where 2025-07-24T04:20:35.7066620Z ``hub_dir`` is the directory returned by :func:`~torch.hub.get_dir`. 2025-07-24T04:20:35.7066660Z 2025-07-24T04:20:35.7066710Z Args: 2025-07-24T04:20:35.7066790Z url (str): URL of the object to download 2025-07-24T04:20:35.7066910Z model_dir (str, optional): directory in which to save the object 2025-07-24T04:20:35.7067160Z map_location (optional): a function or a dict specifying how to remap storage locations (see torch.load) 2025-07-24T04:20:35.7067330Z progress (bool, optional): whether or not to display a progress bar to stderr. 2025-07-24T04:20:35.7067390Z Default: True 2025-07-24T04:20:35.7067610Z check_hash(bool, optional): If True, the filename part of the URL should follow the naming convention 2025-07-24T04:20:35.7067760Z ``filename-.ext`` where ```` is the first eight or more 2025-07-24T04:20:35.7067900Z digits of the SHA256 hash of the contents of the file. The hash is used to 2025-07-24T04:20:35.7068020Z ensure unique names and to verify the contents of the file. 2025-07-24T04:20:35.7068070Z Default: False 2025-07-24T04:20:35.7068280Z file_name (str, optional): name for the downloaded file. Filename from ``url`` will be used if not set. 2025-07-24T04:20:35.7068470Z weights_only(bool, optional): If True, only weights will be loaded and no complex pickled objects. 2025-07-24T04:20:35.7068630Z Recommended for untrusted sources. See :func:`~torch.load` for more details. 2025-07-24T04:20:35.7068670Z 2025-07-24T04:20:35.7068720Z Example: 2025-07-24T04:20:35.7068840Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_HUB) 2025-07-24T04:20:35.7068940Z >>> state_dict = torch.hub.load_state_dict_from_url( 2025-07-24T04:20:35.7069070Z ... "https://s3.amazonaws.com/pytorch/models/resnet18-5c106cde.pth" 2025-07-24T04:20:35.7069120Z ... ) 2025-07-24T04:20:35.7069160Z 2025-07-24T04:20:35.7069200Z 2025-07-24T04:20:35.7069360Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7069400Z 2025-07-24T04:20:35.7069450Z warnings.warn(msg) 2025-07-24T04:20:35.7069490Z 2025-07-24T04:20:35.7069610Z --- Parse Warning: 10 / 136 --- 2025-07-24T04:20:35.7070290Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=meshgrid in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py line=446. 2025-07-24T04:20:35.7070470Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7070630Z Creates grids of coordinates specified by the 1D inputs in `attr`:tensors. 2025-07-24T04:20:35.7070680Z 2025-07-24T04:20:35.7070800Z This is helpful when you want to visualize data over some 2025-07-24T04:20:35.7070910Z range of inputs. See below for a plotting example. 2025-07-24T04:20:35.7070950Z 2025-07-24T04:20:35.7071060Z Given :math:`N` 1D tensors :math:`T_0 \ldots T_{N-1}` as 2025-07-24T04:20:35.7071190Z inputs with corresponding sizes :math:`S_0 \ldots S_{N-1}`, 2025-07-24T04:20:35.7071320Z this creates :math:`N` N-dimensional tensors :math:`G_0 \ldots 2025-07-24T04:20:35.7071440Z G_{N-1}`, each with shape :math:`(S_0, ..., S_{N-1})` where 2025-07-24T04:20:35.7071570Z the output :math:`G_i` is constructed by expanding :math:`T_i` 2025-07-24T04:20:35.7071630Z to the result shape. 2025-07-24T04:20:35.7071680Z 2025-07-24T04:20:35.7071730Z .. note:: 2025-07-24T04:20:35.7071840Z 0D inputs are treated equivalently to 1D inputs of a 2025-07-24T04:20:35.7071950Z single element. 2025-07-24T04:20:35.7071990Z 2025-07-24T04:20:35.7072050Z .. warning:: 2025-07-24T04:20:35.7072170Z `torch.meshgrid(*tensors)` currently has the same behavior 2025-07-24T04:20:35.7072280Z as calling `numpy.meshgrid(*arrays, indexing='ij')`. 2025-07-24T04:20:35.7072330Z 2025-07-24T04:20:35.7072430Z In the future `torch.meshgrid` will transition to 2025-07-24T04:20:35.7072540Z `indexing='xy'` as the default. 2025-07-24T04:20:35.7072590Z 2025-07-24T04:20:35.7072710Z https://github.com/pytorch/pytorch/issues/50276 tracks 2025-07-24T04:20:35.7072860Z this issue with the goal of migrating to NumPy's behavior. 2025-07-24T04:20:35.7072910Z 2025-07-24T04:20:35.7072970Z .. seealso:: 2025-07-24T04:20:35.7073030Z 2025-07-24T04:20:35.7073160Z :func:`torch.cartesian_prod` has the same effect but it 2025-07-24T04:20:35.7073250Z collects the data in a tensor of vectors. 2025-07-24T04:20:35.7073300Z 2025-07-24T04:20:35.7073350Z Args: 2025-07-24T04:20:35.7073530Z tensors (list of Tensor): list of scalars or 1 dimensional tensors. Scalars will be 2025-07-24T04:20:35.7073650Z treated as tensors of size :math:`(1,)` automatically 2025-07-24T04:20:35.7073690Z 2025-07-24T04:20:35.7073810Z indexing: (str, optional): the indexing mode, either "xy" 2025-07-24T04:20:35.7073930Z or "ij", defaults to "ij". See warning for future changes. 2025-07-24T04:20:35.7073980Z 2025-07-24T04:20:35.7074090Z If "xy" is selected, the first dimension corresponds 2025-07-24T04:20:35.7074190Z to the cardinality of the second input and the second 2025-07-24T04:20:35.7074310Z dimension corresponds to the cardinality of the first 2025-07-24T04:20:35.7074370Z input. 2025-07-24T04:20:35.7074420Z 2025-07-24T04:20:35.7074510Z If "ij" is selected, the dimensions are in the same 2025-07-24T04:20:35.7074600Z order as the cardinality of the inputs. 2025-07-24T04:20:35.7074650Z 2025-07-24T04:20:35.7074700Z Returns: 2025-07-24T04:20:35.7074810Z seq (sequence of Tensors): If the input has :math:`N` 2025-07-24T04:20:35.7074910Z tensors of size :math:`S_0 \ldots S_{N-1}``, then the 2025-07-24T04:20:35.7075030Z output will also have :math:`N` tensors, where each tensor 2025-07-24T04:20:35.7075110Z is of shape :math:`(S_0, ..., S_{N-1})`. 2025-07-24T04:20:35.7075150Z 2025-07-24T04:20:35.7075200Z Example:: 2025-07-24T04:20:35.7075240Z 2025-07-24T04:20:35.7075310Z >>> x = torch.tensor([1, 2, 3]) 2025-07-24T04:20:35.7075380Z >>> y = torch.tensor([4, 5, 6]) 2025-07-24T04:20:35.7075420Z 2025-07-24T04:20:35.7075550Z Observe the element-wise pairings across the grid, (1, 4), 2025-07-24T04:20:35.7075630Z (1, 5), ..., (3, 6). This is the same thing as the 2025-07-24T04:20:35.7075700Z cartesian product. 2025-07-24T04:20:35.7075800Z >>> grid_x, grid_y = torch.meshgrid(x, y, indexing='ij') 2025-07-24T04:20:35.7075850Z >>> grid_x 2025-07-24T04:20:35.7075910Z tensor([[1, 1, 1], 2025-07-24T04:20:35.7075960Z [2, 2, 2], 2025-07-24T04:20:35.7076010Z [3, 3, 3]]) 2025-07-24T04:20:35.7076060Z >>> grid_y 2025-07-24T04:20:35.7076110Z tensor([[4, 5, 6], 2025-07-24T04:20:35.7076160Z [4, 5, 6], 2025-07-24T04:20:35.7076220Z [4, 5, 6]]) 2025-07-24T04:20:35.7076260Z 2025-07-24T04:20:35.7076360Z This correspondence can be seen when these grids are 2025-07-24T04:20:35.7076470Z stacked properly. 2025-07-24T04:20:35.7076590Z >>> torch.equal(torch.cat(tuple(torch.dstack([grid_x, grid_y]))), 2025-07-24T04:20:35.7076670Z ... torch.cartesian_prod(x, y)) 2025-07-24T04:20:35.7076720Z True 2025-07-24T04:20:35.7076760Z 2025-07-24T04:20:35.7076870Z `torch.meshgrid` is commonly used to produce a grid for 2025-07-24T04:20:35.7076920Z plotting. 2025-07-24T04:20:35.7077050Z >>> # xdoctest: +REQUIRES(module:matplotlib) 2025-07-24T04:20:35.7077130Z >>> # xdoctest: +REQUIRES(env:DOCTEST_SHOW) 2025-07-24T04:20:35.7077260Z >>> import matplotlib.pyplot as plt 2025-07-24T04:20:35.7077340Z >>> xs = torch.linspace(-5, 5, steps=100) 2025-07-24T04:20:35.7077420Z >>> ys = torch.linspace(-5, 5, steps=100) 2025-07-24T04:20:35.7077560Z >>> x, y = torch.meshgrid(xs, ys, indexing='xy') 2025-07-24T04:20:35.7077640Z >>> z = torch.sin(torch.sqrt(x * x + y * y)) 2025-07-24T04:20:35.7077720Z >>> ax = plt.axes(projection='3d') 2025-07-24T04:20:35.7077810Z >>> ax.plot_surface(x.numpy(), y.numpy(), z.numpy()) 2025-07-24T04:20:35.7077870Z >>> plt.show() 2025-07-24T04:20:35.7077910Z 2025-07-24T04:20:35.7077980Z .. image:: ../_static/img/meshgrid.png 2025-07-24T04:20:35.7078030Z :width: 512 2025-07-24T04:20:35.7078080Z 2025-07-24T04:20:35.7078120Z 2025-07-24T04:20:35.7078270Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7078320Z 2025-07-24T04:20:35.7078370Z warnings.warn(msg) 2025-07-24T04:20:35.7078410Z 2025-07-24T04:20:35.7078510Z --- Parse Warning: 11 / 136 --- 2025-07-24T04:20:35.7079150Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_unique_impl in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/functional.py line=842. 2025-07-24T04:20:35.7079310Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7079540Z unique(input, sorted=True, return_inverse=False, return_counts=False, dim=None) -> tuple[Tensor, Tensor, Tensor] 2025-07-24T04:20:35.7079580Z 2025-07-24T04:20:35.7079680Z Returns the unique elements of the input tensor. 2025-07-24T04:20:35.7079720Z 2025-07-24T04:20:35.7079900Z .. note:: This function is different from :func:`torch.unique_consecutive` in the sense that 2025-07-24T04:20:35.7080030Z this function also eliminates non-consecutive duplicate values. 2025-07-24T04:20:35.7080070Z 2025-07-24T04:20:35.7080210Z .. note:: Currently in the CUDA implementation and the CPU implementation, 2025-07-24T04:20:35.7080390Z `torch.unique` always sort the tensor at the beginning regardless of the `sort` argument. 2025-07-24T04:20:35.7080560Z Sorting could be slow, so if your input tensor is already sorted, it is recommended to use 2025-07-24T04:20:35.7080680Z :func:`torch.unique_consecutive` which avoids the sorting. 2025-07-24T04:20:35.7080720Z 2025-07-24T04:20:35.7080760Z Args: 2025-07-24T04:20:35.7080840Z input (Tensor): the input tensor 2025-07-24T04:20:35.7080970Z sorted (bool): Whether to sort the unique elements in ascending order 2025-07-24T04:20:35.7081030Z before returning as output. 2025-07-24T04:20:35.7081170Z return_inverse (bool): Whether to also return the indices for where 2025-07-24T04:20:35.7081300Z elements in the original input ended up in the returned unique list. 2025-07-24T04:20:35.7081440Z return_counts (bool): Whether to also return the counts for each unique 2025-07-24T04:20:35.7081490Z element. 2025-07-24T04:20:35.7081660Z dim (int, optional): the dimension to operate upon. If ``None``, the 2025-07-24T04:20:35.7081790Z unique of the flattened input is returned. Otherwise, each of the 2025-07-24T04:20:35.7081910Z tensors indexed by the given dimension is treated as one of the 2025-07-24T04:20:35.7082040Z elements to apply the unique operation upon. See examples for more 2025-07-24T04:20:35.7082110Z details. Default: ``None`` 2025-07-24T04:20:35.7082170Z 2025-07-24T04:20:35.7082210Z Returns: 2025-07-24T04:20:35.7082390Z (Tensor, Tensor (optional), Tensor (optional)): A tensor or a tuple of tensors containing 2025-07-24T04:20:35.7082450Z 2025-07-24T04:20:35.7082580Z - **output** (*Tensor*): the output list of unique scalar elements. 2025-07-24T04:20:35.7082690Z - **inverse_indices** (*Tensor*): (optional) if 2025-07-24T04:20:35.7082800Z :attr:`return_inverse` is True, there will be an additional 2025-07-24T04:20:35.7082930Z returned tensor (same shape as input) representing the indices 2025-07-24T04:20:35.7083050Z for where elements in the original input map to in the output; 2025-07-24T04:20:35.7083170Z otherwise, this function will only return a single tensor. 2025-07-24T04:20:35.7083250Z - **counts** (*Tensor*): (optional) if 2025-07-24T04:20:35.7083360Z :attr:`return_counts` is True, there will be an additional 2025-07-24T04:20:35.7083480Z returned tensor (same shape as output or output.size(dim), 2025-07-24T04:20:35.7083600Z if dim was specified) representing the number of occurrences 2025-07-24T04:20:35.7083670Z for each unique value or tensor. 2025-07-24T04:20:35.7083710Z 2025-07-24T04:20:35.7083760Z Example:: 2025-07-24T04:20:35.7083800Z 2025-07-24T04:20:35.7083940Z >>> output = torch.unique(torch.tensor([1, 3, 2, 3], dtype=torch.long)) 2025-07-24T04:20:35.7083990Z >>> output 2025-07-24T04:20:35.7084040Z tensor([1, 2, 3]) 2025-07-24T04:20:35.7084080Z 2025-07-24T04:20:35.7084160Z >>> output, inverse_indices = torch.unique( 2025-07-24T04:20:35.7084300Z ... torch.tensor([1, 3, 2, 3], dtype=torch.long), sorted=True, return_inverse=True) 2025-07-24T04:20:35.7084350Z >>> output 2025-07-24T04:20:35.7084410Z tensor([1, 2, 3]) 2025-07-24T04:20:35.7084460Z >>> inverse_indices 2025-07-24T04:20:35.7084520Z tensor([0, 2, 1, 2]) 2025-07-24T04:20:35.7084560Z 2025-07-24T04:20:35.7084640Z >>> output, inverse_indices = torch.unique( 2025-07-24T04:20:35.7084790Z ... torch.tensor([[1, 3], [2, 3]], dtype=torch.long), sorted=True, return_inverse=True) 2025-07-24T04:20:35.7084830Z >>> output 2025-07-24T04:20:35.7084890Z tensor([1, 2, 3]) 2025-07-24T04:20:35.7084940Z >>> inverse_indices 2025-07-24T04:20:35.7084990Z tensor([[0, 2], 2025-07-24T04:20:35.7085040Z [1, 2]]) 2025-07-24T04:20:35.7085080Z 2025-07-24T04:20:35.7085140Z >>> a = torch.tensor([ 2025-07-24T04:20:35.7085180Z ... [ 2025-07-24T04:20:35.7085230Z ... [1, 1, 0, 0], 2025-07-24T04:20:35.7085290Z ... [1, 1, 0, 0], 2025-07-24T04:20:35.7085340Z ... [0, 0, 1, 1], 2025-07-24T04:20:35.7085390Z ... ], 2025-07-24T04:20:35.7085430Z ... [ 2025-07-24T04:20:35.7085480Z ... [0, 0, 1, 1], 2025-07-24T04:20:35.7085540Z ... [0, 0, 1, 1], 2025-07-24T04:20:35.7085590Z ... [1, 1, 1, 1], 2025-07-24T04:20:35.7085630Z ... ], 2025-07-24T04:20:35.7085680Z ... [ 2025-07-24T04:20:35.7085730Z ... [1, 1, 0, 0], 2025-07-24T04:20:35.7085840Z ... [1, 1, 0, 0], 2025-07-24T04:20:35.7085890Z ... [0, 0, 1, 1], 2025-07-24T04:20:35.7085940Z ... ], 2025-07-24T04:20:35.7085980Z ... ]) 2025-07-24T04:20:35.7086020Z 2025-07-24T04:20:35.7086150Z >>> # If we call `torch.unique(a, dim=0)`, each of the tensors `a[idx, :, :]` 2025-07-24T04:20:35.7086290Z >>> # will be compared. We can see that `a[0, :, :]` and `a[2, :, :]` match 2025-07-24T04:20:35.7086510Z >>> # each other, so one of them will be removed. 2025-07-24T04:20:35.7086580Z >>> (a[0, :, :] == a[2, :, :]).all() 2025-07-24T04:20:35.7086630Z tensor(True) 2025-07-24T04:20:35.7086740Z >>> a_unique_dim0 = torch.unique(a, dim=0) 2025-07-24T04:20:35.7086800Z >>> a_unique_dim0 2025-07-24T04:20:35.7086850Z tensor([[[0, 0, 1, 1], 2025-07-24T04:20:35.7086920Z [0, 0, 1, 1], 2025-07-24T04:20:35.7086970Z [1, 1, 1, 1]], 2025-07-24T04:20:35.7087030Z [[1, 1, 0, 0], 2025-07-24T04:20:35.7087070Z [1, 1, 0, 0], 2025-07-24T04:20:35.7087130Z [0, 0, 1, 1]]]) 2025-07-24T04:20:35.7087170Z 2025-07-24T04:20:35.7087310Z >>> # Notice which sub-tensors from `a` match with the sub-tensors from 2025-07-24T04:20:35.7087360Z >>> # `a_unique_dim0`: 2025-07-24T04:20:35.7087440Z >>> (a_unique_dim0[0, :, :] == a[1, :, :]).all() 2025-07-24T04:20:35.7087490Z tensor(True) 2025-07-24T04:20:35.7087570Z >>> (a_unique_dim0[1, :, :] == a[0, :, :]).all() 2025-07-24T04:20:35.7087620Z tensor(True) 2025-07-24T04:20:35.7087660Z 2025-07-24T04:20:35.7087790Z >>> # For `torch.unique(a, dim=1)`, each of the tensors `a[:, idx, :]` are 2025-07-24T04:20:35.7087910Z >>> # compared. `a[:, 0, :]` and `a[:, 1, :]` match each other, so one of 2025-07-24T04:20:35.7087970Z >>> # them will be removed. 2025-07-24T04:20:35.7088040Z >>> (a[:, 0, :] == a[:, 1, :]).all() 2025-07-24T04:20:35.7088090Z tensor(True) 2025-07-24T04:20:35.7088150Z >>> torch.unique(a, dim=1) 2025-07-24T04:20:35.7088200Z tensor([[[0, 0, 1, 1], 2025-07-24T04:20:35.7088250Z [1, 1, 0, 0]], 2025-07-24T04:20:35.7088300Z [[1, 1, 1, 1], 2025-07-24T04:20:35.7088350Z [0, 0, 1, 1]], 2025-07-24T04:20:35.7088400Z [[0, 0, 1, 1], 2025-07-24T04:20:35.7088460Z [1, 1, 0, 0]]]) 2025-07-24T04:20:35.7088500Z 2025-07-24T04:20:35.7088630Z >>> # For `torch.unique(a, dim=2)`, the tensors `a[:, :, idx]` are compared. 2025-07-24T04:20:35.7088730Z >>> # `a[:, :, 0]` and `a[:, :, 1]` match each other. Also, `a[:, :, 2]` and 2025-07-24T04:20:35.7088840Z >>> # `a[:, :, 3]` match each other as well. So in this case, two of the 2025-07-24T04:20:35.7088910Z >>> # sub-tensors will be removed. 2025-07-24T04:20:35.7088970Z >>> (a[:, :, 0] == a[:, :, 1]).all() 2025-07-24T04:20:35.7089020Z tensor(True) 2025-07-24T04:20:35.7089080Z >>> (a[:, :, 2] == a[:, :, 3]).all() 2025-07-24T04:20:35.7089130Z tensor(True) 2025-07-24T04:20:35.7089190Z >>> torch.unique(a, dim=2) 2025-07-24T04:20:35.7089240Z tensor([[[0, 1], 2025-07-24T04:20:35.7089290Z [0, 1], 2025-07-24T04:20:35.7089340Z [1, 0]], 2025-07-24T04:20:35.7089390Z [[1, 0], 2025-07-24T04:20:35.7089440Z [1, 0], 2025-07-24T04:20:35.7089490Z [1, 1]], 2025-07-24T04:20:35.7089530Z [[0, 1], 2025-07-24T04:20:35.7089580Z [0, 1], 2025-07-24T04:20:35.7089630Z [1, 0]]]) 2025-07-24T04:20:35.7089670Z 2025-07-24T04:20:35.7089830Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7089920Z 2025-07-24T04:20:35.7089980Z warnings.warn(msg) 2025-07-24T04:20:35.7090020Z 2025-07-24T04:20:35.7090120Z --- Parse Warning: 12 / 136 --- 2025-07-24T04:20:35.7090750Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/serialization.py line=1285. 2025-07-24T04:20:35.7090930Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7091170Z load(f, map_location=None, pickle_module=pickle, *, weights_only=True, mmap=None, **pickle_load_args) 2025-07-24T04:20:35.7091210Z 2025-07-24T04:20:35.7091330Z Loads an object saved with :func:`torch.save` from a file. 2025-07-24T04:20:35.7091380Z 2025-07-24T04:20:35.7091530Z :func:`torch.load` uses Python's unpickling facilities but treats storages, 2025-07-24T04:20:35.7091670Z which underlie tensors, specially. They are first deserialized on the 2025-07-24T04:20:35.7091810Z CPU and are then moved to the device they were saved from. If this fails 2025-07-24T04:20:35.7091950Z (e.g. because the run time system doesn't have certain devices), an exception 2025-07-24T04:20:35.7092100Z is raised. However, storages can be dynamically remapped to an alternative 2025-07-24T04:20:35.7092200Z set of devices using the :attr:`map_location` argument. 2025-07-24T04:20:35.7092240Z 2025-07-24T04:20:35.7092390Z If :attr:`map_location` is a callable, it will be called once for each serialized 2025-07-24T04:20:35.7092530Z storage with two arguments: storage and location. The storage argument 2025-07-24T04:20:35.7092670Z will be the initial deserialization of the storage, residing on the CPU. 2025-07-24T04:20:35.7092800Z Each serialized storage has a location tag associated with it which 2025-07-24T04:20:35.7092930Z identifies the device it was saved from, and this tag is the second 2025-07-24T04:20:35.7093090Z argument passed to :attr:`map_location`. The builtin location tags are ``'cpu'`` 2025-07-24T04:20:35.7093220Z for CPU tensors and ``'cuda:device_id'`` (e.g. ``'cuda:2'``) for CUDA tensors. 2025-07-24T04:20:35.7093350Z :attr:`map_location` should return either ``None`` or a storage. If 2025-07-24T04:20:35.7093500Z :attr:`map_location` returns a storage, it will be used as the final deserialized 2025-07-24T04:20:35.7093650Z object, already moved to the right device. Otherwise, :func:`torch.load` will 2025-07-24T04:20:35.7093800Z fall back to the default behavior, as if :attr:`map_location` wasn't specified. 2025-07-24T04:20:35.7093850Z 2025-07-24T04:20:35.7093990Z If :attr:`map_location` is a :class:`torch.device` object or a string containing 2025-07-24T04:20:35.7094130Z a device tag, it indicates the location where all tensors should be loaded. 2025-07-24T04:20:35.7094180Z 2025-07-24T04:20:35.7094340Z Otherwise, if :attr:`map_location` is a dict, it will be used to remap location tags 2025-07-24T04:20:35.7094470Z appearing in the file (keys), to ones that specify where to put the 2025-07-24T04:20:35.7094520Z storages (values). 2025-07-24T04:20:35.7094570Z 2025-07-24T04:20:35.7094700Z User extensions can register their own location tags and tagging and 2025-07-24T04:20:35.7094860Z deserialization methods using :func:`torch.serialization.register_package`. 2025-07-24T04:20:35.7094900Z 2025-07-24T04:20:35.7095060Z See :ref:`layout-control` for more advanced tools to manipulate a checkpoint. 2025-07-24T04:20:35.7095100Z 2025-07-24T04:20:35.7095140Z Args: 2025-07-24T04:20:35.7095340Z f: a file-like object (has to implement :meth:`read`, :meth:`readline`, :meth:`tell`, and :meth:`seek`), 2025-07-24T04:20:35.7095500Z or a string or os.PathLike object containing a file name 2025-07-24T04:20:35.7095700Z map_location: a function, :class:`torch.device`, string or a dict specifying how to remap storage 2025-07-24T04:20:35.7095750Z locations 2025-07-24T04:20:35.7095890Z pickle_module: module used for unpickling metadata and objects (has to 2025-07-24T04:20:35.7096000Z match the :attr:`pickle_module` used to serialize file) 2025-07-24T04:20:35.7096160Z weights_only: Indicates whether unpickler should be restricted to 2025-07-24T04:20:35.7096270Z loading only tensors, primitive types, dictionaries 2025-07-24T04:20:35.7096470Z and any types added via :func:`torch.serialization.add_safe_globals`. 2025-07-24T04:20:35.7096560Z See :ref:`weights-only` for more details. 2025-07-24T04:20:35.7096810Z mmap: Indicates whether the file should be mapped rather than loading all the storages into memory. 2025-07-24T04:20:35.7107610Z Typically, tensor storages in the file will first be moved from disk to CPU memory, after which they 2025-07-24T04:20:35.7107890Z are moved to the location that they were tagged with when saving, or specified by ``map_location``. This 2025-07-24T04:20:35.7108090Z second step is a no-op if the final location is CPU. When the ``mmap`` flag is set, instead of copying the 2025-07-24T04:20:35.7108300Z tensor storages from disk to CPU memory in the first step, ``f`` is mapped, which means tensor storages 2025-07-24T04:20:35.7108400Z will be lazily loaded when their data is accessed. 2025-07-24T04:20:35.7108550Z pickle_load_args: (Python 3 only) optional keyword arguments passed over to 2025-07-24T04:20:35.7108690Z :func:`pickle_module.load` and :func:`pickle_module.Unpickler`, e.g., 2025-07-24T04:20:35.7108750Z :attr:`errors=...`. 2025-07-24T04:20:35.7108790Z 2025-07-24T04:20:35.7108870Z .. warning:: 2025-07-24T04:20:35.7109000Z :func:`torch.load()` unless `weights_only` parameter is set to `True`, 2025-07-24T04:20:35.7109120Z uses ``pickle`` module implicitly, which is known to be insecure. 2025-07-24T04:20:35.7109290Z It is possible to construct malicious pickle data which will execute arbitrary code 2025-07-24T04:20:35.7109440Z during unpickling. Never load data that could have come from an untrusted 2025-07-24T04:20:35.7109620Z source in an unsafe mode, or that could have been tampered with. **Only load data you trust**. 2025-07-24T04:20:35.7109660Z 2025-07-24T04:20:35.7109700Z .. note:: 2025-07-24T04:20:35.7109860Z When you call :func:`torch.load()` on a file which contains GPU tensors, those tensors 2025-07-24T04:20:35.7110020Z will be loaded to GPU by default. You can call ``torch.load(.., map_location='cpu')`` 2025-07-24T04:20:35.7110180Z and then :meth:`load_state_dict` to avoid GPU RAM surge when loading a model checkpoint. 2025-07-24T04:20:35.7110220Z 2025-07-24T04:20:35.7110270Z .. note:: 2025-07-24T04:20:35.7110420Z By default, we decode byte strings as ``utf-8``. This is to avoid a common error 2025-07-24T04:20:35.7110550Z case ``UnicodeDecodeError: 'ascii' codec can't decode byte 0x...`` 2025-07-24T04:20:35.7110680Z when loading files saved by Python 2 in Python 3. If this default 2025-07-24T04:20:35.7110830Z is incorrect, you may use an extra :attr:`encoding` keyword argument to specify how 2025-07-24T04:20:35.7110980Z these objects should be loaded, e.g., :attr:`encoding='latin1'` decodes them 2025-07-24T04:20:35.7111120Z to strings using ``latin1`` encoding, and :attr:`encoding='bytes'` keeps them 2025-07-24T04:20:35.7111270Z as byte arrays which can be decoded later with ``byte_array.decode(...)``. 2025-07-24T04:20:35.7111410Z 2025-07-24T04:20:35.7111450Z Example: 2025-07-24T04:20:35.7111530Z >>> # xdoctest: +SKIP("undefined filepaths") 2025-07-24T04:20:35.7111620Z >>> torch.load("tensors.pt", weights_only=True) 2025-07-24T04:20:35.7111690Z # Load all tensors onto the CPU 2025-07-24T04:20:35.7111740Z >>> torch.load( 2025-07-24T04:20:35.7111800Z ... "tensors.pt", 2025-07-24T04:20:35.7111870Z ... map_location=torch.device("cpu"), 2025-07-24T04:20:35.7111980Z ... weights_only=True, 2025-07-24T04:20:35.7112020Z ... ) 2025-07-24T04:20:35.7112110Z # Load all tensors onto the CPU, using a function 2025-07-24T04:20:35.7112220Z >>> torch.load( 2025-07-24T04:20:35.7112280Z ... "tensors.pt", 2025-07-24T04:20:35.7112360Z ... map_location=lambda storage, loc: storage, 2025-07-24T04:20:35.7112470Z ... weights_only=True, 2025-07-24T04:20:35.7112510Z ... ) 2025-07-24T04:20:35.7112580Z # Load all tensors onto GPU 1 2025-07-24T04:20:35.7112630Z >>> torch.load( 2025-07-24T04:20:35.7112680Z ... "tensors.pt", 2025-07-24T04:20:35.7112780Z ... map_location=lambda storage, loc: storage.cuda(1), 2025-07-24T04:20:35.7112830Z ... weights_only=True, 2025-07-24T04:20:35.7112900Z ... ) # type: ignore[attr-defined] 2025-07-24T04:20:35.7112970Z # Map tensors from GPU 1 to GPU 0 2025-07-24T04:20:35.7113020Z >>> torch.load( 2025-07-24T04:20:35.7113070Z ... "tensors.pt", 2025-07-24T04:20:35.7113150Z ... map_location={"cuda:1": "cuda:0"}, 2025-07-24T04:20:35.7113200Z ... weights_only=True, 2025-07-24T04:20:35.7113250Z ... ) 2025-07-24T04:20:35.7113320Z # Load tensor from io.BytesIO object 2025-07-24T04:20:35.7113480Z # Loading from a buffer setting weights_only=False, warning this can be unsafe 2025-07-24T04:20:35.7113550Z >>> with open("tensor.pt", "rb") as f: 2025-07-24T04:20:35.7113620Z ... buffer = io.BytesIO(f.read()) 2025-07-24T04:20:35.7113690Z >>> torch.load(buffer, weights_only=False) 2025-07-24T04:20:35.7113790Z # Load a module with 'ascii' encoding for unpickling 2025-07-24T04:20:35.7113940Z # Loading from a module setting weights_only=False, warning this can be unsafe 2025-07-24T04:20:35.7114060Z >>> torch.load("module.pt", encoding="ascii", weights_only=False) 2025-07-24T04:20:35.7114110Z 2025-07-24T04:20:35.7114260Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7114300Z 2025-07-24T04:20:35.7114350Z warnings.warn(msg) 2025-07-24T04:20:35.7114390Z 2025-07-24T04:20:35.7114560Z --- Parse Warning: 13 / 136 --- 2025-07-24T04:20:35.7115230Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Future.then in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/futures/__init__.py line=101. 2025-07-24T04:20:35.7115380Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7115430Z 2025-07-24T04:20:35.7115560Z Append the given callback function to this ``Future``, which will be run 2025-07-24T04:20:35.7115690Z when the ``Future`` is completed. Multiple callbacks can be added to 2025-07-24T04:20:35.7115820Z the same ``Future``, but the order in which they will be executed cannot 2025-07-24T04:20:35.7115930Z be guaranteed (to enforce a certain order consider chaining: 2025-07-24T04:20:35.7116050Z ``fut.then(cb1).then(cb2)``). The callback must take one argument, which 2025-07-24T04:20:35.7116180Z is the reference to this ``Future``. The callback function can use the 2025-07-24T04:20:35.7116310Z :meth:`value` method to get the value. Note that if this ``Future`` is 2025-07-24T04:20:35.7116480Z already completed, the given callback will be run immediately inline. 2025-07-24T04:20:35.7116520Z 2025-07-24T04:20:35.7116640Z If the ``Future``'s value contains tensors that reside on GPUs, the 2025-07-24T04:20:35.7116780Z callback might be invoked while the async kernels that are populating 2025-07-24T04:20:35.7116910Z those tensors haven't yet finished executing on the device. However, the 2025-07-24T04:20:35.7117070Z callback will be invoked with some dedicated streams set as current 2025-07-24T04:20:35.7117200Z (fetched from a global pool) which will be synchronized with those 2025-07-24T04:20:35.7117350Z kernels. Hence any operation performed by the callback on these tensors 2025-07-24T04:20:35.7117480Z will be scheduled on the device after the kernels complete. In other 2025-07-24T04:20:35.7117630Z words, as long as the callback doesn't switch streams, it can safely 2025-07-24T04:20:35.7117770Z manipulate the result without any additional synchronization. This is 2025-07-24T04:20:35.7117870Z similar to the non-blocking behavior of :meth:`wait`. 2025-07-24T04:20:35.7117910Z 2025-07-24T04:20:35.7118040Z Similarly, if the callback returns a value that contains tensors that 2025-07-24T04:20:35.7118150Z reside on a GPU, it can do so even if the kernels that are producing 2025-07-24T04:20:35.7118290Z these tensors are still running on the device, as long as the callback 2025-07-24T04:20:35.7118410Z didn't change streams during its execution. If one wants to change 2025-07-24T04:20:35.7118540Z streams, one must be careful to re-synchronize them with the original 2025-07-24T04:20:35.7118670Z streams, that is, those that were current when the callback was invoked. 2025-07-24T04:20:35.7118720Z 2025-07-24T04:20:35.7118760Z Args: 2025-07-24T04:20:35.7118890Z callback(``Callable``): a ``Callable`` that takes this ``Future`` as 2025-07-24T04:20:35.7118960Z the only argument. 2025-07-24T04:20:35.7119000Z 2025-07-24T04:20:35.7119040Z Returns: 2025-07-24T04:20:35.7119150Z A new ``Future`` object that holds the return value of the 2025-07-24T04:20:35.7119260Z ``callback`` and will be marked as completed when the given 2025-07-24T04:20:35.7119310Z ``callback`` finishes. 2025-07-24T04:20:35.7119360Z 2025-07-24T04:20:35.7119470Z .. note:: Note that if the callback function throws, either 2025-07-24T04:20:35.7119600Z through the original future being completed with an exception and 2025-07-24T04:20:35.7119710Z calling ``fut.wait()``, or through other code in the callback, the 2025-07-24T04:20:35.7119840Z future returned by ``then`` will be marked appropriately with the 2025-07-24T04:20:35.7119960Z encountered error. However, if this callback later completes 2025-07-24T04:20:35.7120090Z additional futures, those futures are not marked as completed with 2025-07-24T04:20:35.7120220Z an error and the user is responsible for handling completion/waiting 2025-07-24T04:20:35.7120280Z on those futures independently. 2025-07-24T04:20:35.7120320Z 2025-07-24T04:20:35.7120370Z Example:: 2025-07-24T04:20:35.7120410Z 2025-07-24T04:20:35.7120500Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_FUTURES) 2025-07-24T04:20:35.7120560Z >>> def callback(fut): 2025-07-24T04:20:35.7120650Z ... print(f"RPC return value is {fut.wait()}.") 2025-07-24T04:20:35.7120710Z >>> fut = torch.futures.Future() 2025-07-24T04:20:35.7120820Z >>> # The inserted callback will print the return value when 2025-07-24T04:20:35.7120900Z >>> # receiving the response from "worker1" 2025-07-24T04:20:35.7120960Z >>> cb_fut = fut.then(callback) 2025-07-24T04:20:35.7121020Z >>> chain_cb_fut = cb_fut.then( 2025-07-24T04:20:35.7121110Z ... lambda x : print(f"Chained cb done. {x.wait()}") 2025-07-24T04:20:35.7121190Z ... ) 2025-07-24T04:20:35.7121250Z >>> fut.set_result(5) 2025-07-24T04:20:35.7121300Z RPC return value is 5. 2025-07-24T04:20:35.7121360Z Chained cb done. None 2025-07-24T04:20:35.7121400Z 2025-07-24T04:20:35.7121550Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7121590Z 2025-07-24T04:20:35.7121640Z warnings.warn(msg) 2025-07-24T04:20:35.7121700Z 2025-07-24T04:20:35.7121810Z --- Parse Warning: 14 / 136 --- 2025-07-24T04:20:35.7122520Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Future.set_result in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/futures/__init__.py line=211. 2025-07-24T04:20:35.7122700Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7122740Z 2025-07-24T04:20:35.7122870Z Set the result for this ``Future``, which will mark this ``Future`` as 2025-07-24T04:20:35.7123000Z completed and trigger all attached callbacks. Note that a ``Future`` 2025-07-24T04:20:35.7123060Z cannot be marked completed twice. 2025-07-24T04:20:35.7123100Z 2025-07-24T04:20:35.7123240Z If the result contains tensors that reside on GPUs, this method can be 2025-07-24T04:20:35.7123360Z called even if the asynchronous kernels that are populating those 2025-07-24T04:20:35.7123490Z tensors haven't yet completed running on the device, provided that the 2025-07-24T04:20:35.7123630Z streams on which those kernels were enqueued are set as the current ones 2025-07-24T04:20:35.7123750Z when this method is called. Put simply, it's safe to call this method 2025-07-24T04:20:35.7123880Z immediately after launching those kernels, without any additional 2025-07-24T04:20:35.7124020Z synchronization, as long as one doesn't change streams in between. This 2025-07-24T04:20:35.7124160Z method will record events on all the relevant current streams and will 2025-07-24T04:20:35.7124280Z use them to ensure proper scheduling for all the consumers of this 2025-07-24T04:20:35.7124320Z ``Future``. 2025-07-24T04:20:35.7124360Z 2025-07-24T04:20:35.7124400Z Args: 2025-07-24T04:20:35.7124500Z result (object): the result object of this ``Future``. 2025-07-24T04:20:35.7124550Z 2025-07-24T04:20:35.7124590Z Example:: 2025-07-24T04:20:35.7124640Z 2025-07-24T04:20:35.7124730Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_FUTURES) 2025-07-24T04:20:35.7124780Z >>> import threading 2025-07-24T04:20:35.7124830Z >>> import time 2025-07-24T04:20:35.7124900Z >>> def slow_set_future(fut, value): 2025-07-24T04:20:35.7124950Z ... time.sleep(0.5) 2025-07-24T04:20:35.7125010Z ... fut.set_result(value) 2025-07-24T04:20:35.7125070Z >>> fut = torch.futures.Future() 2025-07-24T04:20:35.7125130Z >>> t = threading.Thread( 2025-07-24T04:20:35.7125190Z ... target=slow_set_future, 2025-07-24T04:20:35.7125260Z ... args=(fut, torch.ones(2) * 3) 2025-07-24T04:20:35.7125300Z ... ) 2025-07-24T04:20:35.7125340Z >>> t.start() 2025-07-24T04:20:35.7125400Z >>> print(fut.wait()) 2025-07-24T04:20:35.7125440Z tensor([3., 3.]) 2025-07-24T04:20:35.7125490Z >>> t.join() 2025-07-24T04:20:35.7125530Z 2025-07-24T04:20:35.7125680Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7125720Z 2025-07-24T04:20:35.7125770Z warnings.warn(msg) 2025-07-24T04:20:35.7125820Z 2025-07-24T04:20:35.7125920Z --- Parse Warning: 15 / 136 --- 2025-07-24T04:20:35.7126570Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=compile_shader in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/mps/__init__.py line=145. 2025-07-24T04:20:35.7126780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7126910Z Compiles compute shader from source and allows one to invoke kernels 2025-07-24T04:20:35.7127000Z defined there from the comfort of Python runtime 2025-07-24T04:20:35.7127050Z Example:: 2025-07-24T04:20:35.7127090Z 2025-07-24T04:20:35.7127200Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_MPS) 2025-07-24T04:20:35.7127270Z >>> lib = torch.mps.compile_shader( 2025-07-24T04:20:35.7127520Z ... "kernel void full(device float* out, constant float& val, uint idx [[thread_position_in_grid]]) { out[idx] = val; }" 2025-07-24T04:20:35.7127570Z ... ) 2025-07-24T04:20:35.7127640Z >>> x = torch.zeros(16, device="mps") 2025-07-24T04:20:35.7127730Z >>> lib.full(x, 3.14) 2025-07-24T04:20:35.7127780Z 2025-07-24T04:20:35.7127930Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7127980Z 2025-07-24T04:20:35.7128030Z warnings.warn(msg) 2025-07-24T04:20:35.7128070Z 2025-07-24T04:20:35.7128170Z --- Parse Warning: 16 / 136 --- 2025-07-24T04:20:35.7128880Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=compute_required_storage_length in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_prims_common/__init__.py line=1848. 2025-07-24T04:20:35.7129040Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7129170Z Computes the minimum storage size to hold the given tensor geometry. 2025-07-24T04:20:35.7129210Z 2025-07-24T04:20:35.7129260Z Example 2025-07-24T04:20:35.7129300Z ======= 2025-07-24T04:20:35.7129340Z 2025-07-24T04:20:35.7129480Z This is the size of a newly allocated tensor's storage, in units of elements 2025-07-24T04:20:35.7129520Z 2025-07-24T04:20:35.7129580Z >>> t = torch.empty((10, 20)) 2025-07-24T04:20:35.7129720Z >>> compute_required_storage_length(t.shape, t.stride(), t.storage_offset()) 2025-07-24T04:20:35.7129760Z 200 2025-07-24T04:20:35.7129810Z 2025-07-24T04:20:35.7129860Z >>> # xdoctest: +SKIP(failing) 2025-07-24T04:20:35.7129950Z >>> t2 = torch.empty_strided((1, 2, 3), (5, 7, 11)) 2025-07-24T04:20:35.7130030Z >>> size = compute_required_storage_length( 2025-07-24T04:20:35.7130110Z ... t2.shape, t2.stride(), t2.storage_offset() 2025-07-24T04:20:35.7130150Z ... ) 2025-07-24T04:20:35.7130210Z >>> size == t.storage().size() 2025-07-24T04:20:35.7130250Z True 2025-07-24T04:20:35.7130290Z 2025-07-24T04:20:35.7130420Z A valid tensor may have a larger storage size, but never smaller 2025-07-24T04:20:35.7130460Z 2025-07-24T04:20:35.7130520Z >>> slice = torch.empty(100)[20:40] 2025-07-24T04:20:35.7130580Z >>> slice.storage().size() 2025-07-24T04:20:35.7130620Z 100 2025-07-24T04:20:35.7130660Z 2025-07-24T04:20:35.7130730Z >>> compute_required_storage_length( 2025-07-24T04:20:35.7130830Z ... slice.shape, slice.stride(), slice.storage_offset() 2025-07-24T04:20:35.7130880Z ... ) 2025-07-24T04:20:35.7130920Z 40 2025-07-24T04:20:35.7130960Z 2025-07-24T04:20:35.7131000Z 2025-07-24T04:20:35.7131150Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7131200Z 2025-07-24T04:20:35.7131250Z warnings.warn(msg) 2025-07-24T04:20:35.7131290Z 2025-07-24T04:20:35.7131390Z --- Parse Warning: 17 / 136 --- 2025-07-24T04:20:35.7132020Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=cudart in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/cuda/__init__.py line=434. 2025-07-24T04:20:35.7132210Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:35.7132280Z Retrieves the CUDA runtime API module. 2025-07-24T04:20:35.7132320Z 2025-07-24T04:20:35.7132360Z 2025-07-24T04:20:35.7132510Z This function initializes the CUDA runtime environment if it is not already 2025-07-24T04:20:35.7132700Z initialized and returns the CUDA runtime API module (_cudart). The CUDA 2025-07-24T04:20:35.7132850Z runtime API module provides access to various CUDA runtime functions. 2025-07-24T04:20:35.7132900Z 2025-07-24T04:20:35.7132940Z Args: 2025-07-24T04:20:35.7132980Z ``None`` 2025-07-24T04:20:35.7133030Z 2025-07-24T04:20:35.7133090Z Returns: 2025-07-24T04:20:35.7133190Z module: The CUDA runtime API module (_cudart). 2025-07-24T04:20:35.7133230Z 2025-07-24T04:20:35.7133280Z Raises: 2025-07-24T04:20:35.7133420Z RuntimeError: If CUDA cannot be re-initialized in a forked subprocess. 2025-07-24T04:20:35.7133650Z AssertionError: If PyTorch is not compiled with CUDA support or if libcudart functions are unavailable. 2025-07-24T04:20:35.7133690Z 2025-07-24T04:20:35.7133770Z Example of CUDA operations with profiling: 2025-07-24T04:20:35.7133830Z >>> import torch 2025-07-24T04:20:35.7133910Z >>> from torch.cuda import cudart, check_error 2025-07-24T04:20:35.7133960Z >>> import os 2025-07-24T04:20:35.7134010Z >>> 2025-07-24T04:20:35.7134090Z >>> os.environ["CUDA_PROFILE"] = "1" 2025-07-24T04:20:35.7134130Z >>> 2025-07-24T04:20:35.7134220Z >>> def perform_cuda_operations_with_streams(): 2025-07-24T04:20:35.7134290Z >>> stream = torch.cuda.Stream() 2025-07-24T04:20:35.7134370Z >>> with torch.cuda.stream(stream): 2025-07-24T04:20:35.7134450Z >>> x = torch.randn(100, 100, device='cuda') 2025-07-24T04:20:35.7134530Z >>> y = torch.randn(100, 100, device='cuda') 2025-07-24T04:20:35.7134590Z >>> z = torch.mul(x, y) 2025-07-24T04:20:35.7134640Z >>> return z 2025-07-24T04:20:35.7134690Z >>> 2025-07-24T04:20:35.7134750Z >>> torch.cuda.synchronize() 2025-07-24T04:20:35.7134830Z >>> print("====== Start nsys profiling ======") 2025-07-24T04:20:35.7134920Z >>> check_error(cudart().cudaProfilerStart()) 2025-07-24T04:20:35.7135010Z >>> with torch.autograd.profiler.emit_nvtx(): 2025-07-24T04:20:35.7135100Z >>> result = perform_cuda_operations_with_streams() 2025-07-24T04:20:35.7135180Z >>> print("CUDA operations completed.") 2025-07-24T04:20:35.7135280Z >>> check_error(torch.cuda.cudart().cudaProfilerStop()) 2025-07-24T04:20:35.7135370Z >>> print("====== End nsys profiling ======") 2025-07-24T04:20:35.7135410Z 2025-07-24T04:20:35.7135530Z To run this example and save the profiling information, execute: 2025-07-24T04:20:35.7135750Z >>> $ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py 2025-07-24T04:20:35.7135790Z 2025-07-24T04:20:35.7135940Z This command profiles the CUDA operations in the provided script and saves 2025-07-24T04:20:35.7136060Z the profiling information to a file named `trace_name.prof`. 2025-07-24T04:20:35.7136210Z The `--profile-from-start off` option ensures that profiling starts only 2025-07-24T04:20:35.7136300Z after the `cudaProfilerStart` call in the script. 2025-07-24T04:20:35.7136440Z The `--csv` and `--print-summary` options format the profiling output as a 2025-07-24T04:20:35.7136520Z CSV file and print a summary, respectively. 2025-07-24T04:20:35.7136700Z The `-o` option specifies the output file name, and the `-f` option forces the 2025-07-24T04:20:35.7136800Z overwrite of the output file if it already exists. 2025-07-24T04:20:35.7136840Z 2025-07-24T04:20:35.7137230Z Original Error: SyntaxError('invalid syntax', ('', 1, 1, '$ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py\n', 1, 2)) 2025-07-24T04:20:35.7137320Z 2025-07-24T04:20:35.7137530Z $ nvprof --profile-from-start off --csv --print-summary -o trace_name.prof -f -- python cudart_test.py 2025-07-24T04:20:35.7137570Z ^ 2025-07-24T04:20:35.7137620Z warnings.warn(msg) 2025-07-24T04:20:35.7137680Z 2025-07-24T04:20:35.7137790Z --- Parse Warning: 18 / 136 --- 2025-07-24T04:20:35.7138480Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=is_available in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/accelerator/__init__.py line=48. 2025-07-24T04:20:35.7138640Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:35.7138790Z Check if the current accelerator is available at runtime: it was build, all the 2025-07-24T04:20:35.7138920Z required drivers are available and at least one device is visible. 2025-07-24T04:20:35.7139050Z See :ref:`accelerator` for details. 2025-07-24T04:20:35.7139080Z 2025-07-24T04:20:35.7139130Z Returns: 2025-07-24T04:20:35.7139300Z bool: A boolean indicating if there is an available :ref:`accelerator`. 2025-07-24T04:20:35.7139340Z 2025-07-24T04:20:35.7139490Z .. note:: This API delegates to the device-specific version of `is_available`. 2025-07-24T04:20:35.7139660Z On CUDA, when the environment variable ``PYTORCH_NVML_BASED_CUDA_CHECK=1`` is set, 2025-07-24T04:20:35.7139880Z this function will NOT poison fork. Otherwise, it will. For more details, see 2025-07-24T04:20:35.7139980Z :ref:`multiprocessing-poison-fork-note`. 2025-07-24T04:20:35.7140020Z 2025-07-24T04:20:35.7140070Z Example:: 2025-07-24T04:20:35.7140110Z 2025-07-24T04:20:35.7140280Z >>> assert torch.accelerator.is_available() "No available accelerators detected." 2025-07-24T04:20:35.7140330Z 2025-07-24T04:20:35.7140660Z Original Error: SyntaxError('invalid syntax', ('', 1, 41, 'assert torch.accelerator.is_available() "No available accelerators detected."\n', 1, 78)) 2025-07-24T04:20:35.7140700Z 2025-07-24T04:20:35.7140860Z assert torch.accelerator.is_available() "No available accelerators detected." 2025-07-24T04:20:35.7140930Z ^ 2025-07-24T04:20:35.7140980Z warnings.warn(msg) 2025-07-24T04:20:35.7141020Z 2025-07-24T04:20:35.7141120Z --- Parse Warning: 19 / 136 --- 2025-07-24T04:20:35.7141780Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=synchronize in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/accelerator/__init__.py line=194. 2025-07-24T04:20:35.7141930Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:35.7142090Z Wait for all kernels in all streams on the given device to complete. 2025-07-24T04:20:35.7142130Z 2025-07-24T04:20:35.7142170Z Args: 2025-07-24T04:20:35.7142360Z device (:class:`torch.device`, str, int, optional): device for which to synchronize. It must match 2025-07-24T04:20:35.7142500Z the current :ref:`accelerator` device type. If not given, 2025-07-24T04:20:35.7142630Z use :func:`torch.accelerator.current_device_index` by default. 2025-07-24T04:20:35.7142740Z 2025-07-24T04:20:35.7142930Z .. note:: This function is a no-op if the current :ref:`accelerator` is not initialized. 2025-07-24T04:20:35.7142970Z 2025-07-24T04:20:35.7143010Z Example:: 2025-07-24T04:20:35.7143050Z 2025-07-24T04:20:35.7143140Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:35.7143300Z >>> assert torch.accelerator.is_available() "No available accelerators detected." 2025-07-24T04:20:35.7143420Z >>> start_event = torch.Event(enable_timing=True) 2025-07-24T04:20:35.7143500Z >>> end_event = torch.Event(enable_timing=True) 2025-07-24T04:20:35.7143570Z >>> start_event.record() 2025-07-24T04:20:35.7143760Z >>> tensor = torch.randn(100, device=torch.accelerator.current_accelerator()) 2025-07-24T04:20:35.7143830Z >>> sum = torch.sum(tensor) 2025-07-24T04:20:35.7143900Z >>> end_event.record() 2025-07-24T04:20:35.7143980Z >>> torch.accelerator.synchronize() 2025-07-24T04:20:35.7144090Z >>> elapsed_time_ms = start_event.elapsed_time(end_event) 2025-07-24T04:20:35.7144130Z 2025-07-24T04:20:35.7144460Z Original Error: SyntaxError('invalid syntax', ('', 2, 41, 'assert torch.accelerator.is_available() "No available accelerators detected."\n', 2, 78)) 2025-07-24T04:20:35.7144500Z 2025-07-24T04:20:35.7144660Z assert torch.accelerator.is_available() "No available accelerators detected." 2025-07-24T04:20:35.7144720Z ^ 2025-07-24T04:20:35.7144770Z warnings.warn(msg) 2025-07-24T04:20:35.7144810Z 2025-07-24T04:20:35.7144920Z --- Parse Warning: 20 / 136 --- 2025-07-24T04:20:35.7145540Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=sum in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/sparse/__init__.py line=202. 2025-07-24T04:20:35.7145700Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7145790Z Return the sum of each row of the given sparse tensor. 2025-07-24T04:20:35.7145840Z 2025-07-24T04:20:35.7145970Z Returns the sum of each row of the sparse tensor :attr:`input` in the given 2025-07-24T04:20:35.7146100Z dimensions :attr:`dim`. If :attr:`dim` is a list of dimensions, 2025-07-24T04:20:35.7146230Z reduce over all of them. When sum over all ``sparse_dim``, this method 2025-07-24T04:20:35.7146320Z returns a dense tensor instead of a sparse tensor. 2025-07-24T04:20:35.7146360Z 2025-07-24T04:20:35.7146530Z All summed :attr:`dim` are squeezed (see :func:`torch.squeeze`), resulting an output 2025-07-24T04:20:35.7146650Z tensor having :attr:`dim` fewer dimensions than :attr:`input`. 2025-07-24T04:20:35.7146690Z 2025-07-24T04:20:35.7146830Z During backward, only gradients at ``nnz`` locations of :attr:`input` 2025-07-24T04:20:35.7146980Z will propagate back. Note that the gradients of :attr:`input` is coalesced. 2025-07-24T04:20:35.7147020Z 2025-07-24T04:20:35.7147060Z Args: 2025-07-24T04:20:35.7147140Z input (Tensor): the input sparse tensor 2025-07-24T04:20:35.7147300Z dim (int or tuple of ints): a dimension or a list of dimensions to reduce. Default: reduce 2025-07-24T04:20:35.7147360Z over all dims. 2025-07-24T04:20:35.7147520Z dtype (:class:`torch.dtype`, optional): the desired data type of returned Tensor. 2025-07-24T04:20:35.7147590Z Default: dtype of :attr:`input`. 2025-07-24T04:20:35.7147630Z 2025-07-24T04:20:35.7147680Z Example:: 2025-07-24T04:20:35.7147710Z 2025-07-24T04:20:35.7147760Z >>> nnz = 3 2025-07-24T04:20:35.7147820Z >>> dims = [5, 5, 2, 3] 2025-07-24T04:20:35.7147920Z >>> I = torch.cat([torch.randint(0, dims[0], size=(nnz,)), 2025-07-24T04:20:35.7148070Z torch.randint(0, dims[1], size=(nnz,))], 0).reshape(2, nnz) 2025-07-24T04:20:35.7148150Z >>> V = torch.randn(nnz, dims[2], dims[3]) 2025-07-24T04:20:35.7148210Z >>> size = torch.Size(dims) 2025-07-24T04:20:35.7148300Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-07-24T04:20:35.7148380Z >>> S = torch.sparse_coo_tensor(I, V, size) 2025-07-24T04:20:35.7148440Z >>> S 2025-07-24T04:20:35.7148510Z tensor(indices=tensor([[2, 0, 3], 2025-07-24T04:20:35.7148570Z [2, 4, 1]]), 2025-07-24T04:20:35.7148680Z values=tensor([[[-0.6438, -1.6467, 1.4004], 2025-07-24T04:20:35.7148750Z [ 0.3411, 0.0918, -0.2312]], 2025-07-24T04:20:35.7148800Z 2025-07-24T04:20:35.7148900Z [[ 0.5348, 0.0634, -2.0494], 2025-07-24T04:20:35.7148980Z [-0.7125, -1.0646, 2.1844]], 2025-07-24T04:20:35.7149020Z 2025-07-24T04:20:35.7149090Z [[ 0.1276, 0.1874, -0.6334], 2025-07-24T04:20:35.7149160Z [-1.9682, -0.5340, 0.7483]]]), 2025-07-24T04:20:35.7149260Z size=(5, 5, 2, 3), nnz=3, layout=torch.sparse_coo) 2025-07-24T04:20:35.7149300Z 2025-07-24T04:20:35.7149420Z # when sum over only part of sparse_dims, return a sparse tensor 2025-07-24T04:20:35.7149490Z >>> torch.sparse.sum(S, [1, 3]) 2025-07-24T04:20:35.7149550Z tensor(indices=tensor([[0, 2, 3]]), 2025-07-24T04:20:35.7149630Z values=tensor([[-1.4512, 0.4073], 2025-07-24T04:20:35.7149690Z [-0.8901, 0.2017], 2025-07-24T04:20:35.7149760Z [-0.3183, -1.7539]]), 2025-07-24T04:20:35.7149840Z size=(5, 2), nnz=3, layout=torch.sparse_coo) 2025-07-24T04:20:35.7149890Z 2025-07-24T04:20:35.7149980Z # when sum over all sparse dim, return a dense tensor 2025-07-24T04:20:35.7150050Z # with summed dims squeezed 2025-07-24T04:20:35.7150110Z >>> torch.sparse.sum(S, [0, 1, 3]) 2025-07-24T04:20:35.7150170Z tensor([-2.6596, -1.1450]) 2025-07-24T04:20:35.7150210Z 2025-07-24T04:20:35.7150360Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7150400Z 2025-07-24T04:20:35.7150460Z warnings.warn(msg) 2025-07-24T04:20:35.7150500Z 2025-07-24T04:20:35.7150600Z --- Parse Warning: 21 / 136 --- 2025-07-24T04:20:35.7151230Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=vmap in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_functorch/apis.py line=39. 2025-07-24T04:20:35.7151380Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7151430Z 2025-07-24T04:20:35.7151560Z vmap is the vectorizing map; ``vmap(func)`` returns a new function that 2025-07-24T04:20:35.7151690Z maps ``func`` over some dimension of the inputs. Semantically, vmap 2025-07-24T04:20:35.7151820Z pushes the map into PyTorch operations called by ``func``, effectively 2025-07-24T04:20:35.7151880Z vectorizing those operations. 2025-07-24T04:20:35.7151920Z 2025-07-24T04:20:35.7152050Z vmap is useful for handling batch dimensions: one can write a function 2025-07-24T04:20:35.7152170Z ``func`` that runs on examples and then lift it to a function that can 2025-07-24T04:20:35.7152310Z take batches of examples with ``vmap(func)``. vmap can also be used to 2025-07-24T04:20:35.7152420Z compute batched gradients when composed with autograd. 2025-07-24T04:20:35.7152460Z 2025-07-24T04:20:35.7152500Z .. note:: 2025-07-24T04:20:35.7152640Z :func:`torch.vmap` is aliased to :func:`torch.func.vmap` for 2025-07-24T04:20:35.7152730Z convenience. Use whichever one you'd like. 2025-07-24T04:20:35.7152770Z 2025-07-24T04:20:35.7152810Z Args: 2025-07-24T04:20:35.7152940Z func (function): A Python function that takes one or more arguments. 2025-07-24T04:20:35.7153010Z Must return one or more Tensors. 2025-07-24T04:20:35.7153130Z in_dims (int or nested structure): Specifies which dimension of the 2025-07-24T04:20:35.7153260Z inputs should be mapped over. ``in_dims`` should have a 2025-07-24T04:20:35.7153380Z structure like the inputs. If the ``in_dim`` for a particular 2025-07-24T04:20:35.7153510Z input is None, then that indicates there is no map dimension. 2025-07-24T04:20:35.7153570Z Default: 0. 2025-07-24T04:20:35.7153720Z out_dims (int or Tuple[int]): Specifies where the mapped dimension 2025-07-24T04:20:35.7153840Z should appear in the outputs. If ``out_dims`` is a Tuple, then 2025-07-24T04:20:35.7153950Z it should have one element per output. Default: 0. 2025-07-24T04:20:35.7154060Z randomness (str): Specifies whether the randomness in this 2025-07-24T04:20:35.7154190Z vmap should be the same or different across batches. If 'different', 2025-07-24T04:20:35.7154310Z the randomness for each batch will be different. If 'same', the 2025-07-24T04:20:35.7154440Z randomness will be the same across batches. If 'error', any calls to 2025-07-24T04:20:35.7154570Z random functions will error. Default: 'error'. WARNING: this flag 2025-07-24T04:20:35.7154690Z only applies to random PyTorch operations and does not apply to 2025-07-24T04:20:35.7154780Z Python's random module or numpy randomness. 2025-07-24T04:20:35.7154930Z chunk_size (None or int): If None (default), apply a single vmap over inputs. 2025-07-24T04:20:35.7155080Z If not None, then compute the vmap :attr:`chunk_size` samples at a time. 2025-07-24T04:20:35.7155250Z Note that :attr:`chunk_size=1` is equivalent to computing the vmap with a for-loop. 2025-07-24T04:20:35.7155420Z If you run into memory issues computing the vmap, please try a non-None chunk_size. 2025-07-24T04:20:35.7155460Z 2025-07-24T04:20:35.7155510Z Returns: 2025-07-24T04:20:35.7155630Z Returns a new "batched" function. It takes the same inputs as 2025-07-24T04:20:35.7155760Z ``func``, except each input has an extra dimension at the index 2025-07-24T04:20:35.7155880Z specified by ``in_dims``. It takes returns the same outputs as 2025-07-24T04:20:35.7156010Z ``func``, except each output has an extra dimension at the index 2025-07-24T04:20:35.7156070Z specified by ``out_dims``. 2025-07-24T04:20:35.7156110Z 2025-07-24T04:20:35.7156160Z .. warning: 2025-07-24T04:20:35.7156280Z :func:`vmap` works best with functional-style code. Please do not 2025-07-24T04:20:35.7156400Z perform any side-effects in ``func``, with the exception of 2025-07-24T04:20:35.7156550Z in-place PyTorch operations. Examples of side-effects include mutating 2025-07-24T04:20:35.7156690Z Python data structures and assigning values to variables not captured 2025-07-24T04:20:35.7156740Z in ``func``. 2025-07-24T04:20:35.7156780Z 2025-07-24T04:20:35.7156930Z One example of using :func:`vmap` is to compute batched dot products. PyTorch 2025-07-24T04:20:35.7157070Z doesn't provide a batched ``torch.dot`` API; instead of unsuccessfully 2025-07-24T04:20:35.7157220Z rummaging through docs, use :func:`vmap` to construct a new function. 2025-07-24T04:20:35.7157260Z 2025-07-24T04:20:35.7157330Z >>> torch.dot # [D], [D] -> [] 2025-07-24T04:20:35.7157470Z >>> batched_dot = torch.func.vmap(torch.dot) # [N, D], [N, D] -> [N] 2025-07-24T04:20:35.7157550Z >>> x, y = torch.randn(2, 5), torch.randn(2, 5) 2025-07-24T04:20:35.7157660Z >>> batched_dot(x, y) 2025-07-24T04:20:35.7157710Z 2025-07-24T04:20:35.7157860Z :func:`vmap` can be helpful in hiding batch dimensions, leading to a simpler 2025-07-24T04:20:35.7157920Z model authoring experience. 2025-07-24T04:20:35.7157970Z 2025-07-24T04:20:35.7158040Z >>> batch_size, feature_size = 3, 5 2025-07-24T04:20:35.7158160Z >>> weights = torch.randn(feature_size, requires_grad=True) 2025-07-24T04:20:35.7158240Z >>> 2025-07-24T04:20:35.7158310Z >>> def model(feature_vec): 2025-07-24T04:20:35.7158400Z >>> # Very simple linear model with activation 2025-07-24T04:20:35.7158500Z >>> return feature_vec.dot(weights).relu() 2025-07-24T04:20:35.7158560Z >>> 2025-07-24T04:20:35.7158660Z >>> examples = torch.randn(batch_size, feature_size) 2025-07-24T04:20:35.7158770Z >>> result = torch.vmap(model)(examples) 2025-07-24T04:20:35.7158820Z 2025-07-24T04:20:35.7158980Z :func:`vmap` can also help vectorize computations that were previously difficult 2025-07-24T04:20:35.7159130Z or impossible to batch. One example is higher-order gradient computation. 2025-07-24T04:20:35.7159280Z The PyTorch autograd engine computes vjps (vector-Jacobian products). 2025-07-24T04:20:35.7159420Z Computing a full Jacobian matrix for some function f: R^N -> R^N usually 2025-07-24T04:20:35.7159570Z requires N calls to ``autograd.grad``, one per Jacobian row. Using :func:`vmap`, 2025-07-24T04:20:35.7159720Z we can vectorize the whole computation, computing the Jacobian in a single 2025-07-24T04:20:35.7159770Z call to ``autograd.grad``. 2025-07-24T04:20:35.7159820Z 2025-07-24T04:20:35.7159870Z >>> # Setup 2025-07-24T04:20:35.7159910Z >>> N = 5 2025-07-24T04:20:35.7159970Z >>> f = lambda x: x**2 2025-07-24T04:20:35.7160050Z >>> x = torch.randn(N, requires_grad=True) 2025-07-24T04:20:35.7160100Z >>> y = f(x) 2025-07-24T04:20:35.7160150Z >>> I_N = torch.eye(N) 2025-07-24T04:20:35.7160200Z >>> 2025-07-24T04:20:35.7160260Z >>> # Sequential approach 2025-07-24T04:20:35.7160400Z >>> jacobian_rows = [torch.autograd.grad(y, x, v, retain_graph=True)[0] 2025-07-24T04:20:35.7160470Z >>> for v in I_N.unbind()] 2025-07-24T04:20:35.7160550Z >>> jacobian = torch.stack(jacobian_rows) 2025-07-24T04:20:35.7160600Z >>> 2025-07-24T04:20:35.7160670Z >>> # vectorized gradient computation 2025-07-24T04:20:35.7160720Z >>> def get_vjp(v): 2025-07-24T04:20:35.7160800Z >>> return torch.autograd.grad(y, x, v) 2025-07-24T04:20:35.7160880Z >>> jacobian = torch.vmap(get_vjp)(I_N) 2025-07-24T04:20:35.7164710Z 2025-07-24T04:20:35.7164890Z :func:`vmap` can also be nested, producing an output with multiple batched dimensions 2025-07-24T04:20:35.7164930Z 2025-07-24T04:20:35.7164990Z >>> torch.dot # [D], [D] -> [] 2025-07-24T04:20:35.7165060Z >>> batched_dot = torch.vmap( 2025-07-24T04:20:35.7165110Z ... torch.vmap(torch.dot) 2025-07-24T04:20:35.7165190Z ... ) # [N1, N0, D], [N1, N0, D] -> [N1, N0] 2025-07-24T04:20:35.7165280Z >>> x, y = torch.randn(2, 3, 5), torch.randn(2, 3, 5) 2025-07-24T04:20:35.7165350Z >>> batched_dot(x, y) # tensor of size [2, 3] 2025-07-24T04:20:35.7165390Z 2025-07-24T04:20:35.7165580Z If the inputs are not batched along the first dimension, ``in_dims`` specifies 2025-07-24T04:20:35.7165670Z the dimension that each inputs are batched along as 2025-07-24T04:20:35.7165710Z 2025-07-24T04:20:35.7165780Z >>> torch.dot # [N], [N] -> [] 2025-07-24T04:20:35.7165920Z >>> batched_dot = torch.vmap(torch.dot, in_dims=1) # [N, D], [N, D] -> [D] 2025-07-24T04:20:35.7165990Z >>> x, y = torch.randn(2, 5), torch.randn(2, 5) 2025-07-24T04:20:35.7166040Z >>> batched_dot( 2025-07-24T04:20:35.7166090Z ... x, y 2025-07-24T04:20:35.7166290Z ... ) # output is [5] instead of [2] if batched along the 0th dimension 2025-07-24T04:20:35.7166330Z 2025-07-24T04:20:35.7166480Z If there are multiple inputs each of which is batched along different dimensions, 2025-07-24T04:20:35.7166610Z ``in_dims`` must be a tuple with the batch dimension for each input as 2025-07-24T04:20:35.7166650Z 2025-07-24T04:20:35.7166700Z >>> torch.dot # [D], [D] -> [] 2025-07-24T04:20:35.7166850Z >>> batched_dot = torch.vmap(torch.dot, in_dims=(0, None)) # [N, D], [D] -> [N] 2025-07-24T04:20:35.7166950Z >>> x, y = torch.randn(2, 5), torch.randn(5) 2025-07-24T04:20:35.7167000Z >>> batched_dot( 2025-07-24T04:20:35.7167070Z ... x, y 2025-07-24T04:20:35.7167200Z ... ) # second arg doesn't have a batch dim because in_dim[1] was None 2025-07-24T04:20:35.7167240Z 2025-07-24T04:20:35.7167400Z If the input is a Python struct, ``in_dims`` must be a tuple containing a struct 2025-07-24T04:20:35.7167470Z matching the shape of the input: 2025-07-24T04:20:35.7167510Z 2025-07-24T04:20:35.7167600Z >>> f = lambda dict: torch.dot(dict["x"], dict["y"]) 2025-07-24T04:20:35.7167670Z >>> x, y = torch.randn(2, 5), torch.randn(5) 2025-07-24T04:20:35.7167730Z >>> input = {"x": x, "y": y} 2025-07-24T04:20:35.7167840Z >>> batched_dot = torch.vmap(f, in_dims=({"x": 0, "y": None},)) 2025-07-24T04:20:35.7167890Z >>> batched_dot(input) 2025-07-24T04:20:35.7167930Z 2025-07-24T04:20:35.7168110Z By default, the output is batched along the first dimension. However, it can be batched 2025-07-24T04:20:35.7168180Z along any dimension by using ``out_dims`` 2025-07-24T04:20:35.7168220Z 2025-07-24T04:20:35.7168270Z >>> f = lambda x: x**2 2025-07-24T04:20:35.7168330Z >>> x = torch.randn(2, 5) 2025-07-24T04:20:35.7168410Z >>> batched_pow = torch.vmap(f, out_dims=1) 2025-07-24T04:20:35.7168460Z >>> batched_pow(x) # [5, 2] 2025-07-24T04:20:35.7168500Z 2025-07-24T04:20:35.7168680Z For any function that uses kwargs, the returned function will not batch the kwargs but will 2025-07-24T04:20:35.7168730Z accept kwargs 2025-07-24T04:20:35.7168770Z 2025-07-24T04:20:35.7168870Z >>> x = torch.randn([2, 5]) 2025-07-24T04:20:35.7168930Z >>> def fn(x, scale=4.): 2025-07-24T04:20:35.7168980Z >>> return x * scale 2025-07-24T04:20:35.7169030Z >>> 2025-07-24T04:20:35.7169090Z >>> batched_pow = torch.vmap(fn) 2025-07-24T04:20:35.7169180Z >>> assert torch.allclose(batched_pow(x), x * 4) 2025-07-24T04:20:35.7169320Z >>> batched_pow(x, scale=x) # scale is not batched, output has shape [2, 2, 5] 2025-07-24T04:20:35.7169360Z 2025-07-24T04:20:35.7169410Z .. note:: 2025-07-24T04:20:35.7169550Z vmap does not provide general autobatching or handle variable-length 2025-07-24T04:20:35.7169600Z sequences out of the box. 2025-07-24T04:20:35.7169650Z 2025-07-24T04:20:35.7169800Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7169840Z 2025-07-24T04:20:35.7169890Z warnings.warn(msg) 2025-07-24T04:20:35.7169930Z 2025-07-24T04:20:35.7170100Z --- Parse Warning: 22 / 136 --- 2025-07-24T04:20:35.7170740Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=grad in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_functorch/apis.py line=306. 2025-07-24T04:20:35.7170890Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7171040Z ``grad`` operator helps computing gradients of ``func`` with respect to the 2025-07-24T04:20:35.7171160Z input(s) specified by ``argnums``. This operator can be nested to 2025-07-24T04:20:35.7171230Z compute higher-order gradients. 2025-07-24T04:20:35.7171300Z 2025-07-24T04:20:35.7171350Z Args: 2025-07-24T04:20:35.7171470Z func (Callable): A Python function that takes one or more arguments. 2025-07-24T04:20:35.7171640Z Must return a single-element Tensor. If specified ``has_aux`` equals ``True``, 2025-07-24T04:20:35.7171800Z function can return a tuple of single-element Tensor and other auxiliary objects: 2025-07-24T04:20:35.7171860Z ``(output, aux)``. 2025-07-24T04:20:35.7172050Z argnums (int or Tuple[int]): Specifies arguments to compute gradients with respect to. 2025-07-24T04:20:35.7172180Z ``argnums`` can be single integer or tuple of integers. Default: 0. 2025-07-24T04:20:35.7172340Z has_aux (bool): Flag indicating that ``func`` returns a tensor and other 2025-07-24T04:20:35.7172440Z auxiliary objects: ``(output, aux)``. Default: False. 2025-07-24T04:20:35.7172520Z 2025-07-24T04:20:35.7172570Z Returns: 2025-07-24T04:20:35.7172740Z Function to compute gradients with respect to its inputs. By default, the output of 2025-07-24T04:20:35.7172890Z the function is the gradient tensor(s) with respect to the first argument. 2025-07-24T04:20:35.7173050Z If specified ``has_aux`` equals ``True``, tuple of gradients and output auxiliary objects 2025-07-24T04:20:35.7173210Z is returned. If ``argnums`` is a tuple of integers, a tuple of output gradients with 2025-07-24T04:20:35.7173300Z respect to each ``argnums`` value is returned. 2025-07-24T04:20:35.7173340Z 2025-07-24T04:20:35.7173400Z Example of using ``grad``: 2025-07-24T04:20:35.7173440Z 2025-07-24T04:20:35.7173500Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7173560Z >>> from torch.func import grad 2025-07-24T04:20:35.7173620Z >>> x = torch.randn([]) 2025-07-24T04:20:35.7173700Z >>> cos_x = grad(lambda x: torch.sin(x))(x) 2025-07-24T04:20:35.7173780Z >>> assert torch.allclose(cos_x, x.cos()) 2025-07-24T04:20:35.7173830Z >>> 2025-07-24T04:20:35.7173890Z >>> # Second-order gradients 2025-07-24T04:20:35.7173990Z >>> neg_sin_x = grad(grad(lambda x: torch.sin(x)))(x) 2025-07-24T04:20:35.7174070Z >>> assert torch.allclose(neg_sin_x, -x.sin()) 2025-07-24T04:20:35.7174110Z 2025-07-24T04:20:35.7174270Z When composed with ``vmap``, ``grad`` can be used to compute per-sample-gradients: 2025-07-24T04:20:35.7174320Z 2025-07-24T04:20:35.7174370Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7174450Z >>> from torch.func import grad, vmap 2025-07-24T04:20:35.7174510Z >>> batch_size, feature_size = 3, 5 2025-07-24T04:20:35.7174560Z >>> 2025-07-24T04:20:35.7174630Z >>> def model(weights, feature_vec): 2025-07-24T04:20:35.7174710Z >>> # Very simple linear model with activation 2025-07-24T04:20:35.7174780Z >>> assert feature_vec.dim() == 1 2025-07-24T04:20:35.7174860Z >>> return feature_vec.dot(weights).relu() 2025-07-24T04:20:35.7174910Z >>> 2025-07-24T04:20:35.7174990Z >>> def compute_loss(weights, example, target): 2025-07-24T04:20:35.7175060Z >>> y = model(weights, example) 2025-07-24T04:20:35.7175140Z >>> return ((y - target) ** 2).mean() # MSELoss 2025-07-24T04:20:35.7175190Z >>> 2025-07-24T04:20:35.7175310Z >>> weights = torch.randn(feature_size, requires_grad=True) 2025-07-24T04:20:35.7175400Z >>> examples = torch.randn(batch_size, feature_size) 2025-07-24T04:20:35.7175480Z >>> targets = torch.randn(batch_size) 2025-07-24T04:20:35.7175560Z >>> inputs = (weights, examples, targets) 2025-07-24T04:20:35.7175700Z >>> grad_weight_per_example = vmap(grad(compute_loss), in_dims=(None, 0, 0))( 2025-07-24T04:20:35.7175750Z ... *inputs 2025-07-24T04:20:35.7175840Z ... ) 2025-07-24T04:20:35.7175880Z 2025-07-24T04:20:35.7175990Z Example of using ``grad`` with ``has_aux`` and ``argnums``: 2025-07-24T04:20:35.7176030Z 2025-07-24T04:20:35.7176080Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7176150Z >>> from torch.func import grad 2025-07-24T04:20:35.7176220Z >>> def my_loss_func(y, y_pred): 2025-07-24T04:20:35.7176300Z >>> loss_per_sample = (0.5 * y_pred - y) ** 2 2025-07-24T04:20:35.7176390Z >>> loss = loss_per_sample.mean() 2025-07-24T04:20:35.7176470Z >>> return loss, (y_pred, loss_per_sample) 2025-07-24T04:20:35.7176510Z >>> 2025-07-24T04:20:35.7176630Z >>> fn = grad(my_loss_func, argnums=(0, 1), has_aux=True) 2025-07-24T04:20:35.7176690Z >>> y_true = torch.rand(4) 2025-07-24T04:20:35.7176800Z >>> y_preds = torch.rand(4, requires_grad=True) 2025-07-24T04:20:35.7176860Z >>> out = fn(y_true, y_preds) 2025-07-24T04:20:35.7177020Z >>> # > output is ((grads w.r.t y_true, grads w.r.t y_preds), (y_pred, loss_per_sample)) 2025-07-24T04:20:35.7177060Z 2025-07-24T04:20:35.7177100Z .. note:: 2025-07-24T04:20:35.7177210Z Using PyTorch ``torch.no_grad`` together with ``grad``. 2025-07-24T04:20:35.7177250Z 2025-07-24T04:20:35.7177330Z Case 1: Using ``torch.no_grad`` inside a function: 2025-07-24T04:20:35.7177380Z 2025-07-24T04:20:35.7177430Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7177490Z >>> def f(x): 2025-07-24T04:20:35.7177550Z >>> with torch.no_grad(): 2025-07-24T04:20:35.7177610Z >>> c = x ** 2 2025-07-24T04:20:35.7177660Z >>> return x - c 2025-07-24T04:20:35.7177700Z 2025-07-24T04:20:35.7177820Z In this case, ``grad(f)(x)`` will respect the inner ``torch.no_grad``. 2025-07-24T04:20:35.7177870Z 2025-07-24T04:20:35.7177980Z Case 2: Using ``grad`` inside ``torch.no_grad`` context manager: 2025-07-24T04:20:35.7178020Z 2025-07-24T04:20:35.7178080Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7178140Z >>> with torch.no_grad(): 2025-07-24T04:20:35.7178200Z >>> grad(f)(x) 2025-07-24T04:20:35.7178230Z 2025-07-24T04:20:35.7178370Z In this case, ``grad`` will respect the inner ``torch.no_grad``, but not the 2025-07-24T04:20:35.7178510Z outer one. This is because ``grad`` is a "function transform": its result 2025-07-24T04:20:35.7178660Z should not depend on the result of a context manager outside of ``f``. 2025-07-24T04:20:35.7178700Z 2025-07-24T04:20:35.7178750Z 2025-07-24T04:20:35.7178910Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7178950Z 2025-07-24T04:20:35.7179010Z warnings.warn(msg) 2025-07-24T04:20:35.7179050Z 2025-07-24T04:20:35.7179160Z --- Parse Warning: 23 / 136 --- 2025-07-24T04:20:35.7179860Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=print_assert_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=286. 2025-07-24T04:20:35.7180020Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7180060Z 2025-07-24T04:20:35.7180200Z Test if two objects are equal, and print an error message if test fails. 2025-07-24T04:20:35.7180240Z 2025-07-24T04:20:35.7180330Z The test is performed with ``actual == desired``. 2025-07-24T04:20:35.7180380Z 2025-07-24T04:20:35.7180430Z Parameters 2025-07-24T04:20:35.7180470Z ---------- 2025-07-24T04:20:35.7180520Z test_string : str 2025-07-24T04:20:35.7180600Z The message supplied to AssertionError. 2025-07-24T04:20:35.7180650Z actual : object 2025-07-24T04:20:35.7180780Z The object to test for equality against `desired`. 2025-07-24T04:20:35.7180830Z desired : object 2025-07-24T04:20:35.7180900Z The expected result. 2025-07-24T04:20:35.7180940Z 2025-07-24T04:20:35.7180980Z Examples 2025-07-24T04:20:35.7181030Z -------- 2025-07-24T04:20:35.7181100Z >>> np.testing.print_assert_equal( 2025-07-24T04:20:35.7181170Z ... "Test XYZ of func xyz", [0, 1], [0, 1] 2025-07-24T04:20:35.7181370Z ... ) # doctest: +SKIP 2025-07-24T04:20:35.7181440Z >>> np.testing.print_assert_equal( 2025-07-24T04:20:35.7181510Z ... "Test XYZ of func xyz", [0, 1], [0, 2] 2025-07-24T04:20:35.7181570Z ... ) # doctest: +SKIP 2025-07-24T04:20:35.7181650Z Traceback (most recent call last): 2025-07-24T04:20:35.7181690Z ... 2025-07-24T04:20:35.7181770Z AssertionError: Test XYZ of func xyz failed 2025-07-24T04:20:35.7181840Z ACTUAL: 2025-07-24T04:20:35.7181880Z [0, 1] 2025-07-24T04:20:35.7181930Z DESIRED: 2025-07-24T04:20:35.7181970Z [0, 2] 2025-07-24T04:20:35.7182010Z 2025-07-24T04:20:35.7182050Z 2025-07-24T04:20:35.7182210Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7182250Z 2025-07-24T04:20:35.7182300Z warnings.warn(msg) 2025-07-24T04:20:35.7182340Z 2025-07-24T04:20:35.7182450Z --- Parse Warning: 24 / 136 --- 2025-07-24T04:20:35.7183130Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assert_almost_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=331. 2025-07-24T04:20:35.7183280Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7183330Z 2025-07-24T04:20:35.7183450Z Raises an AssertionError if two items are not equal up to desired 2025-07-24T04:20:35.7183500Z precision. 2025-07-24T04:20:35.7183540Z 2025-07-24T04:20:35.7183650Z .. note:: It is recommended to use one of `assert_allclose`, 2025-07-24T04:20:35.7183760Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-07-24T04:20:35.7183880Z instead of this function for more consistent floating point 2025-07-24T04:20:35.7183930Z comparisons. 2025-07-24T04:20:35.7183970Z 2025-07-24T04:20:35.7184110Z The test verifies that the elements of `actual` and `desired` satisfy. 2025-07-24T04:20:35.7184150Z 2025-07-24T04:20:35.7184250Z ``abs(desired-actual) < float64(1.5 * 10**(-decimal))`` 2025-07-24T04:20:35.7184300Z 2025-07-24T04:20:35.7184440Z That is a looser test than originally documented, but agrees with what the 2025-07-24T04:20:35.7184590Z actual implementation in `assert_array_almost_equal` did up to rounding 2025-07-24T04:20:35.7184750Z vagaries. An exception is raised at conflicting values. For ndarrays this 2025-07-24T04:20:35.7184830Z delegates to assert_array_almost_equal 2025-07-24T04:20:35.7184880Z 2025-07-24T04:20:35.7184920Z Parameters 2025-07-24T04:20:35.7184970Z ---------- 2025-07-24T04:20:35.7185020Z actual : array_like 2025-07-24T04:20:35.7185080Z The object to check. 2025-07-24T04:20:35.7185140Z desired : array_like 2025-07-24T04:20:35.7185200Z The expected object. 2025-07-24T04:20:35.7185250Z decimal : int, optional 2025-07-24T04:20:35.7185320Z Desired precision, default is 7. 2025-07-24T04:20:35.7185370Z err_msg : str, optional 2025-07-24T04:20:35.7185470Z The error message to be printed in case of failure. 2025-07-24T04:20:35.7185530Z verbose : bool, optional 2025-07-24T04:20:35.7185660Z If True, the conflicting values are appended to the error message. 2025-07-24T04:20:35.7185700Z 2025-07-24T04:20:35.7185750Z Raises 2025-07-24T04:20:35.7185800Z ------ 2025-07-24T04:20:35.7185850Z AssertionError 2025-07-24T04:20:35.7186010Z If actual and desired are not equal up to specified precision. 2025-07-24T04:20:35.7186050Z 2025-07-24T04:20:35.7186090Z See Also 2025-07-24T04:20:35.7186140Z -------- 2025-07-24T04:20:35.7186290Z assert_allclose: Compare two array_like objects for equality with desired 2025-07-24T04:20:35.7186360Z relative and/or absolute precision. 2025-07-24T04:20:35.7186490Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-07-24T04:20:35.7186550Z 2025-07-24T04:20:35.7186600Z Examples 2025-07-24T04:20:35.7186640Z -------- 2025-07-24T04:20:35.7186740Z >>> from torch._numpy.testing import assert_almost_equal 2025-07-24T04:20:35.7186880Z >>> assert_almost_equal(2.3333333333333, 2.33333334) 2025-07-24T04:20:35.7186990Z >>> assert_almost_equal(2.3333333333333, 2.33333334, decimal=10) 2025-07-24T04:20:35.7187070Z Traceback (most recent call last): 2025-07-24T04:20:35.7187110Z ... 2025-07-24T04:20:35.7187160Z AssertionError: 2025-07-24T04:20:35.7187230Z Arrays are not almost equal to 10 decimals 2025-07-24T04:20:35.7187280Z ACTUAL: 2.3333333333333 2025-07-24T04:20:35.7187340Z DESIRED: 2.33333334 2025-07-24T04:20:35.7187370Z 2025-07-24T04:20:35.7187430Z >>> assert_almost_equal( 2025-07-24T04:20:35.7187550Z ... np.array([1.0, 2.3333333333333]), np.array([1.0, 2.33333334]), decimal=9 2025-07-24T04:20:35.7187600Z ... ) 2025-07-24T04:20:35.7187660Z Traceback (most recent call last): 2025-07-24T04:20:35.7187700Z ... 2025-07-24T04:20:35.7187750Z AssertionError: 2025-07-24T04:20:35.7187820Z Arrays are not almost equal to 9 decimals 2025-07-24T04:20:35.7187860Z 2025-07-24T04:20:35.7187920Z Mismatched elements: 1 / 2 (50%) 2025-07-24T04:20:35.7188000Z Max absolute difference: 6.666699636781459e-09 2025-07-24T04:20:35.7188080Z Max relative difference: 2.8571569790287484e-09 2025-07-24T04:20:35.7188170Z x: torch.ndarray([1.0000, 2.3333], dtype=float64) 2025-07-24T04:20:35.7188250Z y: torch.ndarray([1.0000, 2.3333], dtype=float64) 2025-07-24T04:20:35.7188290Z 2025-07-24T04:20:35.7188330Z 2025-07-24T04:20:35.7188490Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7188520Z 2025-07-24T04:20:35.7188580Z warnings.warn(msg) 2025-07-24T04:20:35.7188620Z 2025-07-24T04:20:35.7188720Z --- Parse Warning: 25 / 136 --- 2025-07-24T04:20:35.7189400Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assert_approx_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=457. 2025-07-24T04:20:35.7189560Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7189600Z 2025-07-24T04:20:35.7189730Z Raises an AssertionError if two items are not equal up to significant 2025-07-24T04:20:35.7189780Z digits. 2025-07-24T04:20:35.7189820Z 2025-07-24T04:20:35.7189930Z .. note:: It is recommended to use one of `assert_allclose`, 2025-07-24T04:20:35.7190040Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-07-24T04:20:35.7190150Z instead of this function for more consistent floating point 2025-07-24T04:20:35.7190210Z comparisons. 2025-07-24T04:20:35.7190260Z 2025-07-24T04:20:35.7190370Z Given two numbers, check that they are approximately equal. 2025-07-24T04:20:35.7190510Z Approximately equal is defined as the number of significant digits 2025-07-24T04:20:35.7190550Z that agree. 2025-07-24T04:20:35.7190590Z 2025-07-24T04:20:35.7190640Z Parameters 2025-07-24T04:20:35.7190680Z ---------- 2025-07-24T04:20:35.7190730Z actual : scalar 2025-07-24T04:20:35.7190780Z The object to check. 2025-07-24T04:20:35.7190830Z desired : scalar 2025-07-24T04:20:35.7190920Z The expected object. 2025-07-24T04:20:35.7190980Z significant : int, optional 2025-07-24T04:20:35.7191040Z Desired precision, default is 7. 2025-07-24T04:20:35.7191100Z err_msg : str, optional 2025-07-24T04:20:35.7191190Z The error message to be printed in case of failure. 2025-07-24T04:20:35.7191250Z verbose : bool, optional 2025-07-24T04:20:35.7191370Z If True, the conflicting values are appended to the error message. 2025-07-24T04:20:35.7191440Z 2025-07-24T04:20:35.7191480Z Raises 2025-07-24T04:20:35.7191520Z ------ 2025-07-24T04:20:35.7191570Z AssertionError 2025-07-24T04:20:35.7191710Z If actual and desired are not equal up to specified precision. 2025-07-24T04:20:35.7191750Z 2025-07-24T04:20:35.7191800Z See Also 2025-07-24T04:20:35.7191840Z -------- 2025-07-24T04:20:35.7192010Z assert_allclose: Compare two array_like objects for equality with desired 2025-07-24T04:20:35.7192100Z relative and/or absolute precision. 2025-07-24T04:20:35.7192230Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-07-24T04:20:35.7192270Z 2025-07-24T04:20:35.7192320Z Examples 2025-07-24T04:20:35.7192360Z -------- 2025-07-24T04:20:35.7192430Z >>> np.testing.assert_approx_equal( 2025-07-24T04:20:35.7192490Z ... 0.12345677777777e-20, 0.1234567e-20 2025-07-24T04:20:35.7192540Z ... ) # doctest: +SKIP 2025-07-24T04:20:35.7192610Z >>> np.testing.assert_approx_equal( 2025-07-24T04:20:35.7192650Z ... 0.12345670e-20, 2025-07-24T04:20:35.7192720Z ... 0.12345671e-20, # doctest: +SKIP 2025-07-24T04:20:35.7192770Z ... significant=8, 2025-07-24T04:20:35.7192810Z ... ) 2025-07-24T04:20:35.7192880Z >>> np.testing.assert_approx_equal( 2025-07-24T04:20:35.7192920Z ... 0.12345670e-20, 2025-07-24T04:20:35.7192990Z ... 0.12345672e-20, # doctest: +SKIP 2025-07-24T04:20:35.7193040Z ... significant=8, 2025-07-24T04:20:35.7193080Z ... ) 2025-07-24T04:20:35.7193150Z Traceback (most recent call last): 2025-07-24T04:20:35.7193190Z ... 2025-07-24T04:20:35.7193240Z AssertionError: 2025-07-24T04:20:35.7193310Z Items are not equal to 8 significant digits: 2025-07-24T04:20:35.7193360Z ACTUAL: 1.234567e-21 2025-07-24T04:20:35.7193410Z DESIRED: 1.2345672e-21 2025-07-24T04:20:35.7193450Z 2025-07-24T04:20:35.7193550Z the evaluated condition that raises the exception is 2025-07-24T04:20:35.7193590Z 2025-07-24T04:20:35.7193710Z >>> abs(0.12345670e-20 / 1e-21 - 0.12345672e-20 / 1e-21) >= 10 ** -(8 - 1) 2025-07-24T04:20:35.7193750Z True 2025-07-24T04:20:35.7193790Z 2025-07-24T04:20:35.7193830Z 2025-07-24T04:20:35.7193980Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7194020Z 2025-07-24T04:20:35.7194080Z warnings.warn(msg) 2025-07-24T04:20:35.7194120Z 2025-07-24T04:20:35.7194220Z --- Parse Warning: 26 / 136 --- 2025-07-24T04:20:35.7194890Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assert_array_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=744. 2025-07-24T04:20:35.7195040Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7195080Z 2025-07-24T04:20:35.7195220Z Raises an AssertionError if two array_like objects are not equal. 2025-07-24T04:20:35.7195260Z 2025-07-24T04:20:35.7195380Z Given two array_like objects, check that the shape is equal and all 2025-07-24T04:20:35.7195510Z elements of these objects are equal (but see the Notes for the special 2025-07-24T04:20:35.7195640Z handling of a scalar). An exception is raised at shape mismatch or 2025-07-24T04:20:35.7195770Z conflicting values. In contrast to the standard usage in numpy, NaNs 2025-07-24T04:20:35.7195920Z are compared like numbers, no assertion is raised if both objects have 2025-07-24T04:20:35.7195980Z NaNs in the same positions. 2025-07-24T04:20:35.7196020Z 2025-07-24T04:20:35.7196160Z The usual caution for verifying equality with floating point numbers is 2025-07-24T04:20:35.7196200Z advised. 2025-07-24T04:20:35.7196240Z 2025-07-24T04:20:35.7196290Z Parameters 2025-07-24T04:20:35.7196350Z ---------- 2025-07-24T04:20:35.7196400Z x : array_like 2025-07-24T04:20:35.7196460Z The actual object to check. 2025-07-24T04:20:35.7196500Z y : array_like 2025-07-24T04:20:35.7196560Z The desired, expected object. 2025-07-24T04:20:35.7196650Z err_msg : str, optional 2025-07-24T04:20:35.7196750Z The error message to be printed in case of failure. 2025-07-24T04:20:35.7196810Z verbose : bool, optional 2025-07-24T04:20:35.7196950Z If True, the conflicting values are appended to the error message. 2025-07-24T04:20:35.7197020Z strict : bool, optional 2025-07-24T04:20:35.7197140Z If True, raise an AssertionError when either the shape or the data 2025-07-24T04:20:35.7197250Z type of the array_like objects does not match. The special 2025-07-24T04:20:35.7197370Z handling for scalars mentioned in the Notes section is disabled. 2025-07-24T04:20:35.7197410Z 2025-07-24T04:20:35.7197450Z Raises 2025-07-24T04:20:35.7197500Z ------ 2025-07-24T04:20:35.7197540Z AssertionError 2025-07-24T04:20:35.7197630Z If actual and desired objects are not equal. 2025-07-24T04:20:35.7197670Z 2025-07-24T04:20:35.7197710Z See Also 2025-07-24T04:20:35.7197750Z -------- 2025-07-24T04:20:35.7197900Z assert_allclose: Compare two array_like objects for equality with desired 2025-07-24T04:20:35.7197980Z relative and/or absolute precision. 2025-07-24T04:20:35.7198100Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-07-24T04:20:35.7198150Z 2025-07-24T04:20:35.7198190Z Notes 2025-07-24T04:20:35.7198230Z ----- 2025-07-24T04:20:35.7198340Z When one of `x` and `y` is a scalar and the other is array_like, the 2025-07-24T04:20:35.7198470Z function checks that each element of the array_like object is equal to 2025-07-24T04:20:35.7198610Z the scalar. This behaviour can be disabled with the `strict` parameter. 2025-07-24T04:20:35.7198650Z 2025-07-24T04:20:35.7198690Z Examples 2025-07-24T04:20:35.7198740Z -------- 2025-07-24T04:20:35.7198820Z The first assert does not raise an exception: 2025-07-24T04:20:35.7198860Z 2025-07-24T04:20:35.7198920Z >>> np.testing.assert_array_equal( 2025-07-24T04:20:35.7199010Z ... [1.0, 2.33333, np.nan], [np.exp(0), 2.33333, np.nan] 2025-07-24T04:20:35.7199060Z ... ) 2025-07-24T04:20:35.7199100Z 2025-07-24T04:20:35.7199230Z Use `assert_allclose` or one of the nulp (number of floating point values) 2025-07-24T04:20:35.7199300Z functions for these cases instead: 2025-07-24T04:20:35.7199340Z 2025-07-24T04:20:35.7199400Z >>> np.testing.assert_allclose( 2025-07-24T04:20:35.7199520Z ... [1.0, np.pi, np.nan], [1, np.sqrt(np.pi) ** 2, np.nan], rtol=1e-10, atol=0 2025-07-24T04:20:35.7199560Z ... ) 2025-07-24T04:20:35.7199600Z 2025-07-24T04:20:35.7199730Z As mentioned in the Notes section, `assert_array_equal` has special 2025-07-24T04:20:35.7199860Z handling for scalars. Here the test checks that each value in `x` is 3: 2025-07-24T04:20:35.7199900Z 2025-07-24T04:20:35.7199960Z >>> x = np.full((2, 5), fill_value=3) 2025-07-24T04:20:35.7200030Z >>> np.testing.assert_array_equal(x, 3) 2025-07-24T04:20:35.7200070Z 2025-07-24T04:20:35.7200200Z Use `strict` to raise an AssertionError when comparing a scalar with an 2025-07-24T04:20:35.7200240Z array: 2025-07-24T04:20:35.7200290Z 2025-07-24T04:20:35.7200380Z >>> np.testing.assert_array_equal(x, 3, strict=True) 2025-07-24T04:20:35.7200470Z Traceback (most recent call last): 2025-07-24T04:20:35.7200510Z ... 2025-07-24T04:20:35.7200560Z AssertionError: 2025-07-24T04:20:35.7200610Z Arrays are not equal 2025-07-24T04:20:35.7200650Z 2025-07-24T04:20:35.7200710Z (shapes (2, 5), () mismatch) 2025-07-24T04:20:35.7200770Z x: torch.ndarray([[3, 3, 3, 3, 3], 2025-07-24T04:20:35.7200820Z [3, 3, 3, 3, 3]]) 2025-07-24T04:20:35.7200870Z y: torch.ndarray(3) 2025-07-24T04:20:35.7200950Z 2025-07-24T04:20:35.7201080Z The `strict` parameter also ensures that the array data types match: 2025-07-24T04:20:35.7201120Z 2025-07-24T04:20:35.7201170Z >>> x = np.array([2, 2, 2]) 2025-07-24T04:20:35.7201270Z >>> y = np.array([2.0, 2.0, 2.0], dtype=np.float32) 2025-07-24T04:20:35.7201360Z >>> np.testing.assert_array_equal(x, y, strict=True) 2025-07-24T04:20:35.7201440Z Traceback (most recent call last): 2025-07-24T04:20:35.7201490Z ... 2025-07-24T04:20:35.7201530Z AssertionError: 2025-07-24T04:20:35.7201590Z Arrays are not equal 2025-07-24T04:20:35.7201630Z 2025-07-24T04:20:35.7201720Z (dtypes dtype("int64"), dtype("float32") mismatch) 2025-07-24T04:20:35.7201780Z x: torch.ndarray([2, 2, 2]) 2025-07-24T04:20:35.7201830Z y: torch.ndarray([2., 2., 2.]) 2025-07-24T04:20:35.7201870Z 2025-07-24T04:20:35.7202030Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7202070Z 2025-07-24T04:20:35.7202120Z warnings.warn(msg) 2025-07-24T04:20:35.7202160Z 2025-07-24T04:20:35.7202270Z --- Parse Warning: 27 / 136 --- 2025-07-24T04:20:35.7202990Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assert_array_almost_equal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=851. 2025-07-24T04:20:35.7203150Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7203190Z 2025-07-24T04:20:35.7203320Z Raises an AssertionError if two objects are not equal up to desired 2025-07-24T04:20:35.7203370Z precision. 2025-07-24T04:20:35.7203410Z 2025-07-24T04:20:35.7203510Z .. note:: It is recommended to use one of `assert_allclose`, 2025-07-24T04:20:35.7203620Z `assert_array_almost_equal_nulp` or `assert_array_max_ulp` 2025-07-24T04:20:35.7203740Z instead of this function for more consistent floating point 2025-07-24T04:20:35.7203790Z comparisons. 2025-07-24T04:20:35.7203830Z 2025-07-24T04:20:35.7203980Z The test verifies identical shapes and that the elements of ``actual`` and 2025-07-24T04:20:35.7204030Z ``desired`` satisfy. 2025-07-24T04:20:35.7204070Z 2025-07-24T04:20:35.7204150Z ``abs(desired-actual) < 1.5 * 10**(-decimal)`` 2025-07-24T04:20:35.7204190Z 2025-07-24T04:20:35.7204330Z That is a looser test than originally documented, but agrees with what the 2025-07-24T04:20:35.7204470Z actual implementation did up to rounding vagaries. An exception is raised 2025-07-24T04:20:35.7204610Z at shape mismatch or conflicting values. In contrast to the standard usage 2025-07-24T04:20:35.7204750Z in numpy, NaNs are compared like numbers, no assertion is raised if both 2025-07-24T04:20:35.7204820Z objects have NaNs in the same positions. 2025-07-24T04:20:35.7204860Z 2025-07-24T04:20:35.7204900Z Parameters 2025-07-24T04:20:35.7204950Z ---------- 2025-07-24T04:20:35.7204990Z x : array_like 2025-07-24T04:20:35.7205050Z The actual object to check. 2025-07-24T04:20:35.7205100Z y : array_like 2025-07-24T04:20:35.7205160Z The desired, expected object. 2025-07-24T04:20:35.7205210Z decimal : int, optional 2025-07-24T04:20:35.7205280Z Desired precision, default is 6. 2025-07-24T04:20:35.7205330Z err_msg : str, optional 2025-07-24T04:20:35.7205470Z The error message to be printed in case of failure. 2025-07-24T04:20:35.7205530Z verbose : bool, optional 2025-07-24T04:20:35.7205650Z If True, the conflicting values are appended to the error message. 2025-07-24T04:20:35.7205690Z 2025-07-24T04:20:35.7205730Z Raises 2025-07-24T04:20:35.7205780Z ------ 2025-07-24T04:20:35.7205830Z AssertionError 2025-07-24T04:20:35.7205940Z If actual and desired are not equal up to specified precision. 2025-07-24T04:20:35.7206010Z 2025-07-24T04:20:35.7206050Z See Also 2025-07-24T04:20:35.7206090Z -------- 2025-07-24T04:20:35.7206260Z assert_allclose: Compare two array_like objects for equality with desired 2025-07-24T04:20:35.7206350Z relative and/or absolute precision. 2025-07-24T04:20:35.7206470Z assert_array_almost_equal_nulp, assert_array_max_ulp, assert_equal 2025-07-24T04:20:35.7206530Z 2025-07-24T04:20:35.7206580Z Examples 2025-07-24T04:20:35.7206620Z -------- 2025-07-24T04:20:35.7206710Z the first assert does not raise an exception 2025-07-24T04:20:35.7206750Z 2025-07-24T04:20:35.7206900Z >>> np.testing.assert_array_almost_equal([1.0, 2.333, np.nan], [1.0, 2.333, np.nan]) 2025-07-24T04:20:35.7206940Z 2025-07-24T04:20:35.7207020Z >>> np.testing.assert_array_almost_equal( 2025-07-24T04:20:35.7207110Z ... [1.0, 2.33333, np.nan], [1.0, 2.33339, np.nan], decimal=5 2025-07-24T04:20:35.7207150Z ... ) 2025-07-24T04:20:35.7207220Z Traceback (most recent call last): 2025-07-24T04:20:35.7207260Z ... 2025-07-24T04:20:35.7207310Z AssertionError: 2025-07-24T04:20:35.7207380Z Arrays are not almost equal to 5 decimals 2025-07-24T04:20:35.7207420Z 2025-07-24T04:20:35.7207480Z Mismatched elements: 1 / 3 (33.3%) 2025-07-24T04:20:35.7207560Z Max absolute difference: 5.999999999994898e-05 2025-07-24T04:20:35.7207640Z Max relative difference: 2.5713661239633743e-05 2025-07-24T04:20:35.7207740Z x: torch.ndarray([1.0000, 2.3333, nan], dtype=float64) 2025-07-24T04:20:35.7207840Z y: torch.ndarray([1.0000, 2.3334, nan], dtype=float64) 2025-07-24T04:20:35.7207880Z 2025-07-24T04:20:35.7207950Z >>> np.testing.assert_array_almost_equal( 2025-07-24T04:20:35.7210970Z ... [1.0, 2.33333, np.nan], [1.0, 2.33333, 5], decimal=5 2025-07-24T04:20:35.7211020Z ... ) 2025-07-24T04:20:35.7211090Z Traceback (most recent call last): 2025-07-24T04:20:35.7211150Z ... 2025-07-24T04:20:35.7211200Z AssertionError: 2025-07-24T04:20:35.7211270Z Arrays are not almost equal to 5 decimals 2025-07-24T04:20:35.7211320Z 2025-07-24T04:20:35.7211380Z x and y nan location mismatch: 2025-07-24T04:20:35.7211480Z x: torch.ndarray([1.0000, 2.3333, nan], dtype=float64) 2025-07-24T04:20:35.7211570Z y: torch.ndarray([1.0000, 2.3333, 5.0000], dtype=float64) 2025-07-24T04:20:35.7211610Z 2025-07-24T04:20:35.7211650Z 2025-07-24T04:20:35.7211810Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7211850Z 2025-07-24T04:20:35.7211900Z warnings.warn(msg) 2025-07-24T04:20:35.7211940Z 2025-07-24T04:20:35.7212070Z --- Parse Warning: 28 / 136 --- 2025-07-24T04:20:35.7212790Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=clear_and_catch_warnings in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_numpy/testing/utils.py line=1848. 2025-07-24T04:20:35.7212950Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7213080Z Context manager that resets warning registry for catching warnings 2025-07-24T04:20:35.7213130Z 2025-07-24T04:20:35.7213280Z Warnings can be slippery, because, whenever a warning is triggered, Python 2025-07-24T04:20:35.7213410Z adds a ``__warningregistry__`` member to the *calling* module. This makes 2025-07-24T04:20:35.7213630Z it impossible to retrigger the warning in this module, whatever you put in 2025-07-24T04:20:35.7213780Z the warnings filters. This context manager accepts a sequence of `modules` 2025-07-24T04:20:35.7213870Z as a keyword argument to its constructor and: 2025-07-24T04:20:35.7213910Z 2025-07-24T04:20:35.7214050Z * stores and removes any ``__warningregistry__`` entries in given `modules` 2025-07-24T04:20:35.7214120Z on entry; 2025-07-24T04:20:35.7214240Z * resets ``__warningregistry__`` to its previous state on exit. 2025-07-24T04:20:35.7214280Z 2025-07-24T04:20:35.7214440Z This makes it possible to trigger any warning afresh inside the context 2025-07-24T04:20:35.7214560Z manager without disturbing the state of warnings outside. 2025-07-24T04:20:35.7214640Z 2025-07-24T04:20:35.7214790Z For compatibility with Python 3.0, please consider all arguments to be 2025-07-24T04:20:35.7214840Z keyword-only. 2025-07-24T04:20:35.7214890Z 2025-07-24T04:20:35.7214940Z Parameters 2025-07-24T04:20:35.7214980Z ---------- 2025-07-24T04:20:35.7215040Z record : bool, optional 2025-07-24T04:20:35.7215150Z Specifies whether warnings should be captured by a custom 2025-07-24T04:20:35.7215300Z implementation of ``warnings.showwarning()`` and be appended to a list 2025-07-24T04:20:35.7215420Z returned by the context manager. Otherwise None is returned by the 2025-07-24T04:20:35.7215560Z context manager. The objects appended to the list are arguments whose 2025-07-24T04:20:35.7215660Z attributes mirror the arguments to ``showwarning()``. 2025-07-24T04:20:35.7215720Z modules : sequence, optional 2025-07-24T04:20:35.7215860Z Sequence of modules for which to reset warnings registry on entry and 2025-07-24T04:20:35.7215980Z restore on exit. To work correctly, all 'ignore' filters should 2025-07-24T04:20:35.7216040Z filter by one of these modules. 2025-07-24T04:20:35.7216090Z 2025-07-24T04:20:35.7216130Z Examples 2025-07-24T04:20:35.7216170Z -------- 2025-07-24T04:20:35.7216220Z >>> import warnings 2025-07-24T04:20:35.7216340Z >>> with np.testing.clear_and_catch_warnings( # doctest: +SKIP 2025-07-24T04:20:35.7216410Z ... modules=[np.core.fromnumeric] 2025-07-24T04:20:35.7216450Z ... ): 2025-07-24T04:20:35.7216520Z ... warnings.simplefilter("always") 2025-07-24T04:20:35.7216660Z ... warnings.filterwarnings("ignore", module="np.core.fromnumeric") 2025-07-24T04:20:35.7216770Z ... # do something that raises a warning but ignore those in 2025-07-24T04:20:35.7216830Z ... # np.core.fromnumeric 2025-07-24T04:20:35.7216870Z 2025-07-24T04:20:35.7217020Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7217070Z 2025-07-24T04:20:35.7217120Z warnings.warn(msg) 2025-07-24T04:20:35.7217160Z 2025-07-24T04:20:35.7217260Z --- Parse Warning: 29 / 136 --- 2025-07-24T04:20:35.7217900Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=calculate_gain in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/init.py line=142. 2025-07-24T04:20:35.7218060Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7218200Z Return the recommended gain value for the given nonlinearity function. 2025-07-24T04:20:35.7218240Z 2025-07-24T04:20:35.7218300Z The values are as follows: 2025-07-24T04:20:35.7218340Z 2025-07-24T04:20:35.7218410Z ================= ==================================================== 2025-07-24T04:20:35.7218470Z nonlinearity gain 2025-07-24T04:20:35.7218570Z ================= ==================================================== 2025-07-24T04:20:35.7218630Z Linear / Identity :math:`1` 2025-07-24T04:20:35.7218680Z Conv{1,2,3}D :math:`1` 2025-07-24T04:20:35.7218740Z Sigmoid :math:`1` 2025-07-24T04:20:35.7218800Z Tanh :math:`\frac{5}{3}` 2025-07-24T04:20:35.7218860Z ReLU :math:`\sqrt{2}` 2025-07-24T04:20:35.7218990Z Leaky Relu :math:`\sqrt{\frac{2}{1 + \text{negative\_slope}^2}}` 2025-07-24T04:20:35.7219060Z SELU :math:`\frac{3}{4}` 2025-07-24T04:20:35.7219150Z ================= ==================================================== 2025-07-24T04:20:35.7219200Z 2025-07-24T04:20:35.7219290Z .. warning:: 2025-07-24T04:20:35.7219430Z In order to implement `Self-Normalizing Neural Networks`_ , 2025-07-24T04:20:35.7219580Z you should use ``nonlinearity='linear'`` instead of ``nonlinearity='selu'``. 2025-07-24T04:20:35.7219680Z This gives the initial weights a variance of ``1 / N``, 2025-07-24T04:20:35.7219820Z which is necessary to induce a stable fixed point in the forward pass. 2025-07-24T04:20:35.7219960Z In contrast, the default gain for ``SELU`` sacrifices the normalization 2025-07-24T04:20:35.7220070Z effect for more stable gradient flow in rectangular layers. 2025-07-24T04:20:35.7220110Z 2025-07-24T04:20:35.7220160Z Args: 2025-07-24T04:20:35.7220280Z nonlinearity: the non-linear function (`nn.functional` name) 2025-07-24T04:20:35.7220380Z param: optional parameter for the non-linear function 2025-07-24T04:20:35.7220420Z 2025-07-24T04:20:35.7220470Z Examples: 2025-07-24T04:20:35.7220540Z >>> gain = nn.init.calculate_gain( 2025-07-24T04:20:35.7220600Z ... "leaky_relu", 0.2 2025-07-24T04:20:35.7220680Z ... ) # leaky_relu with negative_slope=0.2 2025-07-24T04:20:35.7220720Z 2025-07-24T04:20:35.7221010Z .. _Self-Normalizing Neural Networks: https://papers.nips.cc/paper/2017/hash/5d44ee6f2c3f71b73125876103c8f6c4-Abstract.html 2025-07-24T04:20:35.7221060Z 2025-07-24T04:20:35.7221210Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7221250Z 2025-07-24T04:20:35.7221300Z warnings.warn(msg) 2025-07-24T04:20:35.7221340Z 2025-07-24T04:20:35.7221450Z --- Parse Warning: 30 / 136 --- 2025-07-24T04:20:35.7222160Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DistributedDataParallel.join in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py line=1766. 2025-07-24T04:20:35.7222320Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7222370Z 2025-07-24T04:20:35.7222510Z Context manager for training with uneven inputs across processes in DDP. 2025-07-24T04:20:35.7222550Z 2025-07-24T04:20:35.7222680Z This context manager will keep track of already-joined DDP processes, 2025-07-24T04:20:35.7222810Z and "shadow" the forward and backward passes by inserting collective 2025-07-24T04:20:35.7222950Z communication operations to match with the ones created by non-joined 2025-07-24T04:20:35.7223090Z DDP processes. This will ensure each collective call has a corresponding 2025-07-24T04:20:35.7223220Z call by already-joined DDP processes, preventing hangs or errors that 2025-07-24T04:20:35.7223350Z would otherwise happen when training with uneven inputs across 2025-07-24T04:20:35.7223490Z processes. Alternatively, if the flag ``throw_on_early_termination`` is 2025-07-24T04:20:35.7223620Z specified to be ``True``, all trainers will throw an error once one rank 2025-07-24T04:20:35.7223770Z runs out of inputs, allowing these errors to be caught and handled 2025-07-24T04:20:35.7223840Z according to application logic. 2025-07-24T04:20:35.7223880Z 2025-07-24T04:20:35.7224010Z Once all DDP processes have joined, the context manager will broadcast 2025-07-24T04:20:35.7224140Z the model corresponding to the last joined process to all processes to 2025-07-24T04:20:35.7224240Z ensure the model is the same across all processes 2025-07-24T04:20:35.7224330Z (which is guaranteed by DDP). 2025-07-24T04:20:35.7224370Z 2025-07-24T04:20:35.7224490Z To use this to enable training with uneven inputs across processes, 2025-07-24T04:20:35.7224650Z simply wrap this context manager around your training loop. No further 2025-07-24T04:20:35.7224750Z modifications to the model or data loading is required. 2025-07-24T04:20:35.7224800Z 2025-07-24T04:20:35.7224840Z .. warning:: 2025-07-24T04:20:35.7224990Z If the model or training loop this context manager is wrapped around 2025-07-24T04:20:35.7225100Z has additional distributed collective operations, such as 2025-07-24T04:20:35.7225220Z ``SyncBatchNorm`` in the model's forward pass, then the flag 2025-07-24T04:20:35.7225350Z ``throw_on_early_termination`` must be enabled. This is because this 2025-07-24T04:20:35.7225470Z context manager is not aware of non-DDP collective communication. 2025-07-24T04:20:35.7225580Z This flag will cause all ranks to throw when any one rank 2025-07-24T04:20:35.7225700Z exhausts inputs, allowing these errors to be caught and recovered 2025-07-24T04:20:35.7225760Z from across all ranks. 2025-07-24T04:20:35.7225800Z 2025-07-24T04:20:35.7225840Z Args: 2025-07-24T04:20:35.7225960Z divide_by_initial_world_size (bool): If ``True``, will divide 2025-07-24T04:20:35.7226080Z gradients by the initial ``world_size`` DDP training was launched 2025-07-24T04:20:35.7226190Z with. If ``False``, will compute the effective world size 2025-07-24T04:20:35.7226300Z (number of ranks that have not depleted their inputs yet) and 2025-07-24T04:20:35.7226390Z divide gradients by that during allreduce. Set 2025-07-24T04:20:35.7226500Z ``divide_by_initial_world_size=True`` to ensure every input 2025-07-24T04:20:35.7226630Z sample including the uneven inputs have equal weight in terms of 2025-07-24T04:20:35.7226730Z how much they contribute to the global gradient. This is 2025-07-24T04:20:35.7226840Z achieved by always dividing the gradient by the initial 2025-07-24T04:20:35.7226950Z ``world_size`` even when we encounter uneven inputs. If you set 2025-07-24T04:20:35.7227060Z this to ``False``, we divide the gradient by the remaining 2025-07-24T04:20:35.7227180Z number of nodes. This ensures parity with training on a smaller 2025-07-24T04:20:35.7227290Z ``world_size`` although it also means the uneven inputs would 2025-07-24T04:20:35.7227410Z contribute more towards the global gradient. Typically, you 2025-07-24T04:20:35.7227520Z would want to set this to ``True`` for cases where the last few 2025-07-24T04:20:35.7227640Z inputs of your training job are uneven. In extreme cases, where 2025-07-24T04:20:35.7227750Z there is a large discrepancy in the number of inputs, setting 2025-07-24T04:20:35.7227840Z this to ``False`` might provide better results. 2025-07-24T04:20:35.7227970Z enable (bool): Whether to enable uneven input detection or not. Pass 2025-07-24T04:20:35.7228070Z in ``enable=False`` to disable in cases where you know that 2025-07-24T04:20:35.7228190Z inputs are even across participating processes. Default is 2025-07-24T04:20:35.7228230Z ``True``. 2025-07-24T04:20:35.7228350Z throw_on_early_termination (bool): Whether to throw an error 2025-07-24T04:20:35.7228460Z or continue training when at least one rank has exhausted 2025-07-24T04:20:35.7228600Z inputs. If ``True``, will throw upon the first rank reaching end 2025-07-24T04:20:35.7228700Z of data. If ``False``, will continue training with a smaller 2025-07-24T04:20:35.7228820Z effective world size until all ranks are joined. Note that if 2025-07-24T04:20:35.7228890Z this flag is specified, then the flag 2025-07-24T04:20:35.7229000Z ``divide_by_initial_world_size`` would be ignored. Default 2025-07-24T04:20:35.7229070Z is ``False``. 2025-07-24T04:20:35.7229120Z 2025-07-24T04:20:35.7229160Z 2025-07-24T04:20:35.7229200Z Example:: 2025-07-24T04:20:35.7229240Z 2025-07-24T04:20:35.7229340Z >>> # xdoctest: +SKIP("Distributed") 2025-07-24T04:20:35.7229390Z >>> import torch 2025-07-24T04:20:35.7229460Z >>> import torch.distributed as dist 2025-07-24T04:20:35.7229520Z >>> import os 2025-07-24T04:20:35.7229600Z >>> import torch.multiprocessing as mp 2025-07-24T04:20:35.7229660Z >>> import torch.nn as nn 2025-07-24T04:20:35.7229720Z >>> # On each spawned worker 2025-07-24T04:20:35.7229770Z >>> def worker(rank): 2025-07-24T04:20:35.7229880Z >>> dist.init_process_group("nccl", rank=rank, world_size=2) 2025-07-24T04:20:35.7229950Z >>> torch.cuda.set_device(rank) 2025-07-24T04:20:35.7230030Z >>> model = nn.Linear(1, 1, bias=False).to(rank) 2025-07-24T04:20:35.7230140Z >>> model = torch.nn.parallel.DistributedDataParallel( 2025-07-24T04:20:35.7230230Z >>> model, device_ids=[rank], output_device=rank 2025-07-24T04:20:35.7230270Z >>> ) 2025-07-24T04:20:35.7230360Z >>> # Rank 1 gets one more input than rank 0. 2025-07-24T04:20:35.7230470Z >>> inputs = [torch.tensor([1]).float() for _ in range(10 + rank)] 2025-07-24T04:20:35.7230530Z >>> with model.join(): 2025-07-24T04:20:35.7230590Z >>> for _ in range(5): 2025-07-24T04:20:35.7230650Z >>> for inp in inputs: 2025-07-24T04:20:35.7230720Z >>> loss = model(inp).sum() 2025-07-24T04:20:35.7230780Z >>> loss.backward() 2025-07-24T04:20:35.7230900Z >>> # Without the join() API, the below synchronization will hang 2025-07-24T04:20:35.7230990Z >>> # blocking for rank 1's allreduce to complete. 2025-07-24T04:20:35.7231060Z >>> torch.cuda.synchronize(device=rank) 2025-07-24T04:20:35.7231110Z 2025-07-24T04:20:35.7231260Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7231300Z 2025-07-24T04:20:35.7231350Z warnings.warn(msg) 2025-07-24T04:20:35.7231390Z 2025-07-24T04:20:35.7231490Z --- Parse Warning: 31 / 136 --- 2025-07-24T04:20:35.7232250Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DistributedDataParallel._register_fused_optim in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/parallel/distributed.py line=2057. 2025-07-24T04:20:35.7232410Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7232450Z 2025-07-24T04:20:35.7232640Z Register an optimizer in DDP to optimize parameter immediately after its gradient reduction. 2025-07-24T04:20:35.7232680Z 2025-07-24T04:20:35.7232810Z Registers an optimizer with DDP such that the optimization for a 2025-07-24T04:20:35.7232930Z parameter will run immediately when that parameter's gradient is 2025-07-24T04:20:35.7233060Z finished with reduction, instead of waiting for all parameters' 2025-07-24T04:20:35.7233190Z gradients to finish reduction. This can result in a training speedup 2025-07-24T04:20:35.7233320Z depending on your workload since the optimizer can run while gradient 2025-07-24T04:20:35.7233480Z reduction for other parameters are still ongoing. In addition, this has 2025-07-24T04:20:35.7233620Z the potential to reduce peak memory consumption during training, as it 2025-07-24T04:20:35.7233740Z only needs to load the per-parameter optimizer states of a single 2025-07-24T04:20:35.7233870Z parameter at a time, instead of loading all per-parameter optimizer 2025-07-24T04:20:35.7233920Z states at once. 2025-07-24T04:20:35.7233980Z 2025-07-24T04:20:35.7234020Z Args: 2025-07-24T04:20:35.7234150Z optim (Type): a ``torch.optim.Optimizer`` class to be registered 2025-07-24T04:20:35.7234200Z as a fused optimizer. 2025-07-24T04:20:35.7234320Z *args (Sequence[Any]): Arguments to forward to `optim`. 2025-07-24T04:20:35.7234460Z optim_params (Optional[Iterable[torch.Tensor]]): Set of parameters 2025-07-24T04:20:35.7234630Z to optimize, similar to `params` argument of traditional `torch.optim` 2025-07-24T04:20:35.7234760Z Optimizers. If this is omitted, all DDP model parameters will be 2025-07-24T04:20:35.7234800Z optimized. 2025-07-24T04:20:35.7234930Z **kwargs: (Dict[str, Any]): Keyword arguments to forward to `optim`. 2025-07-24T04:20:35.7234970Z 2025-07-24T04:20:35.7235010Z .. warning :: 2025-07-24T04:20:35.7235140Z _register_fused_optim should only be called once on a DDP instance, 2025-07-24T04:20:35.7235270Z and registering multiple fused optimizers for the same DDP model 2025-07-24T04:20:35.7235350Z is not currently supported. Please ping 2025-07-24T04:20:35.7235490Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-07-24T04:20:35.7235540Z for your use case. 2025-07-24T04:20:35.7235580Z 2025-07-24T04:20:35.7235630Z .. warning :: 2025-07-24T04:20:35.7235740Z _register_fused_optim and register_comm_hook currently do not 2025-07-24T04:20:35.7235870Z compose together, meaning that custom DDP communication hooks are 2025-07-24T04:20:35.7235980Z not supported with overlapped optimizers. Please ping 2025-07-24T04:20:35.7236120Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-07-24T04:20:35.7236170Z for your use case. 2025-07-24T04:20:35.7236210Z 2025-07-24T04:20:35.7236250Z .. warning :: 2025-07-24T04:20:35.7236390Z Gradient accumulation and DDP `no_sync` are currently not supported 2025-07-24T04:20:35.7236470Z with overlapped optimizer. Please ping 2025-07-24T04:20:35.7236600Z https://github.com/pytorch/pytorch/issues/71595 if this is necessary 2025-07-24T04:20:35.7236660Z for your use case. 2025-07-24T04:20:35.7236700Z 2025-07-24T04:20:35.7236740Z Example:: 2025-07-24T04:20:35.7236780Z 2025-07-24T04:20:35.7236860Z >>> # xdoctest: +SKIP("No rendezvous handler") 2025-07-24T04:20:35.7237040Z >>> torch.distributed.init_process_group(backend='nccl', world_size=4, init_method='...') 2025-07-24T04:20:35.7237170Z >>> net = torch.nn.parallel.DistributedDataParallel(model, pg) 2025-07-24T04:20:35.7237220Z >>> lr = 1e-2 2025-07-24T04:20:35.7237270Z >>> betas = (0.9, 0.99) 2025-07-24T04:20:35.7237320Z >>> eps = 1e-6 2025-07-24T04:20:35.7237450Z >>> net._register_fused_optim(torch.optim.Adam, lr, betas=betas, eps=eps) 2025-07-24T04:20:35.7237520Z >>> # Example with subset of parameters 2025-07-24T04:20:35.7237610Z >>> params_to_opt = [list(net.parameters())[0]] 2025-07-24T04:20:35.7237670Z >>> net._register_fused_optim( 2025-07-24T04:20:35.7237810Z ... torch.optim.Adam, lr, optim_params=params_to_opt, betas=betas, eps=eps 2025-07-24T04:20:35.7237860Z ... ) 2025-07-24T04:20:35.7237900Z 2025-07-24T04:20:35.7238050Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7238090Z 2025-07-24T04:20:35.7238140Z warnings.warn(msg) 2025-07-24T04:20:35.7238180Z 2025-07-24T04:20:35.7238310Z --- Parse Warning: 32 / 136 --- 2025-07-24T04:20:35.7239000Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=register_parametrization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/parametrize.py line=424. 2025-07-24T04:20:35.7239160Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7239270Z Register a parametrization to a tensor in a module. 2025-07-24T04:20:35.7239320Z 2025-07-24T04:20:35.7239500Z Assume that ``tensor_name="weight"`` for simplicity. When accessing ``module.weight``, 2025-07-24T04:20:35.7239680Z the module will return the parametrized version ``parametrization(module.weight)``. 2025-07-24T04:20:35.7239860Z If the original tensor requires a gradient, the backward pass will differentiate 2025-07-24T04:20:35.7240040Z through :attr:`parametrization`, and the optimizer will update the tensor accordingly. 2025-07-24T04:20:35.7240080Z 2025-07-24T04:20:35.7240270Z The first time that a module registers a parametrization, this function will add an attribute 2025-07-24T04:20:35.7240420Z ``parametrizations`` to the module of type :class:`~ParametrizationList`. 2025-07-24T04:20:35.7240460Z 2025-07-24T04:20:35.7240620Z The list of parametrizations on the tensor ``weight`` will be accessible under 2025-07-24T04:20:35.7240700Z ``module.parametrizations.weight``. 2025-07-24T04:20:35.7240740Z 2025-07-24T04:20:35.7240820Z The original tensor will be accessible under 2025-07-24T04:20:35.7240910Z ``module.parametrizations.weight.original``. 2025-07-24T04:20:35.7240950Z 2025-07-24T04:20:35.7241120Z Parametrizations may be concatenated by registering several parametrizations 2025-07-24T04:20:35.7241170Z on the same attribute. 2025-07-24T04:20:35.7241220Z 2025-07-24T04:20:35.7241370Z The training mode of a registered parametrization is updated on registration 2025-07-24T04:20:35.7241450Z to match the training mode of the host module 2025-07-24T04:20:35.7241490Z 2025-07-24T04:20:35.7241670Z Parametrized parameters and buffers have an inbuilt caching system that can be activated 2025-07-24T04:20:35.7241750Z using the context manager :func:`cached`. 2025-07-24T04:20:35.7241790Z 2025-07-24T04:20:35.7241940Z A :attr:`parametrization` may optionally implement a method with signature 2025-07-24T04:20:35.7241980Z 2025-07-24T04:20:35.7242030Z .. code-block:: python 2025-07-24T04:20:35.7242070Z 2025-07-24T04:20:35.7242210Z def right_inverse(self, X: Tensor) -> Union[Tensor, Sequence[Tensor]] 2025-07-24T04:20:35.7242250Z 2025-07-24T04:20:35.7242410Z This method is called on the unparametrized tensor when the first parametrization 2025-07-24T04:20:35.7242540Z is registered to compute the initial value of the original tensor. 2025-07-24T04:20:35.7242730Z If this method is not implemented, the original tensor will be just the unparametrized tensor. 2025-07-24T04:20:35.7242770Z 2025-07-24T04:20:35.7242960Z If all the parametrizations registered on a tensor implement `right_inverse` it is possible 2025-07-24T04:20:35.7243130Z to initialize a parametrized tensor by assigning to it, as shown in the example below. 2025-07-24T04:20:35.7243170Z 2025-07-24T04:20:35.7243310Z It is possible for the first parametrization to depend on several inputs. 2025-07-24T04:20:35.7243460Z This may be implemented returning a tuple of tensors from ``right_inverse`` 2025-07-24T04:20:35.7243600Z (see the example implementation of a ``RankOne`` parametrization below). 2025-07-24T04:20:35.7243650Z 2025-07-24T04:20:35.7243850Z In this case, the unconstrained tensors are also located under ``module.parametrizations.weight`` 2025-07-24T04:20:35.7243990Z with names ``original0``, ``original1``,... 2025-07-24T04:20:35.7244030Z 2025-07-24T04:20:35.7244080Z .. note:: 2025-07-24T04:20:35.7244120Z 2025-07-24T04:20:35.7244280Z If unsafe=False (default) both the forward and right_inverse methods will be called 2025-07-24T04:20:35.7244380Z once to perform a number of consistency checks. 2025-07-24T04:20:35.7244540Z If unsafe=True, then right_inverse will be called if the tensor is not parametrized, 2025-07-24T04:20:35.7244650Z and nothing will be called otherwise. 2025-07-24T04:20:35.7244690Z 2025-07-24T04:20:35.7244730Z .. note:: 2025-07-24T04:20:35.7244780Z 2025-07-24T04:20:35.7244920Z In most situations, ``right_inverse`` will be a function such that 2025-07-24T04:20:35.7244990Z ``forward(right_inverse(X)) == X`` (see 2025-07-24T04:20:35.7245190Z `right inverse `_). 2025-07-24T04:20:35.7245340Z Sometimes, when the parametrization is not surjective, it may be reasonable 2025-07-24T04:20:35.7245400Z to relax this. 2025-07-24T04:20:35.7245440Z 2025-07-24T04:20:35.7245480Z .. warning:: 2025-07-24T04:20:35.7245520Z 2025-07-24T04:20:35.7245690Z If a parametrization depends on several inputs, :func:`~register_parametrization` 2025-07-24T04:20:35.7245850Z will register a number of new parameters. If such parametrization is registered 2025-07-24T04:20:35.7246010Z after the optimizer is created, these new parameters will need to be added manually 2025-07-24T04:20:35.7246140Z to the optimizer. See :meth:`torch.Optimizer.add_param_group`. 2025-07-24T04:20:35.7246180Z 2025-07-24T04:20:35.7246220Z Args: 2025-07-24T04:20:35.7246350Z module (nn.Module): module on which to register the parametrization 2025-07-24T04:20:35.7246490Z tensor_name (str): name of the parameter or buffer on which to register 2025-07-24T04:20:35.7246550Z the parametrization 2025-07-24T04:20:35.7246680Z parametrization (nn.Module): the parametrization to register 2025-07-24T04:20:35.7246730Z Keyword args: 2025-07-24T04:20:35.7246860Z unsafe (bool): a boolean flag that denotes whether the parametrization 2025-07-24T04:20:35.7246980Z may change the dtype and shape of the tensor. Default: `False` 2025-07-24T04:20:35.7247140Z Warning: the parametrization is not checked for consistency upon registration. 2025-07-24T04:20:35.7247210Z Enable this flag at your own risk. 2025-07-24T04:20:35.7247250Z 2025-07-24T04:20:35.7247300Z Raises: 2025-07-24T04:20:35.7247470Z ValueError: if the module does not have a parameter or a buffer named :attr:`tensor_name` 2025-07-24T04:20:35.7247520Z 2025-07-24T04:20:35.7247560Z Examples: 2025-07-24T04:20:35.7247660Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_LAPACK) 2025-07-24T04:20:35.7247710Z >>> import torch 2025-07-24T04:20:35.7247770Z >>> import torch.nn as nn 2025-07-24T04:20:35.7247860Z >>> import torch.nn.utils.parametrize as P 2025-07-24T04:20:35.7247900Z >>> 2025-07-24T04:20:35.7247960Z >>> class Symmetric(nn.Module): 2025-07-24T04:20:35.7248030Z >>> def forward(self, X): 2025-07-24T04:20:35.7248140Z >>> return X.triu() + X.triu(1).T # Return a symmetric matrix 2025-07-24T04:20:35.7248180Z >>> 2025-07-24T04:20:35.7248250Z >>> def right_inverse(self, A): 2025-07-24T04:20:35.7248300Z >>> return A.triu() 2025-07-24T04:20:35.7248350Z >>> 2025-07-24T04:20:35.7248400Z >>> m = nn.Linear(5, 5) 2025-07-24T04:20:35.7248510Z >>> P.register_parametrization(m, "weight", Symmetric()) 2025-07-24T04:20:35.7248660Z >>> print(torch.allclose(m.weight, m.weight.T)) # m.weight is now symmetric 2025-07-24T04:20:35.7248750Z True 2025-07-24T04:20:35.7248800Z >>> A = torch.rand(5, 5) 2025-07-24T04:20:35.7248880Z >>> A = A + A.T # A is now symmetric 2025-07-24T04:20:35.7249000Z >>> m.weight = A # Initialize the weight to be the symmetric matrix A 2025-07-24T04:20:35.7249070Z >>> print(torch.allclose(m.weight, A)) 2025-07-24T04:20:35.7249110Z True 2025-07-24T04:20:35.7249170Z 2025-07-24T04:20:35.7249240Z >>> class RankOne(nn.Module): 2025-07-24T04:20:35.7249300Z >>> def forward(self, x, y): 2025-07-24T04:20:35.7249420Z >>> # Form a rank 1 matrix multiplying two vectors 2025-07-24T04:20:35.7249500Z >>> return x.unsqueeze(-1) @ y.unsqueeze(-2) 2025-07-24T04:20:35.7249550Z >>> 2025-07-24T04:20:35.7249630Z >>> def right_inverse(self, Z): 2025-07-24T04:20:35.7249710Z >>> # Project Z onto the rank 1 matrices 2025-07-24T04:20:35.7249810Z >>> U, S, Vh = torch.linalg.svd(Z, full_matrices=False) 2025-07-24T04:20:35.7249880Z >>> # Return rescaled singular vectors 2025-07-24T04:20:35.7249950Z >>> s0_sqrt = S[0].sqrt().unsqueeze(-1) 2025-07-24T04:20:35.7250050Z >>> return U[..., :, 0] * s0_sqrt, Vh[..., 0, :] * s0_sqrt 2025-07-24T04:20:35.7250090Z >>> 2025-07-24T04:20:35.7250180Z >>> linear_rank_one = P.register_parametrization( 2025-07-24T04:20:35.7250260Z ... nn.Linear(4, 4), "weight", RankOne() 2025-07-24T04:20:35.7250300Z ... ) 2025-07-24T04:20:35.7250430Z >>> print(torch.linalg.matrix_rank(linear_rank_one.weight).item()) 2025-07-24T04:20:35.7250470Z 1 2025-07-24T04:20:35.7250510Z 2025-07-24T04:20:35.7250550Z 2025-07-24T04:20:35.7250710Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7250750Z 2025-07-24T04:20:35.7250810Z warnings.warn(msg) 2025-07-24T04:20:35.7250840Z 2025-07-24T04:20:35.7250950Z --- Parse Warning: 33 / 136 --- 2025-07-24T04:20:35.7251670Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=convert_conv2d_weight_memory_format in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/memory_format.py line=14. 2025-07-24T04:20:35.7251820Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7251960Z Convert ``memory_format`` of ``nn.Conv2d.weight`` to ``memory_format``. 2025-07-24T04:20:35.7252000Z 2025-07-24T04:20:35.7252170Z The conversion recursively applies to nested ``nn.Module``, including ``module``. 2025-07-24T04:20:35.7252330Z Note that it only changes the memory_format, but not the semantics of each dimensions. 2025-07-24T04:20:35.7252490Z This function is used to facilitate the computation to adopt NHWC kernels, which 2025-07-24T04:20:35.7252680Z provides considerable speed up for fp16 data on CUDA devices with compute capability >= 7.0 2025-07-24T04:20:35.7252720Z 2025-07-24T04:20:35.7252760Z .. note:: 2025-07-24T04:20:35.7252910Z Calling ``model.to(memory_format=torch.channels_last)`` is more aggressive 2025-07-24T04:20:35.7253040Z than the utility function ``convert_conv2d_weight_memory_format``. Any 2025-07-24T04:20:35.7253170Z layer with 4d weight will be affected by ``model.to``, which does not 2025-07-24T04:20:35.7253310Z necessarily benefit from conversion to specified ``memory_format``. 2025-07-24T04:20:35.7253450Z One place we are confident in is that NHWC(channels_last) conversion for 2025-07-24T04:20:35.7253580Z convolution in cuDNN, as it is beneficial to run convolution in NHWC, 2025-07-24T04:20:35.7253730Z even in cases where we have to apply permutation to input tensors. 2025-07-24T04:20:35.7253780Z 2025-07-24T04:20:35.7253910Z Hence our strategy here is to convert only the weight of convolution to 2025-07-24T04:20:35.7253980Z channels_last. This ensures that; 2025-07-24T04:20:35.7254120Z 1. Fast convolution kernels will be used, the benefit of which could 2025-07-24T04:20:35.7254250Z outweigh overhead of permutation (if input is not in the same format). 2025-07-24T04:20:35.7254420Z 2. No unnecessary permutations are applied on layers that do not benefit 2025-07-24T04:20:35.7254490Z from memory_format conversion. 2025-07-24T04:20:35.7254550Z 2025-07-24T04:20:35.7254690Z The optimal case is that, layers between convolution layers are channels 2025-07-24T04:20:35.7254860Z last compatible. Input tensor would be permuted to channels last when it 2025-07-24T04:20:35.7255000Z encounters the first convolution layer and stay in that memory format. 2025-07-24T04:20:35.7255150Z Hence following convolutions will not need to permute its input tensor. 2025-07-24T04:20:35.7255190Z 2025-07-24T04:20:35.7255320Z In case where a channels last incompatible layer is between convolution 2025-07-24T04:20:35.7255450Z layers, we need to permute the input tensor back to contiguous format 2025-07-24T04:20:35.7255600Z for that layer. The input tensor will go through the remaining layers in 2025-07-24T04:20:35.7255730Z contiguous format and be permuted to channels last when it encounters 2025-07-24T04:20:35.7255860Z another convolution layer. There's no point in propagating that 2025-07-24T04:20:35.7255990Z permutation to an earlier layer, as most layers are quite agnostic to 2025-07-24T04:20:35.7256050Z ``memory_format``. 2025-07-24T04:20:35.7256090Z 2025-07-24T04:20:35.7256230Z This claim might change when PyTorch supports fusion of permutation, as 2025-07-24T04:20:35.7256360Z there might have been a better spot to fuse the permutation other than 2025-07-24T04:20:35.7256430Z immediately before a convolution. 2025-07-24T04:20:35.7256480Z 2025-07-24T04:20:35.7256520Z Args: 2025-07-24T04:20:35.7256650Z module (nn.Module): ``nn.Conv2d`` & ``nn.ConvTranspose2d`` or container 2025-07-24T04:20:35.7256710Z ``nn.Module`` 2025-07-24T04:20:35.7256810Z memory_format: user specified ``memory_format``, 2025-07-24T04:20:35.7256920Z e.g. ``torch.channels_last`` or ``torch.contiguous_format`` 2025-07-24T04:20:35.7256960Z 2025-07-24T04:20:35.7257000Z Returns: 2025-07-24T04:20:35.7257090Z The original module with updated ``nn.Conv2d`` 2025-07-24T04:20:35.7257130Z 2025-07-24T04:20:35.7257180Z Example: 2025-07-24T04:20:35.7257270Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:35.7257370Z >>> # xdoctest: +REQUIRES(env:CUBLAS_WORKSPACE_CONFIG) 2025-07-24T04:20:35.7257430Z >>> input = torch.randint( 2025-07-24T04:20:35.7257520Z ... 1, 10, (2, 8, 4, 4), dtype=torch.float16, device="cuda" 2025-07-24T04:20:35.7257560Z ... ) 2025-07-24T04:20:35.7257620Z >>> model = nn.Sequential( 2025-07-24T04:20:35.7257700Z >>> nn.Conv2d(8, 4, 3)).cuda().half() 2025-07-24T04:20:35.7257750Z >>> # This is identical to: 2025-07-24T04:20:35.7257900Z >>> # nn.utils.convert_conv2d_weight_memory_format(model, torch.channels_last) 2025-07-24T04:20:35.7258010Z >>> model = nn.utils.convert_conv2d_weight_memory_format( 2025-07-24T04:20:35.7258080Z ... model, torch.channels_last 2025-07-24T04:20:35.7258120Z ... ) 2025-07-24T04:20:35.7258180Z >>> out = model(input) 2025-07-24T04:20:35.7258220Z 2025-07-24T04:20:35.7258390Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7258430Z 2025-07-24T04:20:35.7258480Z warnings.warn(msg) 2025-07-24T04:20:35.7258520Z 2025-07-24T04:20:35.7258620Z --- Parse Warning: 34 / 136 --- 2025-07-24T04:20:35.7259340Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=convert_conv3d_weight_memory_format in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/memory_format.py line=93. 2025-07-24T04:20:35.7259540Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7259670Z Convert ``memory_format`` of ``nn.Conv3d.weight`` to ``memory_format`` 2025-07-24T04:20:35.7259860Z The conversion recursively applies to nested ``nn.Module``, including ``module``. 2025-07-24T04:20:35.7260030Z Note that it only changes the memory_format, but not the semantics of each dimensions. 2025-07-24T04:20:35.7260180Z This function is used to facilitate the computation to adopt NHWC kernels, which 2025-07-24T04:20:35.7260370Z provides considerable speed up for fp16 data on CUDA devices with compute capability >= 7.0 2025-07-24T04:20:35.7260410Z 2025-07-24T04:20:35.7260460Z .. note:: 2025-07-24T04:20:35.7260610Z Calling ``model.to(memory_format=torch.channels_last_3d)`` is more aggressive 2025-07-24T04:20:35.7260740Z than the utility function ``convert_conv3d_weight_memory_format``. Any 2025-07-24T04:20:35.7260870Z layer with 4d weight will be affected by ``model.to``, which does not 2025-07-24T04:20:35.7261010Z necessarily benefit from conversion to specified ``memory_format``. 2025-07-24T04:20:35.7261150Z One place we are confident in is that NDHWC(channels_last_3d) conversion for 2025-07-24T04:20:35.7261290Z convolution in cuDNN, as it is beneficial to run convolution in NDHWC, 2025-07-24T04:20:35.7261410Z even in cases where we have to apply permutation to input tensors. 2025-07-24T04:20:35.7261450Z 2025-07-24T04:20:35.7261600Z Hence our strategy here is to convert only the weight of convolution to 2025-07-24T04:20:35.7261670Z channels_last_3d. This ensures that; 2025-07-24T04:20:35.7261800Z 1. Fast convolution kernels will be used, the benefit of which could 2025-07-24T04:20:35.7261940Z outweigh overhead of permutation (if input is not in the same format). 2025-07-24T04:20:35.7262090Z 2. No unnecessary permutations are applied on layers that do not benefit 2025-07-24T04:20:35.7262150Z from memory_format conversion. 2025-07-24T04:20:35.7262200Z 2025-07-24T04:20:35.7262340Z The optimal case is that, layers between convolution layers are channels 2025-07-24T04:20:35.7262480Z last compatible. Input tensor would be permuted to channels last when it 2025-07-24T04:20:35.7262620Z encounters the first convolution layer and stay in that memory format. 2025-07-24T04:20:35.7262760Z Hence following convolutions will not need to permute its input tensor. 2025-07-24T04:20:35.7262810Z 2025-07-24T04:20:35.7262940Z In case where a channels last incompatible layer is between convolution 2025-07-24T04:20:35.7263070Z layers, we need to permute the input tensor back to contiguous format 2025-07-24T04:20:35.7263200Z for that layer. The input tensor will go through the remaining layers in 2025-07-24T04:20:35.7263340Z contiguous format and be permuted to channels last when it encounters 2025-07-24T04:20:35.7263470Z another convolution layer. There's no point in propagating that 2025-07-24T04:20:35.7263610Z permutation to an earlier layer, as most layers are quite agnostic to 2025-07-24T04:20:35.7263660Z ``memory_format``. 2025-07-24T04:20:35.7263740Z 2025-07-24T04:20:35.7263880Z This claim might change when PyTorch supports fusion of permutation, as 2025-07-24T04:20:35.7264010Z there might have been a better spot to fuse the permutation other than 2025-07-24T04:20:35.7264080Z immediately before a convolution. 2025-07-24T04:20:35.7264120Z 2025-07-24T04:20:35.7264160Z Args: 2025-07-24T04:20:35.7264290Z module (nn.Module): ``nn.Conv3d`` & ``nn.ConvTranspose3d`` or container 2025-07-24T04:20:35.7264510Z ``nn.Module`` 2025-07-24T04:20:35.7264610Z memory_format: user specified ``memory_format``, 2025-07-24T04:20:35.7267970Z e.g. ``torch.channels_last`` or ``torch.contiguous_format`` 2025-07-24T04:20:35.7268030Z 2025-07-24T04:20:35.7268080Z Returns: 2025-07-24T04:20:35.7268190Z The original module with updated ``nn.Conv3d`` 2025-07-24T04:20:35.7268240Z 2025-07-24T04:20:35.7268280Z Example: 2025-07-24T04:20:35.7268370Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:35.7268460Z >>> # xdoctest: +REQUIRES(env:CUBLAS_WORKSPACE_CONFIG) 2025-07-24T04:20:35.7268530Z >>> input = torch.randint( 2025-07-24T04:20:35.7268620Z ... 1, 10, (2, 8, 4, 4, 4), dtype=torch.float16, device="cuda" 2025-07-24T04:20:35.7268670Z ... ) 2025-07-24T04:20:35.7268720Z >>> model = nn.Sequential( 2025-07-24T04:20:35.7268800Z >>> nn.Conv3d(8, 4, 3)).cuda().half() 2025-07-24T04:20:35.7268890Z >>> # This is identical to: 2025-07-24T04:20:35.7269060Z >>> # nn.utils.convert_conv3d_weight_memory_format(model, torch.channels_last_3d) 2025-07-24T04:20:35.7269160Z >>> model = nn.utils.convert_conv3d_weight_memory_format( 2025-07-24T04:20:35.7269230Z ... model, torch.channels_last_3d 2025-07-24T04:20:35.7269270Z ... ) 2025-07-24T04:20:35.7269330Z >>> out = model(input) 2025-07-24T04:20:35.7269370Z 2025-07-24T04:20:35.7269530Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7269570Z 2025-07-24T04:20:35.7269620Z warnings.warn(msg) 2025-07-24T04:20:35.7269660Z 2025-07-24T04:20:35.7269800Z --- Parse Warning: 35 / 136 --- 2025-07-24T04:20:35.7270450Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ln_structured in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py line=979. 2025-07-24T04:20:35.7270610Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7270800Z Prune tensor by removing channels with the lowest L\ ``n``-norm along the specified dimension. 2025-07-24T04:20:35.7270840Z 2025-07-24T04:20:35.7270980Z Prunes tensor corresponding to parameter called ``name`` in ``module`` 2025-07-24T04:20:35.7271110Z by removing the specified ``amount`` of (currently unpruned) channels 2025-07-24T04:20:35.7271220Z along the specified ``dim`` with the lowest L\ ``n``-norm. 2025-07-24T04:20:35.7271340Z Modifies module in place (and also return the modified module) 2025-07-24T04:20:35.7271390Z by: 2025-07-24T04:20:35.7271430Z 2025-07-24T04:20:35.7271560Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-07-24T04:20:35.7271690Z binary mask applied to the parameter ``name`` by the pruning method. 2025-07-24T04:20:35.7271820Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-07-24T04:20:35.7271950Z original (unpruned) parameter is stored in a new parameter named 2025-07-24T04:20:35.7272000Z ``name+'_orig'``. 2025-07-24T04:20:35.7272040Z 2025-07-24T04:20:35.7272080Z Args: 2025-07-24T04:20:35.7272220Z module (nn.Module): module containing the tensor to prune 2025-07-24T04:20:35.7272340Z name (str): parameter name within ``module`` on which pruning 2025-07-24T04:20:35.7272390Z will act. 2025-07-24T04:20:35.7272490Z amount (int or float): quantity of parameters to prune. 2025-07-24T04:20:35.7272600Z If ``float``, should be between 0.0 and 1.0 and represent the 2025-07-24T04:20:35.7272750Z fraction of parameters to prune. If ``int``, it represents the 2025-07-24T04:20:35.7272830Z absolute number of parameters to prune. 2025-07-24T04:20:35.7272990Z n (int, float, inf, -inf, 'fro', 'nuc'): See documentation of valid 2025-07-24T04:20:35.7273090Z entries for argument ``p`` in :func:`torch.norm`. 2025-07-24T04:20:35.7273240Z dim (int): index of the dim along which we define channels to prune. 2025-07-24T04:20:35.7273390Z importance_scores (torch.Tensor): tensor of importance scores (of same 2025-07-24T04:20:35.7273500Z shape as module parameter) used to compute mask for pruning. 2025-07-24T04:20:35.7273640Z The values in this tensor indicate the importance of the corresponding 2025-07-24T04:20:35.7273720Z elements in the parameter being pruned. 2025-07-24T04:20:35.7273860Z If unspecified or None, the module parameter will be used in its place. 2025-07-24T04:20:35.7273900Z 2025-07-24T04:20:35.7273950Z Returns: 2025-07-24T04:20:35.7274080Z module (nn.Module): modified (i.e. pruned) version of the input module 2025-07-24T04:20:35.7274120Z 2025-07-24T04:20:35.7274170Z Examples: 2025-07-24T04:20:35.7274240Z >>> from torch.nn.utils import prune 2025-07-24T04:20:35.7274310Z >>> m = prune.ln_structured( 2025-07-24T04:20:35.7274420Z ... nn.Conv2d(5, 3, 2), "weight", amount=0.3, dim=1, n=float("-inf") 2025-07-24T04:20:35.7274470Z ... ) 2025-07-24T04:20:35.7274510Z 2025-07-24T04:20:35.7274660Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7274700Z 2025-07-24T04:20:35.7274750Z warnings.warn(msg) 2025-07-24T04:20:35.7274790Z 2025-07-24T04:20:35.7274890Z --- Parse Warning: 36 / 136 --- 2025-07-24T04:20:35.7275560Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=global_unstructured in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py line=1026. 2025-07-24T04:20:35.7275720Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7275760Z 2025-07-24T04:20:35.7276020Z Globally prunes tensors corresponding to all parameters in ``parameters`` by applying the specified ``pruning_method``. 2025-07-24T04:20:35.7276060Z 2025-07-24T04:20:35.7276120Z Modifies modules in place by: 2025-07-24T04:20:35.7276160Z 2025-07-24T04:20:35.7276290Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-07-24T04:20:35.7276420Z binary mask applied to the parameter ``name`` by the pruning method. 2025-07-24T04:20:35.7276550Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-07-24T04:20:35.7276680Z original (unpruned) parameter is stored in a new parameter named 2025-07-24T04:20:35.7276730Z ``name+'_orig'``. 2025-07-24T04:20:35.7276770Z 2025-07-24T04:20:35.7276810Z Args: 2025-07-24T04:20:35.7276940Z parameters (Iterable of (module, name) tuples): parameters of 2025-07-24T04:20:35.7277060Z the model to prune in a global fashion, i.e. by aggregating all 2025-07-24T04:20:35.7277190Z weights prior to deciding which ones to prune. module must be of 2025-07-24T04:20:35.7277280Z type :class:`nn.Module`, and name must be a string. 2025-07-24T04:20:35.7277440Z pruning_method (function): a valid pruning function from this module, 2025-07-24T04:20:35.7277560Z or a custom one implemented by the user that satisfies the 2025-07-24T04:20:35.7277690Z implementation guidelines and has ``PRUNING_TYPE='unstructured'``. 2025-07-24T04:20:35.7277840Z importance_scores (dict): a dictionary mapping (module, name) tuples to 2025-07-24T04:20:35.7277990Z the corresponding parameter's importance scores tensor. The tensor 2025-07-24T04:20:35.7278120Z should be the same shape as the parameter, and is used for computing 2025-07-24T04:20:35.7278170Z mask for pruning. 2025-07-24T04:20:35.7278320Z If unspecified or None, the parameter will be used in place of its 2025-07-24T04:20:35.7278380Z importance scores. 2025-07-24T04:20:35.7278480Z kwargs: other keyword arguments such as: 2025-07-24T04:20:35.7278610Z amount (int or float): quantity of parameters to prune across the 2025-07-24T04:20:35.7278670Z specified parameters. 2025-07-24T04:20:35.7278770Z If ``float``, should be between 0.0 and 1.0 and represent the 2025-07-24T04:20:35.7278900Z fraction of parameters to prune. If ``int``, it represents the 2025-07-24T04:20:35.7278970Z absolute number of parameters to prune. 2025-07-24T04:20:35.7279010Z 2025-07-24T04:20:35.7279060Z Raises: 2025-07-24T04:20:35.7279150Z TypeError: if ``PRUNING_TYPE != 'unstructured'`` 2025-07-24T04:20:35.7279190Z 2025-07-24T04:20:35.7279230Z Note: 2025-07-24T04:20:35.7279370Z Since global structured pruning doesn't make much sense unless the 2025-07-24T04:20:35.7279490Z norm is normalized by the size of the parameter, we now limit the 2025-07-24T04:20:35.7279580Z scope of global pruning to unstructured methods. 2025-07-24T04:20:35.7279620Z 2025-07-24T04:20:35.7279670Z Examples: 2025-07-24T04:20:35.7279740Z >>> from torch.nn.utils import prune 2025-07-24T04:20:35.7279810Z >>> from collections import OrderedDict 2025-07-24T04:20:35.7279870Z >>> net = nn.Sequential( 2025-07-24T04:20:35.7279920Z ... OrderedDict( 2025-07-24T04:20:35.7279960Z ... [ 2025-07-24T04:20:35.7280040Z ... ("first", nn.Linear(10, 4)), 2025-07-24T04:20:35.7280110Z ... ("second", nn.Linear(4, 1)), 2025-07-24T04:20:35.7280150Z ... ] 2025-07-24T04:20:35.7280200Z ... ) 2025-07-24T04:20:35.7280240Z ... ) 2025-07-24T04:20:35.7280300Z >>> parameters_to_prune = ( 2025-07-24T04:20:35.7280360Z ... (net.first, "weight"), 2025-07-24T04:20:35.7280420Z ... (net.second, "weight"), 2025-07-24T04:20:35.7280460Z ... ) 2025-07-24T04:20:35.7280520Z >>> prune.global_unstructured( 2025-07-24T04:20:35.7280580Z ... parameters_to_prune, 2025-07-24T04:20:35.7280660Z ... pruning_method=prune.L1Unstructured, 2025-07-24T04:20:35.7280710Z ... amount=10, 2025-07-24T04:20:35.7280750Z ... ) 2025-07-24T04:20:35.7280890Z >>> print(sum(torch.nn.utils.parameters_to_vector(net.buffers()) == 0)) 2025-07-24T04:20:35.7280930Z tensor(10) 2025-07-24T04:20:35.7280970Z 2025-07-24T04:20:35.7281010Z 2025-07-24T04:20:35.7281160Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7281210Z 2025-07-24T04:20:35.7281260Z warnings.warn(msg) 2025-07-24T04:20:35.7281300Z 2025-07-24T04:20:35.7281400Z --- Parse Warning: 37 / 136 --- 2025-07-24T04:20:35.7282060Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=custom_from_mask in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/prune.py line=1149. 2025-07-24T04:20:35.7282230Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7282470Z Prune tensor corresponding to parameter called ``name`` in ``module`` by applying the pre-computed mask in ``mask``. 2025-07-24T04:20:35.7282510Z 2025-07-24T04:20:35.7282640Z Modifies module in place (and also return the modified module) by: 2025-07-24T04:20:35.7282680Z 2025-07-24T04:20:35.7282810Z 1) adding a named buffer called ``name+'_mask'`` corresponding to the 2025-07-24T04:20:35.7282960Z binary mask applied to the parameter ``name`` by the pruning method. 2025-07-24T04:20:35.7283120Z 2) replacing the parameter ``name`` by its pruned version, while the 2025-07-24T04:20:35.7283250Z original (unpruned) parameter is stored in a new parameter named 2025-07-24T04:20:35.7283300Z ``name+'_orig'``. 2025-07-24T04:20:35.7283360Z 2025-07-24T04:20:35.7283410Z Args: 2025-07-24T04:20:35.7283520Z module (nn.Module): module containing the tensor to prune 2025-07-24T04:20:35.7283630Z name (str): parameter name within ``module`` on which pruning 2025-07-24T04:20:35.7283680Z will act. 2025-07-24T04:20:35.7283790Z mask (Tensor): binary mask to be applied to the parameter. 2025-07-24T04:20:35.7283830Z 2025-07-24T04:20:35.7283870Z Returns: 2025-07-24T04:20:35.7284010Z module (nn.Module): modified (i.e. pruned) version of the input module 2025-07-24T04:20:35.7284050Z 2025-07-24T04:20:35.7284090Z Examples: 2025-07-24T04:20:35.7284170Z >>> from torch.nn.utils import prune 2025-07-24T04:20:35.7284230Z >>> m = prune.custom_from_mask( 2025-07-24T04:20:35.7284340Z ... nn.Linear(5, 3), name="bias", mask=torch.tensor([0, 1, 0]) 2025-07-24T04:20:35.7284380Z ... ) 2025-07-24T04:20:35.7284440Z >>> print(m.bias_mask) 2025-07-24T04:20:35.7284490Z tensor([0., 1., 0.]) 2025-07-24T04:20:35.7284530Z 2025-07-24T04:20:35.7284580Z 2025-07-24T04:20:35.7284730Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7284770Z 2025-07-24T04:20:35.7284820Z warnings.warn(msg) 2025-07-24T04:20:35.7284860Z 2025-07-24T04:20:35.7284960Z --- Parse Warning: 38 / 136 --- 2025-07-24T04:20:35.7285620Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=pad_packed_sequence in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/rnn.py line=342. 2025-07-24T04:20:35.7285780Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7285860Z Pad a packed batch of variable length sequences. 2025-07-24T04:20:35.7285910Z 2025-07-24T04:20:35.7286020Z It is an inverse operation to :func:`pack_padded_sequence`. 2025-07-24T04:20:35.7286060Z 2025-07-24T04:20:35.7286230Z The returned Tensor's data will be of size ``T x B x *`` (if :attr:`batch_first` is ``False``) 2025-07-24T04:20:35.7286380Z or ``B x T x *`` (if :attr:`batch_first` is ``True``) , where ``T`` is the length of the longest 2025-07-24T04:20:35.7286450Z sequence and ``B`` is the batch size. 2025-07-24T04:20:35.7286490Z 2025-07-24T04:20:35.7286540Z Example: 2025-07-24T04:20:35.7286680Z >>> from torch.nn.utils.rnn import pack_padded_sequence, pad_packed_sequence 2025-07-24T04:20:35.7286780Z >>> seq = torch.tensor([[1, 2, 0], [3, 0, 0], [4, 5, 6]]) 2025-07-24T04:20:35.7286830Z >>> lens = [2, 1, 3] 2025-07-24T04:20:35.7286900Z >>> packed = pack_padded_sequence( 2025-07-24T04:20:35.7287000Z ... seq, lens, batch_first=True, enforce_sorted=False 2025-07-24T04:20:35.7287040Z ... ) 2025-07-24T04:20:35.7287080Z >>> packed 2025-07-24T04:20:35.7287270Z PackedSequence(data=tensor([4, 1, 3, 5, 2, 6]), batch_sizes=tensor([3, 2, 1]), 2025-07-24T04:20:35.7287410Z sorted_indices=tensor([2, 0, 1]), unsorted_indices=tensor([1, 2, 0])) 2025-07-24T04:20:35.7287560Z >>> seq_unpacked, lens_unpacked = pad_packed_sequence(packed, batch_first=True) 2025-07-24T04:20:35.7287610Z >>> seq_unpacked 2025-07-24T04:20:35.7287660Z tensor([[1, 2, 0], 2025-07-24T04:20:35.7287740Z [3, 0, 0], 2025-07-24T04:20:35.7287790Z [4, 5, 6]]) 2025-07-24T04:20:35.7287840Z >>> lens_unpacked 2025-07-24T04:20:35.7287890Z tensor([2, 1, 3]) 2025-07-24T04:20:35.7287950Z 2025-07-24T04:20:35.7288000Z .. note:: 2025-07-24T04:20:35.7288090Z :attr:`total_length` is useful to implement the 2025-07-24T04:20:35.7288240Z ``pack sequence -> recurrent network -> unpack sequence`` pattern in a 2025-07-24T04:20:35.7288380Z :class:`~torch.nn.Module` wrapped in :class:`~torch.nn.DataParallel`. 2025-07-24T04:20:35.7288530Z See :ref:`this FAQ section ` for 2025-07-24T04:20:35.7288570Z details. 2025-07-24T04:20:35.7288610Z 2025-07-24T04:20:35.7288650Z Args: 2025-07-24T04:20:35.7288730Z sequence (PackedSequence): batch to pad 2025-07-24T04:20:35.7288880Z batch_first (bool, optional): if ``True``, the output will be in ``B x T x *`` 2025-07-24T04:20:35.7288950Z format, ``T x B x *`` otherwise. 2025-07-24T04:20:35.7289070Z padding_value (float, optional): values for padded elements. 2025-07-24T04:20:35.7289210Z total_length (int, optional): if not ``None``, the output will be padded to 2025-07-24T04:20:35.7289360Z have length :attr:`total_length`. This method will throw :class:`ValueError` 2025-07-24T04:20:35.7289470Z if :attr:`total_length` is less than the max sequence length in 2025-07-24T04:20:35.7289530Z :attr:`sequence`. 2025-07-24T04:20:35.7289570Z 2025-07-24T04:20:35.7289610Z Returns: 2025-07-24T04:20:35.7289730Z Tuple of Tensor containing the padded sequence, and a Tensor 2025-07-24T04:20:35.7289850Z containing the list of lengths of each sequence in the batch. 2025-07-24T04:20:35.7289990Z Batch elements will be re-ordered as they were ordered originally when 2025-07-24T04:20:35.7290120Z the batch was passed to ``pack_padded_sequence`` or ``pack_sequence``. 2025-07-24T04:20:35.7290170Z 2025-07-24T04:20:35.7290320Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7290360Z 2025-07-24T04:20:35.7290410Z warnings.warn(msg) 2025-07-24T04:20:35.7290450Z 2025-07-24T04:20:35.7290550Z --- Parse Warning: 39 / 136 --- 2025-07-24T04:20:35.7291200Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Unflatten in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/flatten.py line=60. 2025-07-24T04:20:35.7291350Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7291400Z 2025-07-24T04:20:35.7291590Z Unflattens a tensor dim expanding it to a desired shape. For use with :class:`~nn.Sequential`. 2025-07-24T04:20:35.7291630Z 2025-07-24T04:20:35.7291790Z * :attr:`dim` specifies the dimension of the input tensor to be unflattened, and it can 2025-07-24T04:20:35.7291930Z be either `int` or `str` when `Tensor` or `NamedTensor` is used, respectively. 2025-07-24T04:20:35.7291970Z 2025-07-24T04:20:35.7292160Z * :attr:`unflattened_size` is the new shape of the unflattened dimension of the tensor and it can be 2025-07-24T04:20:35.7292320Z a `tuple` of ints or a `list` of ints or `torch.Size` for `Tensor` input; a `NamedShape` 2025-07-24T04:20:35.7292450Z (tuple of `(name, size)` tuples) for `NamedTensor` input. 2025-07-24T04:20:35.7292500Z 2025-07-24T04:20:35.7292540Z Shape: 2025-07-24T04:20:35.7292670Z - Input: :math:`(*, S_{\text{dim}}, *)`, where :math:`S_{\text{dim}}` is the size at 2025-07-24T04:20:35.7292830Z dimension :attr:`dim` and :math:`*` means any number of dimensions including none. 2025-07-24T04:20:35.7292990Z - Output: :math:`(*, U_1, ..., U_n, *)`, where :math:`U` = :attr:`unflattened_size` and 2025-07-24T04:20:35.7293070Z :math:`\prod_{i=1}^n U_i = S_{\text{dim}}`. 2025-07-24T04:20:35.7293110Z 2025-07-24T04:20:35.7293180Z Args: 2025-07-24T04:20:35.7293280Z dim (Union[int, str]): Dimension to be unflattened 2025-07-24T04:20:35.7293510Z unflattened_size (Union[torch.Size, Tuple, List, NamedShape]): New shape of the unflattened dimension 2025-07-24T04:20:35.7293550Z 2025-07-24T04:20:35.7293590Z Examples: 2025-07-24T04:20:35.7293650Z >>> input = torch.randn(2, 50) 2025-07-24T04:20:35.7293710Z >>> # With tuple of ints 2025-07-24T04:20:35.7293760Z >>> m = nn.Sequential( 2025-07-24T04:20:35.7293820Z >>> nn.Linear(50, 50), 2025-07-24T04:20:35.7293880Z >>> nn.Unflatten(1, (2, 5, 5)) 2025-07-24T04:20:35.7293920Z >>> ) 2025-07-24T04:20:35.7293980Z >>> output = m(input) 2025-07-24T04:20:35.7294030Z >>> output.size() 2025-07-24T04:20:35.7294080Z torch.Size([2, 2, 5, 5]) 2025-07-24T04:20:35.7294140Z >>> # With torch.Size 2025-07-24T04:20:35.7294190Z >>> m = nn.Sequential( 2025-07-24T04:20:35.7294250Z >>> nn.Linear(50, 50), 2025-07-24T04:20:35.7294320Z >>> nn.Unflatten(1, torch.Size([2, 5, 5])) 2025-07-24T04:20:35.7294360Z >>> ) 2025-07-24T04:20:35.7294420Z >>> output = m(input) 2025-07-24T04:20:35.7294470Z >>> output.size() 2025-07-24T04:20:35.7294520Z torch.Size([2, 2, 5, 5]) 2025-07-24T04:20:35.7294590Z >>> # With namedshape (tuple of tuples) 2025-07-24T04:20:35.7294690Z >>> input = torch.randn(2, 50, names=("N", "features")) 2025-07-24T04:20:35.7294810Z >>> unflatten = nn.Unflatten("features", (("C", 2), ("H", 5), ("W", 5))) 2025-07-24T04:20:35.7294880Z >>> output = unflatten(input) 2025-07-24T04:20:35.7294930Z >>> output.size() 2025-07-24T04:20:35.7294980Z torch.Size([2, 2, 5, 5]) 2025-07-24T04:20:35.7295020Z 2025-07-24T04:20:35.7295170Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7295210Z 2025-07-24T04:20:35.7295260Z warnings.warn(msg) 2025-07-24T04:20:35.7295310Z 2025-07-24T04:20:35.7295410Z --- Parse Warning: 40 / 136 --- 2025-07-24T04:20:35.7296080Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SyncBatchNorm in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py line=601. 2025-07-24T04:20:35.7296230Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7296340Z Applies Batch Normalization over a N-Dimensional input. 2025-07-24T04:20:35.7296380Z 2025-07-24T04:20:35.7296590Z The N-D input is a mini-batch of [N-2]D inputs with additional channel dimension) as described in the paper 2025-07-24T04:20:35.7296730Z `Batch Normalization: Accelerating Deep Network Training by Reducing 2025-07-24T04:20:35.7296860Z Internal Covariate Shift `__ . 2025-07-24T04:20:35.7296910Z 2025-07-24T04:20:35.7296950Z .. math:: 2025-07-24T04:20:35.7296990Z 2025-07-24T04:20:35.7297130Z y = \frac{x - \mathrm{E}[x]}{ \sqrt{\mathrm{Var}[x] + \epsilon}} * \gamma + \beta 2025-07-24T04:20:35.7297170Z 2025-07-24T04:20:35.7297340Z The mean and standard-deviation are calculated per-dimension over all 2025-07-24T04:20:35.7297480Z mini-batches of the same process groups. :math:`\gamma` and :math:`\beta` 2025-07-24T04:20:35.7297620Z are learnable parameter vectors of size `C` (where `C` is the input size). 2025-07-24T04:20:35.7297730Z By default, the elements of :math:`\gamma` are sampled from 2025-07-24T04:20:35.7297850Z :math:`\mathcal{U}(0, 1)` and the elements of :math:`\beta` are set to 0. 2025-07-24T04:20:35.7298030Z The standard-deviation is calculated via the biased estimator, equivalent to 2025-07-24T04:20:35.7298100Z `torch.var(input, unbiased=False)`. 2025-07-24T04:20:35.7298140Z 2025-07-24T04:20:35.7298300Z Also by default, during training this layer keeps running estimates of its 2025-07-24T04:20:35.7298470Z computed mean and variance, which are then used for normalization during 2025-07-24T04:20:35.7298620Z evaluation. The running estimates are kept with a default :attr:`momentum` 2025-07-24T04:20:35.7298670Z of 0.1. 2025-07-24T04:20:35.7298710Z 2025-07-24T04:20:35.7298850Z If :attr:`track_running_stats` is set to ``False``, this layer then does not 2025-07-24T04:20:35.7298980Z keep running estimates, and batch statistics are instead used during 2025-07-24T04:20:35.7299040Z evaluation time as well. 2025-07-24T04:20:35.7299080Z 2025-07-24T04:20:35.7299120Z .. note:: 2025-07-24T04:20:35.7299250Z This :attr:`momentum` argument is different from one used in optimizer 2025-07-24T04:20:35.7299390Z classes and the conventional notion of momentum. Mathematically, the 2025-07-24T04:20:35.7299470Z update rule for running statistics here is 2025-07-24T04:20:35.7299640Z :math:`\hat{x}_\text{new} = (1 - \text{momentum}) \times \hat{x} + \text{momentum} \times x_t`, 2025-07-24T04:20:35.7299770Z where :math:`\hat{x}` is the estimated statistic and :math:`x_t` is the 2025-07-24T04:20:35.7299820Z new observed value. 2025-07-24T04:20:35.7299860Z 2025-07-24T04:20:35.7300040Z Because the Batch Normalization is done for each channel in the ``C`` dimension, computing 2025-07-24T04:20:35.7300200Z statistics on ``(N, +)`` slices, it's common terminology to call this Volumetric Batch 2025-07-24T04:20:35.7300310Z Normalization or Spatio-temporal Batch Normalization. 2025-07-24T04:20:35.7300350Z 2025-07-24T04:20:35.7300440Z Currently :class:`SyncBatchNorm` only supports 2025-07-24T04:20:35.7300610Z :class:`~torch.nn.DistributedDataParallel` (DDP) with single GPU per process. Use 2025-07-24T04:20:35.7300740Z :meth:`torch.nn.SyncBatchNorm.convert_sync_batchnorm()` to convert 2025-07-24T04:20:35.7300870Z :attr:`BatchNorm*D` layer to :class:`SyncBatchNorm` before wrapping 2025-07-24T04:20:35.7300920Z Network with DDP. 2025-07-24T04:20:35.7300960Z 2025-07-24T04:20:35.7301010Z Args: 2025-07-24T04:20:35.7301110Z num_features: :math:`C` from an expected input of size 2025-07-24T04:20:35.7301160Z :math:`(N, C, +)` 2025-07-24T04:20:35.7301280Z eps: a value added to the denominator for numerical stability. 2025-07-24T04:20:35.7301340Z Default: ``1e-5`` 2025-07-24T04:20:35.7301460Z momentum: the value used for the running_mean and running_var 2025-07-24T04:20:35.7301580Z computation. Can be set to ``None`` for cumulative moving average 2025-07-24T04:20:35.7301660Z (i.e. simple average). Default: 0.1 2025-07-24T04:20:35.7301790Z affine: a boolean value that when set to ``True``, this module has 2025-07-24T04:20:35.7301880Z learnable affine parameters. Default: ``True`` 2025-07-24T04:20:35.7302010Z track_running_stats: a boolean value that when set to ``True``, this 2025-07-24T04:20:35.7302150Z module tracks the running mean and variance, and when set to ``False``, 2025-07-24T04:20:35.7302310Z this module does not track such statistics, and initializes statistics 2025-07-24T04:20:35.7302440Z buffers :attr:`running_mean` and :attr:`running_var` as ``None``. 2025-07-24T04:20:35.7302580Z When these buffers are ``None``, this module always uses batch statistics. 2025-07-24T04:20:35.7302670Z in both training and eval modes. Default: ``True`` 2025-07-24T04:20:35.7302840Z process_group: synchronization of stats happen within each process group 2025-07-24T04:20:35.7302980Z individually. Default behavior is synchronization across the whole 2025-07-24T04:20:35.7303040Z world 2025-07-24T04:20:35.7303080Z 2025-07-24T04:20:35.7303130Z Shape: 2025-07-24T04:20:35.7303190Z - Input: :math:`(N, C, +)` 2025-07-24T04:20:35.7303300Z - Output: :math:`(N, C, +)` (same shape as input) 2025-07-24T04:20:35.7303340Z 2025-07-24T04:20:35.7303390Z .. note:: 2025-07-24T04:20:35.7303530Z Synchronization of batchnorm statistics occurs only while training, i.e. 2025-07-24T04:20:35.7303660Z synchronization is disabled when ``model.eval()`` is set or if 2025-07-24T04:20:35.7303740Z ``self.training`` is otherwise ``False``. 2025-07-24T04:20:35.7303780Z 2025-07-24T04:20:35.7303820Z Examples:: 2025-07-24T04:20:35.7303860Z 2025-07-24T04:20:35.7303920Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7303980Z >>> # With Learnable Parameters 2025-07-24T04:20:35.7304050Z >>> m = nn.SyncBatchNorm(100) 2025-07-24T04:20:35.7304120Z >>> # creating process group (optional) 2025-07-24T04:20:35.7304210Z >>> # ranks is a list of int identifying rank ids. 2025-07-24T04:20:35.7304260Z >>> ranks = list(range(8)) 2025-07-24T04:20:35.7304330Z >>> r1, r2 = ranks[:4], ranks[4:] 2025-07-24T04:20:35.7304430Z >>> # Note: every rank calls into new_group for every 2025-07-24T04:20:35.7304520Z >>> # process group created, even if that rank is not 2025-07-24T04:20:35.7304580Z >>> # part of the group. 2025-07-24T04:20:35.7304730Z >>> process_groups = [torch.distributed.new_group(pids) for pids in [r1, r2]] 2025-07-24T04:20:35.7304850Z >>> process_group = process_groups[0 if dist.get_rank() <= 3 else 1] 2025-07-24T04:20:35.7304920Z >>> # Without Learnable Parameters 2025-07-24T04:20:35.7305050Z >>> m = nn.BatchNorm3d(100, affine=False, process_group=process_group) 2025-07-24T04:20:35.7305120Z >>> input = torch.randn(20, 100, 35, 45, 10) 2025-07-24T04:20:35.7305180Z >>> output = m(input) 2025-07-24T04:20:35.7305220Z 2025-07-24T04:20:35.7305290Z >>> # network is nn.BatchNorm layer 2025-07-24T04:20:35.7305460Z >>> sync_bn_network = nn.SyncBatchNorm.convert_sync_batchnorm(network, process_group) 2025-07-24T04:20:35.7305560Z >>> # only single gpu per process is currently supported 2025-07-24T04:20:35.7305700Z >>> ddp_sync_bn_network = torch.nn.parallel.DistributedDataParallel( 2025-07-24T04:20:35.7305770Z >>> sync_bn_network, 2025-07-24T04:20:35.7305850Z >>> device_ids=[args.local_rank], 2025-07-24T04:20:35.7305930Z >>> output_device=args.local_rank) 2025-07-24T04:20:35.7305980Z 2025-07-24T04:20:35.7306130Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7306170Z 2025-07-24T04:20:35.7306220Z warnings.warn(msg) 2025-07-24T04:20:35.7306260Z 2025-07-24T04:20:35.7306360Z --- Parse Warning: 41 / 136 --- 2025-07-24T04:20:35.7307090Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SyncBatchNorm.convert_sync_batchnorm in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/batchnorm.py line=825. 2025-07-24T04:20:35.7307280Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7307470Z Converts all :attr:`BatchNorm*D` layers in the model to :class:`torch.nn.SyncBatchNorm` layers. 2025-07-24T04:20:35.7307510Z 2025-07-24T04:20:35.7307560Z Args: 2025-07-24T04:20:35.7307750Z module (nn.Module): module containing one or more :attr:`BatchNorm*D` layers 2025-07-24T04:20:35.7307890Z process_group (optional): process group to scope synchronization, 2025-07-24T04:20:35.7307970Z default is the whole world 2025-07-24T04:20:35.7308010Z 2025-07-24T04:20:35.7308060Z Returns: 2025-07-24T04:20:35.7308230Z The original :attr:`module` with the converted :class:`torch.nn.SyncBatchNorm` 2025-07-24T04:20:35.7308370Z layers. If the original :attr:`module` is a :attr:`BatchNorm*D` layer, 2025-07-24T04:20:35.7308500Z a new :class:`torch.nn.SyncBatchNorm` layer object will be returned 2025-07-24T04:20:35.7308550Z instead. 2025-07-24T04:20:35.7308590Z 2025-07-24T04:20:35.7308630Z Example:: 2025-07-24T04:20:35.7308670Z 2025-07-24T04:20:35.7308750Z >>> # Network with nn.BatchNorm layer 2025-07-24T04:20:35.7308840Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:35.7308920Z >>> module = torch.nn.Sequential( 2025-07-24T04:20:35.7308990Z >>> torch.nn.Linear(20, 100), 2025-07-24T04:20:35.7309070Z >>> torch.nn.BatchNorm1d(100), 2025-07-24T04:20:35.7309120Z >>> ).cuda() 2025-07-24T04:20:35.7309200Z >>> # creating process group (optional) 2025-07-24T04:20:35.7309290Z >>> # ranks is a list of int identifying rank ids. 2025-07-24T04:20:35.7309350Z >>> ranks = list(range(8)) 2025-07-24T04:20:35.7309420Z >>> r1, r2 = ranks[:4], ranks[4:] 2025-07-24T04:20:35.7309510Z >>> # Note: every rank calls into new_group for every 2025-07-24T04:20:35.7309610Z >>> # process group created, even if that rank is not 2025-07-24T04:20:35.7309660Z >>> # part of the group. 2025-07-24T04:20:35.7309740Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:35.7309890Z >>> process_groups = [torch.distributed.new_group(pids) for pids in [r1, r2]] 2025-07-24T04:20:35.7310020Z >>> process_group = process_groups[0 if dist.get_rank() <= 3 else 1] 2025-07-24T04:20:35.7310200Z >>> sync_bn_module = torch.nn.SyncBatchNorm.convert_sync_batchnorm(module, process_group) 2025-07-24T04:20:35.7310250Z 2025-07-24T04:20:35.7310290Z 2025-07-24T04:20:35.7310440Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7310480Z 2025-07-24T04:20:35.7310530Z warnings.warn(msg) 2025-07-24T04:20:35.7310570Z 2025-07-24T04:20:35.7310670Z --- Parse Warning: 42 / 136 --- 2025-07-24T04:20:35.7311330Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=MaxUnpool2d in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/pooling.py line=406. 2025-07-24T04:20:35.7311490Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7311580Z Computes a partial inverse of :class:`MaxPool2d`. 2025-07-24T04:20:35.7311620Z 2025-07-24T04:20:35.7311780Z :class:`MaxPool2d` is not fully invertible, since the non-maximal values are lost. 2025-07-24T04:20:35.7311820Z 2025-07-24T04:20:35.7311960Z :class:`MaxUnpool2d` takes in as input the output of :class:`MaxPool2d` 2025-07-24T04:20:35.7312130Z including the indices of the maximal values and computes a partial inverse 2025-07-24T04:20:35.7312230Z in which all non-maximal values are set to zero. 2025-07-24T04:20:35.7312270Z 2025-07-24T04:20:35.7312310Z Note: 2025-07-24T04:20:35.7312500Z This operation may behave nondeterministically when the input indices has repeat values. 2025-07-24T04:20:35.7312750Z See https://github.com/pytorch/pytorch/issues/80827 and :doc:`/notes/randomness` for more information. 2025-07-24T04:20:35.7312790Z 2025-07-24T04:20:35.7312970Z .. note:: :class:`MaxPool2d` can map several input sizes to the same output 2025-07-24T04:20:35.7313080Z sizes. Hence, the inversion process can get ambiguous. 2025-07-24T04:20:35.7313220Z To accommodate this, you can provide the needed output size 2025-07-24T04:20:35.7313350Z as an additional argument :attr:`output_size` in the forward call. 2025-07-24T04:20:35.7313420Z See the Inputs and Example below. 2025-07-24T04:20:35.7313460Z 2025-07-24T04:20:35.7313510Z Args: 2025-07-24T04:20:35.7313620Z kernel_size (int or tuple): Size of the max pooling window. 2025-07-24T04:20:35.7313720Z stride (int or tuple): Stride of the max pooling window. 2025-07-24T04:20:35.7313810Z It is set to :attr:`kernel_size` by default. 2025-07-24T04:20:35.7313920Z padding (int or tuple): Padding that was added to the input 2025-07-24T04:20:35.7313970Z 2025-07-24T04:20:35.7314010Z Inputs: 2025-07-24T04:20:35.7314080Z - `input`: the input Tensor to invert 2025-07-24T04:20:35.7314210Z - `indices`: the indices given out by :class:`~torch.nn.MaxPool2d` 2025-07-24T04:20:35.7314310Z - `output_size` (optional): the targeted output size 2025-07-24T04:20:35.7314350Z 2025-07-24T04:20:35.7314390Z Shape: 2025-07-24T04:20:35.7314510Z - Input: :math:`(N, C, H_{in}, W_{in})` or :math:`(C, H_{in}, W_{in})`. 2025-07-24T04:20:35.7314650Z - Output: :math:`(N, C, H_{out}, W_{out})` or :math:`(C, H_{out}, W_{out})`, where 2025-07-24T04:20:35.7314690Z 2025-07-24T04:20:35.7314730Z .. math:: 2025-07-24T04:20:35.7314900Z H_{out} = (H_{in} - 1) \times \text{stride[0]} - 2 \times \text{padding[0]} + \text{kernel\_size[0]} 2025-07-24T04:20:35.7314940Z 2025-07-24T04:20:35.7314990Z .. math:: 2025-07-24T04:20:35.7315140Z W_{out} = (W_{in} - 1) \times \text{stride[1]} - 2 \times \text{padding[1]} + \text{kernel\_size[1]} 2025-07-24T04:20:35.7315180Z 2025-07-24T04:20:35.7315290Z or as given by :attr:`output_size` in the call operator 2025-07-24T04:20:35.7315330Z 2025-07-24T04:20:35.7315370Z Example:: 2025-07-24T04:20:35.7315410Z 2025-07-24T04:20:35.7315520Z >>> pool = nn.MaxPool2d(2, stride=2, return_indices=True) 2025-07-24T04:20:35.7315600Z >>> unpool = nn.MaxUnpool2d(2, stride=2) 2025-07-24T04:20:35.7315680Z >>> input = torch.tensor([[[[ 1., 2., 3., 4.], 2025-07-24T04:20:35.7315750Z [ 5., 6., 7., 8.], 2025-07-24T04:20:35.7315810Z [ 9., 10., 11., 12.], 2025-07-24T04:20:35.7315890Z [13., 14., 15., 16.]]]]) 2025-07-24T04:20:35.7315950Z >>> output, indices = pool(input) 2025-07-24T04:20:35.7316010Z >>> unpool(output, indices) 2025-07-24T04:20:35.7316080Z tensor([[[[ 0., 0., 0., 0.], 2025-07-24T04:20:35.7316130Z [ 0., 6., 0., 8.], 2025-07-24T04:20:35.7316190Z [ 0., 0., 0., 0.], 2025-07-24T04:20:35.7316250Z [ 0., 14., 0., 16.]]]]) 2025-07-24T04:20:35.7316380Z >>> # Now using output_size to resolve an ambiguous size for the inverse 2025-07-24T04:20:35.7316500Z >>> input = torch.tensor([[[[ 1., 2., 3., 4., 5.], 2025-07-24T04:20:35.7316570Z [ 6., 7., 8., 9., 10.], 2025-07-24T04:20:35.7316640Z [11., 12., 13., 14., 15.], 2025-07-24T04:20:35.7316720Z [16., 17., 18., 19., 20.]]]]) 2025-07-24T04:20:35.7316780Z >>> output, indices = pool(input) 2025-07-24T04:20:35.7316910Z >>> # This call will not work without specifying output_size 2025-07-24T04:20:35.7317010Z >>> unpool(output, indices, output_size=input.size()) 2025-07-24T04:20:35.7317090Z tensor([[[[ 0., 0., 0., 0., 0.], 2025-07-24T04:20:35.7317160Z [ 0., 7., 0., 9., 0.], 2025-07-24T04:20:35.7317220Z [ 0., 0., 0., 0., 0.], 2025-07-24T04:20:35.7317310Z [ 0., 17., 0., 19., 0.]]]]) 2025-07-24T04:20:35.7317350Z 2025-07-24T04:20:35.7317390Z 2025-07-24T04:20:35.7317430Z 2025-07-24T04:20:35.7317590Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7317630Z 2025-07-24T04:20:35.7317680Z warnings.warn(msg) 2025-07-24T04:20:35.7317720Z 2025-07-24T04:20:35.7317820Z --- Parse Warning: 43 / 136 --- 2025-07-24T04:20:35.7318530Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=TripletMarginWithDistanceLoss in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py line=1718. 2025-07-24T04:20:35.7318690Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7318810Z Creates a criterion that measures the triplet loss given input 2025-07-24T04:20:35.7318920Z tensors :math:`a`, :math:`p`, and :math:`n` (representing anchor, 2025-07-24T04:20:35.7319060Z positive, and negative examples, respectively), and a nonnegative, 2025-07-24T04:20:35.7319210Z real-valued function ("distance function") used to compute the relationship 2025-07-24T04:20:35.7319340Z between the anchor and positive example ("positive distance") and the 2025-07-24T04:20:35.7319440Z anchor and negative example ("negative distance"). 2025-07-24T04:20:35.7319480Z 2025-07-24T04:20:35.7322220Z The unreduced loss (i.e., with :attr:`reduction` set to ``'none'``) 2025-07-24T04:20:35.7322280Z can be described as: 2025-07-24T04:20:35.7322320Z 2025-07-24T04:20:35.7322370Z .. math:: 2025-07-24T04:20:35.7322460Z \ell(a, p, n) = L = \{l_1,\dots,l_N\}^\top, \quad 2025-07-24T04:20:35.7322560Z l_i = \max \{d(a_i, p_i) - d(a_i, n_i) + {\rm margin}, 0\} 2025-07-24T04:20:35.7322600Z 2025-07-24T04:20:35.7322760Z where :math:`N` is the batch size; :math:`d` is a nonnegative, real-valued function 2025-07-24T04:20:35.7322930Z quantifying the closeness of two tensors, referred to as the :attr:`distance_function`; 2025-07-24T04:20:35.7323080Z and :math:`margin` is a nonnegative margin representing the minimum difference 2025-07-24T04:20:35.7323230Z between the positive and negative distances that is required for the loss to 2025-07-24T04:20:35.7323370Z be 0. The input tensors have :math:`N` elements each and can be of any shape 2025-07-24T04:20:35.7323440Z that the distance function can handle. 2025-07-24T04:20:35.7323480Z 2025-07-24T04:20:35.7323550Z If :attr:`reduction` is not ``'none'`` 2025-07-24T04:20:35.7323610Z (default ``'mean'``), then: 2025-07-24T04:20:35.7323650Z 2025-07-24T04:20:35.7323690Z .. math:: 2025-07-24T04:20:35.7323740Z \ell(x, y) = 2025-07-24T04:20:35.7323790Z \begin{cases} 2025-07-24T04:20:35.7323920Z \operatorname{mean}(L), & \text{if reduction} = \text{`mean';}\\ 2025-07-24T04:20:35.7324080Z \operatorname{sum}(L), & \text{if reduction} = \text{`sum'.} 2025-07-24T04:20:35.7324120Z \end{cases} 2025-07-24T04:20:35.7324160Z 2025-07-24T04:20:35.7324310Z See also :class:`~torch.nn.TripletMarginLoss`, which computes the triplet 2025-07-24T04:20:35.7324460Z loss for input tensors using the :math:`l_p` distance as the distance function. 2025-07-24T04:20:35.7324520Z 2025-07-24T04:20:35.7324560Z Args: 2025-07-24T04:20:35.7324720Z distance_function (Callable, optional): A nonnegative, real-valued function that 2025-07-24T04:20:35.7324870Z quantifies the closeness of two tensors. If not specified, 2025-07-24T04:20:35.7324980Z `nn.PairwiseDistance` will be used. Default: ``None`` 2025-07-24T04:20:35.7325160Z margin (float, optional): A nonnegative margin representing the minimum difference 2025-07-24T04:20:35.7325330Z between the positive and negative distances required for the loss to be 0. Larger 2025-07-24T04:20:35.7325500Z margins penalize cases where the negative examples are not distant enough from the 2025-07-24T04:20:35.7325610Z anchors, relative to the positives. Default: :math:`1`. 2025-07-24T04:20:35.7325760Z swap (bool, optional): Whether to use the distance swap described in the paper 2025-07-24T04:20:35.7325910Z `Learning shallow convolutional feature descriptors with triplet losses` by 2025-07-24T04:20:35.7326060Z V. Balntas, E. Riba et al. If True, and if the positive example is closer to the 2025-07-24T04:20:35.7326220Z negative example than the anchor is, swaps the positive example and the anchor in 2025-07-24T04:20:35.7326310Z the loss computation. Default: ``False``. 2025-07-24T04:20:35.7326480Z reduction (str, optional): Specifies the (optional) reduction to apply to the output: 2025-07-24T04:20:35.7326600Z ``'none'`` | ``'mean'`` | ``'sum'``. ``'none'``: no reduction will be applied, 2025-07-24T04:20:35.7326710Z ``'mean'``: the sum of the output will be divided by the number of 2025-07-24T04:20:35.7326850Z elements in the output, ``'sum'``: the output will be summed. Default: ``'mean'`` 2025-07-24T04:20:35.7326890Z 2025-07-24T04:20:35.7326940Z 2025-07-24T04:20:35.7326980Z Shape: 2025-07-24T04:20:35.7327130Z - Input: :math:`(N, *)` where :math:`*` represents any number of additional dimensions 2025-07-24T04:20:35.7327210Z as supported by the distance function. 2025-07-24T04:20:35.7327370Z - Output: A Tensor of shape :math:`(N)` if :attr:`reduction` is ``'none'``, or a scalar 2025-07-24T04:20:35.7327420Z otherwise. 2025-07-24T04:20:35.7327460Z 2025-07-24T04:20:35.7327500Z Examples: 2025-07-24T04:20:35.7327540Z 2025-07-24T04:20:35.7327600Z >>> # Initialize embeddings 2025-07-24T04:20:35.7327670Z >>> embedding = nn.Embedding(1000, 128) 2025-07-24T04:20:35.7327750Z >>> anchor_ids = torch.randint(0, 1000, (1,)) 2025-07-24T04:20:35.7327830Z >>> positive_ids = torch.randint(0, 1000, (1,)) 2025-07-24T04:20:35.7327910Z >>> negative_ids = torch.randint(0, 1000, (1,)) 2025-07-24T04:20:35.7327970Z >>> anchor = embedding(anchor_ids) 2025-07-24T04:20:35.7328040Z >>> positive = embedding(positive_ids) 2025-07-24T04:20:35.7328110Z >>> negative = embedding(negative_ids) 2025-07-24T04:20:35.7328150Z >>> 2025-07-24T04:20:35.7328210Z >>> # Built-in Distance Function 2025-07-24T04:20:35.7328270Z >>> triplet_loss = \ 2025-07-24T04:20:35.7328430Z >>> nn.TripletMarginWithDistanceLoss(distance_function=nn.PairwiseDistance()) 2025-07-24T04:20:35.7328530Z >>> output = triplet_loss(anchor, positive, negative) 2025-07-24T04:20:35.7328590Z >>> output.backward() 2025-07-24T04:20:35.7328660Z >>> 2025-07-24T04:20:35.7328720Z >>> # Custom Distance Function 2025-07-24T04:20:35.7328770Z >>> def l_infinity(x1, x2): 2025-07-24T04:20:35.7328870Z >>> return torch.max(torch.abs(x1 - x2), dim=1).values 2025-07-24T04:20:35.7328910Z >>> 2025-07-24T04:20:35.7329030Z >>> # xdoctest: +SKIP("FIXME: Would call backwards a second time") 2025-07-24T04:20:35.7329080Z >>> triplet_loss = ( 2025-07-24T04:20:35.7329280Z >>> nn.TripletMarginWithDistanceLoss(distance_function=l_infinity, margin=1.5)) 2025-07-24T04:20:35.7329370Z >>> output = triplet_loss(anchor, positive, negative) 2025-07-24T04:20:35.7329430Z >>> output.backward() 2025-07-24T04:20:35.7329490Z >>> 2025-07-24T04:20:35.7329560Z >>> # Custom Distance Function (Lambda) 2025-07-24T04:20:35.7329610Z >>> triplet_loss = ( 2025-07-24T04:20:35.7329710Z >>> nn.TripletMarginWithDistanceLoss( 2025-07-24T04:20:35.7329850Z >>> distance_function=lambda x, y: 1.0 - F.cosine_similarity(x, y))) 2025-07-24T04:20:35.7329940Z >>> output = triplet_loss(anchor, positive, negative) 2025-07-24T04:20:35.7330000Z >>> output.backward() 2025-07-24T04:20:35.7330040Z 2025-07-24T04:20:35.7330080Z Reference: 2025-07-24T04:20:35.7330260Z V. Balntas, et al.: Learning shallow convolutional feature descriptors with triplet losses: 2025-07-24T04:20:35.7330400Z https://bmva-archive.org.uk/bmvc/2016/papers/paper119/index.html 2025-07-24T04:20:35.7330440Z 2025-07-24T04:20:35.7330600Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 17)) 2025-07-24T04:20:35.7330640Z 2025-07-24T04:20:35.7330690Z warnings.warn(msg) 2025-07-24T04:20:35.7330730Z 2025-07-24T04:20:35.7330850Z --- Parse Warning: 44 / 136 --- 2025-07-24T04:20:35.7331490Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CTCLoss in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/loss.py line=1852. 2025-07-24T04:20:35.7331650Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7331740Z The Connectionist Temporal Classification loss. 2025-07-24T04:20:35.7331780Z 2025-07-24T04:20:35.7332000Z Calculates loss between a continuous (unsegmented) time series and a target sequence. CTCLoss sums over the 2025-07-24T04:20:35.7332210Z probability of possible alignments of input to target, producing a loss value which is differentiable 2025-07-24T04:20:35.7332410Z with respect to each input node. The alignment of input to target is assumed to be "many-to-one", which 2025-07-24T04:20:35.7332600Z limits the length of the target sequence such that it must be :math:`\leq` the input length. 2025-07-24T04:20:35.7332640Z 2025-07-24T04:20:35.7332680Z Args: 2025-07-24T04:20:35.7332790Z blank (int, optional): blank label. Default :math:`0`. 2025-07-24T04:20:35.7332930Z reduction (str, optional): Specifies the reduction to apply to the output: 2025-07-24T04:20:35.7333050Z ``'none'`` | ``'mean'`` | ``'sum'``. ``'none'``: no reduction will be applied, 2025-07-24T04:20:35.7333180Z ``'mean'``: the output losses will be divided by the target lengths and 2025-07-24T04:20:35.7333330Z then the mean over the batch is taken, ``'sum'``: the output losses will be summed. 2025-07-24T04:20:35.7333390Z Default: ``'mean'`` 2025-07-24T04:20:35.7333460Z zero_infinity (bool, optional): 2025-07-24T04:20:35.7333580Z Whether to zero infinite losses and the associated gradients. 2025-07-24T04:20:35.7333640Z Default: ``False`` 2025-07-24T04:20:35.7333750Z Infinite losses mainly occur when the inputs are too short 2025-07-24T04:20:35.7333850Z to be aligned to the targets. 2025-07-24T04:20:35.7333890Z 2025-07-24T04:20:35.7333930Z Shape: 2025-07-24T04:20:35.7334050Z - Log_probs: Tensor of size :math:`(T, N, C)` or :math:`(T, C)`, 2025-07-24T04:20:35.7334120Z where :math:`T = \text{input length}`, 2025-07-24T04:20:35.7334190Z :math:`N = \text{batch size}`, and 2025-07-24T04:20:35.7334290Z :math:`C = \text{number of classes (including blank)}`. 2025-07-24T04:20:35.7334450Z The logarithmized probabilities of the outputs (e.g. obtained with 2025-07-24T04:20:35.7334530Z :func:`torch.nn.functional.log_softmax`). 2025-07-24T04:20:35.7334640Z - Targets: Tensor of size :math:`(N, S)` or 2025-07-24T04:20:35.7334740Z :math:`(\operatorname{sum}(\text{target\_lengths}))`, 2025-07-24T04:20:35.7334840Z where :math:`N = \text{batch size}` and 2025-07-24T04:20:35.7334940Z :math:`S = \text{max target length, if shape is } (N, S)`. 2025-07-24T04:20:35.7335070Z It represents the target sequences. Each element in the target 2025-07-24T04:20:35.7335210Z sequence is a class index. And the target index cannot be blank (default=0). 2025-07-24T04:20:35.7335310Z In the :math:`(N, S)` form, targets are padded to the 2025-07-24T04:20:35.7335400Z length of the longest sequence, and stacked. 2025-07-24T04:20:35.7335520Z In the :math:`(\operatorname{sum}(\text{target\_lengths}))` form, 2025-07-24T04:20:35.7335600Z the targets are assumed to be un-padded and 2025-07-24T04:20:35.7335680Z concatenated within 1 dimension. 2025-07-24T04:20:35.7335800Z - Input_lengths: Tuple or tensor of size :math:`(N)` or :math:`()`, 2025-07-24T04:20:35.7335930Z where :math:`N = \text{batch size}`. It represents the lengths of the 2025-07-24T04:20:35.7336050Z inputs (must each be :math:`\leq T`). And the lengths are specified 2025-07-24T04:20:35.7336190Z for each sequence to achieve masking under the assumption that sequences 2025-07-24T04:20:35.7336260Z are padded to equal lengths. 2025-07-24T04:20:35.7336390Z - Target_lengths: Tuple or tensor of size :math:`(N)` or :math:`()`, 2025-07-24T04:20:35.7336520Z where :math:`N = \text{batch size}`. It represents lengths of the targets. 2025-07-24T04:20:35.7336650Z Lengths are specified for each sequence to achieve masking under the 2025-07-24T04:20:35.7336800Z assumption that sequences are padded to equal lengths. If target shape is 2025-07-24T04:20:35.7336910Z :math:`(N,S)`, target_lengths are effectively the stop index 2025-07-24T04:20:35.7337060Z :math:`s_n` for each target sequence, such that ``target_n = targets[n,0:s_n]`` for 2025-07-24T04:20:35.7337180Z each target in a batch. Lengths must each be :math:`\leq S` 2025-07-24T04:20:35.7337330Z If the targets are given as a 1d tensor that is the concatenation of individual 2025-07-24T04:20:35.7337470Z targets, the target_lengths must add up to the total length of the tensor. 2025-07-24T04:20:35.7337590Z - Output: scalar if :attr:`reduction` is ``'mean'`` (default) or 2025-07-24T04:20:35.7337730Z ``'sum'``. If :attr:`reduction` is ``'none'``, then :math:`(N)` if input is batched or 2025-07-24T04:20:35.7337860Z :math:`()` if input is unbatched, where :math:`N = \text{batch size}`. 2025-07-24T04:20:35.7337900Z 2025-07-24T04:20:35.7337950Z Examples: 2025-07-24T04:20:35.7337990Z 2025-07-24T04:20:35.7338050Z >>> # Target are to be padded 2025-07-24T04:20:35.7338120Z >>> T = 50 # Input sequence length 2025-07-24T04:20:35.7338200Z >>> C = 20 # Number of classes (including blank) 2025-07-24T04:20:35.7338260Z >>> N = 16 # Batch size 2025-07-24T04:20:35.7338420Z >>> S = 30 # Target sequence length of longest target in batch (padding length) 2025-07-24T04:20:35.7338530Z >>> S_min = 10 # Minimum target length, for demonstration purposes 2025-07-24T04:20:35.7338580Z >>> 2025-07-24T04:20:35.7338700Z >>> # Initialize random batch of input vectors, for *size = (T,N,C) 2025-07-24T04:20:35.7338830Z >>> input = torch.randn(T, N, C).log_softmax(2).detach().requires_grad_() 2025-07-24T04:20:35.7338890Z >>> 2025-07-24T04:20:35.7339010Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-07-24T04:20:35.7339170Z >>> target = torch.randint(low=1, high=C, size=(N, S), dtype=torch.long) 2025-07-24T04:20:35.7339210Z >>> 2025-07-24T04:20:35.7339340Z >>> input_lengths = torch.full(size=(N,), fill_value=T, dtype=torch.long) 2025-07-24T04:20:35.7339450Z >>> target_lengths = torch.randint( 2025-07-24T04:20:35.7339500Z ... low=S_min, 2025-07-24T04:20:35.7339550Z ... high=S, 2025-07-24T04:20:35.7339600Z ... size=(N,), 2025-07-24T04:20:35.7339660Z ... dtype=torch.long, 2025-07-24T04:20:35.7339700Z ... ) 2025-07-24T04:20:35.7339760Z >>> ctc_loss = nn.CTCLoss() 2025-07-24T04:20:35.7339870Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-07-24T04:20:35.7339930Z >>> loss.backward() 2025-07-24T04:20:35.7339970Z >>> 2025-07-24T04:20:35.7340010Z >>> 2025-07-24T04:20:35.7340080Z >>> # Target are to be un-padded 2025-07-24T04:20:35.7340140Z >>> T = 50 # Input sequence length 2025-07-24T04:20:35.7340230Z >>> C = 20 # Number of classes (including blank) 2025-07-24T04:20:35.7340280Z >>> N = 16 # Batch size 2025-07-24T04:20:35.7340320Z >>> 2025-07-24T04:20:35.7340450Z >>> # Initialize random batch of input vectors, for *size = (T,N,C) 2025-07-24T04:20:35.7340570Z >>> input = torch.randn(T, N, C).log_softmax(2).detach().requires_grad_() 2025-07-24T04:20:35.7340710Z >>> input_lengths = torch.full(size=(N,), fill_value=T, dtype=torch.long) 2025-07-24T04:20:35.7340750Z >>> 2025-07-24T04:20:35.7340870Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-07-24T04:20:35.7341010Z >>> target_lengths = torch.randint(low=1, high=T, size=(N,), dtype=torch.long) 2025-07-24T04:20:35.7341070Z >>> target = torch.randint( 2025-07-24T04:20:35.7341120Z ... low=1, 2025-07-24T04:20:35.7341170Z ... high=C, 2025-07-24T04:20:35.7341240Z ... size=(sum(target_lengths),), 2025-07-24T04:20:35.7341290Z ... dtype=torch.long, 2025-07-24T04:20:35.7341340Z ... ) 2025-07-24T04:20:35.7341400Z >>> ctc_loss = nn.CTCLoss() 2025-07-24T04:20:35.7341510Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-07-24T04:20:35.7341560Z >>> loss.backward() 2025-07-24T04:20:35.7341610Z >>> 2025-07-24T04:20:35.7341650Z >>> 2025-07-24T04:20:35.7341760Z >>> # Target are to be un-padded and unbatched (effectively N=1) 2025-07-24T04:20:35.7341830Z >>> T = 50 # Input sequence length 2025-07-24T04:20:35.7341910Z >>> C = 20 # Number of classes (including blank) 2025-07-24T04:20:35.7341950Z >>> 2025-07-24T04:20:35.7342070Z >>> # Initialize random batch of input vectors, for *size = (T,C) 2025-07-24T04:20:35.7342160Z >>> # xdoctest: +SKIP("FIXME: error in doctest") 2025-07-24T04:20:35.7342280Z >>> input = torch.randn(T, C).log_softmax(1).detach().requires_grad_() 2025-07-24T04:20:35.7342380Z >>> input_lengths = torch.tensor(T, dtype=torch.long) 2025-07-24T04:20:35.7342420Z >>> 2025-07-24T04:20:35.7342540Z >>> # Initialize random batch of targets (0 = blank, 1:C = classes) 2025-07-24T04:20:35.7342700Z >>> target_lengths = torch.randint(low=1, high=T, size=(), dtype=torch.long) 2025-07-24T04:20:35.7342760Z >>> target = torch.randint( 2025-07-24T04:20:35.7342810Z ... low=1, 2025-07-24T04:20:35.7342860Z ... high=C, 2025-07-24T04:20:35.7342920Z ... size=(target_lengths,), 2025-07-24T04:20:35.7342970Z ... dtype=torch.long, 2025-07-24T04:20:35.7343030Z ... ) 2025-07-24T04:20:35.7343090Z >>> ctc_loss = nn.CTCLoss() 2025-07-24T04:20:35.7343200Z >>> loss = ctc_loss(input, target, input_lengths, target_lengths) 2025-07-24T04:20:35.7343280Z >>> loss.backward() 2025-07-24T04:20:35.7343320Z 2025-07-24T04:20:35.7343360Z Reference: 2025-07-24T04:20:35.7343490Z A. Graves et al.: Connectionist Temporal Classification: 2025-07-24T04:20:35.7343630Z Labelling Unsegmented Sequence Data with Recurrent Neural Networks: 2025-07-24T04:20:35.7343730Z https://www.cs.toronto.edu/~graves/icml_2006.pdf 2025-07-24T04:20:35.7343770Z 2025-07-24T04:20:35.7343820Z Note: 2025-07-24T04:20:35.7343970Z In order to use CuDNN, the following must be satisfied: :attr:`targets` must be 2025-07-24T04:20:35.7344120Z in concatenated format, all :attr:`input_lengths` must be `T`. :math:`blank=0`, 2025-07-24T04:20:35.7344260Z :attr:`target_lengths` :math:`\leq 256`, the integer arguments must be of 2025-07-24T04:20:35.7344320Z dtype :attr:`torch.int32`. 2025-07-24T04:20:35.7344360Z 2025-07-24T04:20:35.7344530Z The regular implementation uses the (more common in PyTorch) `torch.long` dtype. 2025-07-24T04:20:35.7344570Z 2025-07-24T04:20:35.7344610Z 2025-07-24T04:20:35.7344650Z Note: 2025-07-24T04:20:35.7344800Z In some circumstances when using the CUDA backend with CuDNN, this operator 2025-07-24T04:20:35.7344960Z may select a nondeterministic algorithm to increase performance. If this is 2025-07-24T04:20:35.7345100Z undesirable, you can try to make the operation deterministic (potentially at 2025-07-24T04:20:35.7345250Z a performance cost) by setting ``torch.backends.cudnn.deterministic = 2025-07-24T04:20:35.7345290Z True``. 2025-07-24T04:20:35.7345410Z Please see the notes on :doc:`/notes/randomness` for background. 2025-07-24T04:20:35.7345460Z 2025-07-24T04:20:35.7345610Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7345650Z 2025-07-24T04:20:35.7345700Z warnings.warn(msg) 2025-07-24T04:20:35.7345740Z 2025-07-24T04:20:35.7345840Z --- Parse Warning: 45 / 136 --- 2025-07-24T04:20:35.7346540Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Transformer.forward in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py line=186. 2025-07-24T04:20:35.7346700Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7346790Z Take in and process masked source/target sequences. 2025-07-24T04:20:35.7346830Z 2025-07-24T04:20:35.7346880Z .. note:: 2025-07-24T04:20:35.7346920Z 2025-07-24T04:20:35.7347150Z If a boolean tensor is provided for any of the [src/tgt/memory]_mask arguments, positions with a ``True`` value are 2025-07-24T04:20:35.7347240Z not allowed to participate in the attention, 2025-07-24T04:20:35.7347360Z which is the opposite of the definition for :attr:`attn_mask` 2025-07-24T04:20:35.7347480Z in :func:`torch.nn.functional.scaled_dot_product_attention`. 2025-07-24T04:20:35.7347520Z 2025-07-24T04:20:35.7347560Z Args: 2025-07-24T04:20:35.7347680Z src: the sequence to the encoder (required). 2025-07-24T04:20:35.7347760Z tgt: the sequence to the decoder (required). 2025-07-24T04:20:35.7347880Z src_mask: the additive mask for the src sequence (optional). 2025-07-24T04:20:35.7347990Z tgt_mask: the additive mask for the tgt sequence (optional). 2025-07-24T04:20:35.7348110Z memory_mask: the additive mask for the encoder output (optional). 2025-07-24T04:20:35.7348350Z src_key_padding_mask: the Tensor mask for src keys per batch (optional). 2025-07-24T04:20:35.7348490Z tgt_key_padding_mask: the Tensor mask for tgt keys per batch (optional). 2025-07-24T04:20:35.7348660Z memory_key_padding_mask: the Tensor mask for memory keys per batch (optional). 2025-07-24T04:20:35.7348810Z src_is_causal: If specified, applies a causal mask as ``src_mask``. 2025-07-24T04:20:35.7348910Z Default: ``None``; try to detect a causal mask. 2025-07-24T04:20:35.7348960Z Warning: 2025-07-24T04:20:35.7349060Z ``src_is_causal`` provides a hint that ``src_mask`` is 2025-07-24T04:20:35.7349170Z the causal mask. Providing incorrect hints can result in 2025-07-24T04:20:35.7349280Z incorrect execution, including forward and backward 2025-07-24T04:20:35.7349330Z compatibility. 2025-07-24T04:20:35.7349460Z tgt_is_causal: If specified, applies a causal mask as ``tgt_mask``. 2025-07-24T04:20:35.7349550Z Default: ``None``; try to detect a causal mask. 2025-07-24T04:20:35.7349610Z Warning: 2025-07-24T04:20:35.7349700Z ``tgt_is_causal`` provides a hint that ``tgt_mask`` is 2025-07-24T04:20:35.7349810Z the causal mask. Providing incorrect hints can result in 2025-07-24T04:20:35.7349920Z incorrect execution, including forward and backward 2025-07-24T04:20:35.7349970Z compatibility. 2025-07-24T04:20:35.7350080Z memory_is_causal: If specified, applies a causal mask as 2025-07-24T04:20:35.7350140Z ``memory_mask``. 2025-07-24T04:20:35.7350190Z Default: ``False``. 2025-07-24T04:20:35.7350240Z Warning: 2025-07-24T04:20:35.7350330Z ``memory_is_causal`` provides a hint that 2025-07-24T04:20:35.7350430Z ``memory_mask`` is the causal mask. Providing incorrect 2025-07-24T04:20:35.7350530Z hints can result in incorrect execution, including 2025-07-24T04:20:35.7350610Z forward and backward compatibility. 2025-07-24T04:20:35.7350650Z 2025-07-24T04:20:35.7350700Z Shape: 2025-07-24T04:20:35.7350860Z - src: :math:`(S, E)` for unbatched input, :math:`(S, N, E)` if `batch_first=False` or 2025-07-24T04:20:35.7350930Z `(N, S, E)` if `batch_first=True`. 2025-07-24T04:20:35.7351080Z - tgt: :math:`(T, E)` for unbatched input, :math:`(T, N, E)` if `batch_first=False` or 2025-07-24T04:20:35.7351150Z `(N, T, E)` if `batch_first=True`. 2025-07-24T04:20:35.7351270Z - src_mask: :math:`(S, S)` or :math:`(N\cdot\text{num\_heads}, S, S)`. 2025-07-24T04:20:35.7351390Z - tgt_mask: :math:`(T, T)` or :math:`(N\cdot\text{num\_heads}, T, T)`. 2025-07-24T04:20:35.7351450Z - memory_mask: :math:`(T, S)`. 2025-07-24T04:20:35.7351600Z - src_key_padding_mask: :math:`(S)` for unbatched input otherwise :math:`(N, S)`. 2025-07-24T04:20:35.7351750Z - tgt_key_padding_mask: :math:`(T)` for unbatched input otherwise :math:`(N, T)`. 2025-07-24T04:20:35.7351910Z - memory_key_padding_mask: :math:`(S)` for unbatched input otherwise :math:`(N, S)`. 2025-07-24T04:20:35.7351950Z 2025-07-24T04:20:35.7352160Z Note: [src/tgt/memory]_mask ensures that position :math:`i` is allowed to attend the unmasked 2025-07-24T04:20:35.7352290Z positions. If a BoolTensor is provided, positions with ``True`` 2025-07-24T04:20:35.7352450Z are not allowed to attend while ``False`` values will be unchanged. If a FloatTensor 2025-07-24T04:20:35.7352550Z is provided, it will be added to the attention weight. 2025-07-24T04:20:35.7352740Z [src/tgt/memory]_key_padding_mask provides specified elements in the key to be ignored by 2025-07-24T04:20:35.7352890Z the attention. If a BoolTensor is provided, the positions with the 2025-07-24T04:20:35.7353110Z value of ``True`` will be ignored while the position with the value of ``False`` will be unchanged. 2025-07-24T04:20:35.7353150Z 2025-07-24T04:20:35.7353320Z - output: :math:`(T, E)` for unbatched input, :math:`(T, N, E)` if `batch_first=False` or 2025-07-24T04:20:35.7353400Z `(N, T, E)` if `batch_first=True`. 2025-07-24T04:20:35.7353440Z 2025-07-24T04:20:35.7353590Z Note: Due to the multi-head attention architecture in the transformer model, 2025-07-24T04:20:35.7353740Z the output sequence length of a transformer is same as the input sequence 2025-07-24T04:20:35.7353810Z (i.e. target) length of the decoder. 2025-07-24T04:20:35.7353850Z 2025-07-24T04:20:35.7354050Z where :math:`S` is the source sequence length, :math:`T` is the target sequence length, :math:`N` is the 2025-07-24T04:20:35.7354130Z batch size, :math:`E` is the feature number 2025-07-24T04:20:35.7354170Z 2025-07-24T04:20:35.7354220Z Examples: 2025-07-24T04:20:35.7354280Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7354350Z >>> output = transformer_model( 2025-07-24T04:20:35.7354440Z ... src, tgt, src_mask=src_mask, tgt_mask=tgt_mask 2025-07-24T04:20:35.7354490Z ... ) 2025-07-24T04:20:35.7354530Z 2025-07-24T04:20:35.7354680Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7354730Z 2025-07-24T04:20:35.7354780Z warnings.warn(msg) 2025-07-24T04:20:35.7354820Z 2025-07-24T04:20:35.7354920Z --- Parse Warning: 46 / 136 --- 2025-07-24T04:20:35.7355580Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=EmbeddingBag in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/sparse.py line=272. 2025-07-24T04:20:35.7355740Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7355940Z Compute sums or means of 'bags' of embeddings, without instantiating the intermediate embeddings. 2025-07-24T04:20:35.7355980Z 2025-07-24T04:20:35.7356170Z For bags of constant length, no :attr:`per_sample_weights`, no indices equal to :attr:`padding_idx`, 2025-07-24T04:20:35.7356240Z and with 2D inputs, this class 2025-07-24T04:20:35.7356280Z 2025-07-24T04:20:35.7356460Z * with ``mode="sum"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.sum(dim=1)``, 2025-07-24T04:20:35.7356650Z * with ``mode="mean"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.mean(dim=1)``, 2025-07-24T04:20:35.7356830Z * with ``mode="max"`` is equivalent to :class:`~torch.nn.Embedding` followed by ``torch.max(dim=1)``. 2025-07-24T04:20:35.7356870Z 2025-07-24T04:20:35.7357080Z However, :class:`~torch.nn.EmbeddingBag` is much more time and memory efficient than using a chain of these 2025-07-24T04:20:35.7357130Z operations. 2025-07-24T04:20:35.7357170Z 2025-07-24T04:20:35.7357330Z EmbeddingBag also supports per-sample weights as an argument to the forward 2025-07-24T04:20:35.7357500Z pass. This scales the output of the Embedding before performing a weighted 2025-07-24T04:20:35.7357650Z reduction as specified by ``mode``. If :attr:`per_sample_weights` is passed, the 2025-07-24T04:20:35.7357790Z only supported ``mode`` is ``"sum"``, which computes a weighted sum according to 2025-07-24T04:20:35.7357850Z :attr:`per_sample_weights`. 2025-07-24T04:20:35.7357890Z 2025-07-24T04:20:35.7357930Z Args: 2025-07-24T04:20:35.7358070Z num_embeddings (int): size of the dictionary of embeddings 2025-07-24T04:20:35.7358170Z embedding_dim (int): the size of each embedding vector 2025-07-24T04:20:35.7358390Z max_norm (float, optional): If given, each embedding vector with norm larger than :attr:`max_norm` 2025-07-24T04:20:35.7358490Z is renormalized to have norm :attr:`max_norm`. 2025-07-24T04:20:35.7358720Z norm_type (float, optional): The p of the p-norm to compute for the :attr:`max_norm` option. Default ``2``. 2025-07-24T04:20:35.7358920Z scale_grad_by_freq (bool, optional): if given, this will scale gradients by the inverse of frequency of 2025-07-24T04:20:35.7359030Z the words in the mini-batch. Default ``False``. 2025-07-24T04:20:35.7359150Z Note: this option is not supported when ``mode="max"``. 2025-07-24T04:20:35.7359300Z mode (str, optional): ``"sum"``, ``"mean"`` or ``"max"``. Specifies the way to reduce the bag. 2025-07-24T04:20:35.7359440Z ``"sum"`` computes the weighted sum, taking :attr:`per_sample_weights` 2025-07-24T04:20:35.7359580Z into consideration. ``"mean"`` computes the average of the values 2025-07-24T04:20:35.7359690Z in the bag, ``"max"`` computes the max value over each bag. 2025-07-24T04:20:35.7359770Z Default: ``"mean"`` 2025-07-24T04:20:35.7359960Z sparse (bool, optional): if ``True``, gradient w.r.t. :attr:`weight` matrix will be a sparse tensor. See 2025-07-24T04:20:35.7360120Z Notes for more details regarding sparse gradients. Note: this option is not 2025-07-24T04:20:35.7360210Z supported when ``mode="max"``. 2025-07-24T04:20:35.7360430Z include_last_offset (bool, optional): if ``True``, :attr:`offsets` has one additional element, where the last element 2025-07-24T04:20:35.7360570Z is equivalent to the size of `indices`. This matches the CSR format. 2025-07-24T04:20:35.7360770Z padding_idx (int, optional): If specified, the entries at :attr:`padding_idx` do not contribute to the 2025-07-24T04:20:35.7360940Z gradient; therefore, the embedding vector at :attr:`padding_idx` is not updated 2025-07-24T04:20:35.7361090Z during training, i.e. it remains as a fixed "pad". For a newly constructed 2025-07-24T04:20:35.7361250Z EmbeddingBag, the embedding vector at :attr:`padding_idx` will default to all 2025-07-24T04:20:35.7361410Z zeros, but can be updated to another value to be used as the padding vector. 2025-07-24T04:20:35.7361550Z Note that the embedding vector at :attr:`padding_idx` is excluded from the 2025-07-24T04:20:35.7361620Z reduction. 2025-07-24T04:20:35.7361660Z 2025-07-24T04:20:35.7361710Z Attributes: 2025-07-24T04:20:35.7361900Z weight (Tensor): the learnable weights of the module of shape `(num_embeddings, embedding_dim)` 2025-07-24T04:20:35.7361990Z initialized from :math:`\mathcal{N}(0, 1)`. 2025-07-24T04:20:35.7362060Z 2025-07-24T04:20:35.7362100Z Examples:: 2025-07-24T04:20:35.7362140Z 2025-07-24T04:20:35.7362250Z >>> # an EmbeddingBag module containing 10 tensors of size 3 2025-07-24T04:20:35.7362350Z >>> embedding_sum = nn.EmbeddingBag(10, 3, mode='sum') 2025-07-24T04:20:35.7362420Z >>> # a batch of 2 samples of 4 indices each 2025-07-24T04:20:35.7362540Z >>> input = torch.tensor([1, 2, 4, 5, 4, 3, 2, 9], dtype=torch.long) 2025-07-24T04:20:35.7362650Z >>> offsets = torch.tensor([0, 4], dtype=torch.long) 2025-07-24T04:20:35.7362740Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-07-24T04:20:35.7362830Z >>> embedding_sum(input, offsets) 2025-07-24T04:20:35.7362900Z tensor([[-0.8861, -5.4350, -0.0523], 2025-07-24T04:20:35.7362960Z [ 1.1306, -2.5798, -1.0044]]) 2025-07-24T04:20:35.7363020Z 2025-07-24T04:20:35.7363090Z >>> # Example with padding_idx 2025-07-24T04:20:35.7363220Z >>> embedding_sum = nn.EmbeddingBag(10, 3, mode='sum', padding_idx=2) 2025-07-24T04:20:35.7363330Z >>> input = torch.tensor([2, 2, 2, 2, 4, 3, 2, 9], dtype=torch.long) 2025-07-24T04:20:35.7363420Z >>> offsets = torch.tensor([0, 4], dtype=torch.long) 2025-07-24T04:20:35.7363490Z >>> embedding_sum(input, offsets) 2025-07-24T04:20:35.7363550Z tensor([[ 0.0000, 0.0000, 0.0000], 2025-07-24T04:20:35.7363620Z [-0.7082, 3.2145, -2.6251]]) 2025-07-24T04:20:35.7363660Z 2025-07-24T04:20:35.7363770Z >>> # An EmbeddingBag can be loaded from an Embedding like so 2025-07-24T04:20:35.7363860Z >>> embedding = nn.Embedding(10, 3, padding_idx=2) 2025-07-24T04:20:35.7363960Z >>> embedding_sum = nn.EmbeddingBag.from_pretrained( 2025-07-24T04:20:35.7364020Z embedding.weight, 2025-07-24T04:20:35.7364100Z padding_idx=embedding.padding_idx, 2025-07-24T04:20:35.7364150Z mode='sum') 2025-07-24T04:20:35.7364200Z 2025-07-24T04:20:35.7364350Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7364390Z 2025-07-24T04:20:35.7364440Z warnings.warn(msg) 2025-07-24T04:20:35.7364480Z 2025-07-24T04:20:35.7364580Z --- Parse Warning: 47 / 136 --- 2025-07-24T04:20:35.7365280Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=batch_isend_irecv in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=2706. 2025-07-24T04:20:35.7365440Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7365480Z 2025-07-24T04:20:35.7365630Z Send or Receive a batch of tensors asynchronously and return a list of requests. 2025-07-24T04:20:35.7365670Z 2025-07-24T04:20:35.7365820Z Process each of the operations in ``p2p_op_list`` and return the corresponding 2025-07-24T04:20:35.7365940Z requests. NCCL, Gloo, and UCC backend are currently supported. 2025-07-24T04:20:35.7365980Z 2025-07-24T04:20:35.7366020Z Args: 2025-07-24T04:20:35.7366160Z p2p_op_list: A list of point-to-point operations(type of each operator is 2025-07-24T04:20:35.7366300Z ``torch.distributed.P2POp``). The order of the isend/irecv in the list 2025-07-24T04:20:35.7366430Z matters and it needs to match with corresponding isend/irecv on the 2025-07-24T04:20:35.7366480Z remote end. 2025-07-24T04:20:35.7366520Z 2025-07-24T04:20:35.7366570Z Returns: 2025-07-24T04:20:35.7366710Z A list of distributed request objects returned by calling the corresponding 2025-07-24T04:20:35.7366770Z op in the op_list. 2025-07-24T04:20:35.7366810Z 2025-07-24T04:20:35.7366850Z Examples: 2025-07-24T04:20:35.7366950Z >>> # xdoctest: +SKIP("no rank") 2025-07-24T04:20:35.7367070Z >>> send_tensor = torch.arange(2, dtype=torch.float32) + 2 * rank 2025-07-24T04:20:35.7367160Z >>> recv_tensor = torch.randn(2, dtype=torch.float32) 2025-07-24T04:20:35.7367290Z >>> send_op = dist.P2POp(dist.isend, send_tensor, (rank + 1) % world_size) 2025-07-24T04:20:35.7367350Z >>> recv_op = dist.P2POp( 2025-07-24T04:20:35.7367460Z ... dist.irecv, recv_tensor, (rank - 1 + world_size) % world_size 2025-07-24T04:20:35.7367530Z ... ) 2025-07-24T04:20:35.7367620Z >>> reqs = batch_isend_irecv([send_op, recv_op]) 2025-07-24T04:20:35.7367670Z >>> for req in reqs: 2025-07-24T04:20:35.7367740Z >>> req.wait() 2025-07-24T04:20:35.7367790Z >>> recv_tensor 2025-07-24T04:20:35.7367840Z tensor([2, 3]) # Rank 0 2025-07-24T04:20:35.7367920Z tensor([0, 1]) # Rank 1 2025-07-24T04:20:35.7367960Z 2025-07-24T04:20:35.7368110Z .. note:: Note that when this API is used with the NCCL PG backend, users must set 2025-07-24T04:20:35.7368250Z the current GPU device with `torch.cuda.set_device`, otherwise it will 2025-07-24T04:20:35.7368310Z lead to unexpected hang issues. 2025-07-24T04:20:35.7368350Z 2025-07-24T04:20:35.7368480Z In addition, if this API is the first collective call in the ``group`` 2025-07-24T04:20:35.7368610Z passed to ``dist.P2POp``, all ranks of the ``group`` must participate in 2025-07-24T04:20:35.7368750Z this API call; otherwise, the behavior is undefined. If this API call is 2025-07-24T04:20:35.7368900Z not the first collective call in the ``group``, batched P2P operations 2025-07-24T04:20:35.7369020Z involving only a subset of ranks of the ``group`` are allowed. 2025-07-24T04:20:35.7369060Z 2025-07-24T04:20:35.7369210Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7369250Z 2025-07-24T04:20:35.7369310Z warnings.warn(msg) 2025-07-24T04:20:35.7369350Z 2025-07-24T04:20:35.7369450Z --- Parse Warning: 48 / 136 --- 2025-07-24T04:20:35.7370130Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=all_reduce in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=2838. 2025-07-24T04:20:35.7370290Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7370330Z 2025-07-24T04:20:35.7370490Z Reduces the tensor data across all machines in a way that all get the final result. 2025-07-24T04:20:35.7370530Z 2025-07-24T04:20:35.7370680Z After the call ``tensor`` is going to be bitwise identical in all processes. 2025-07-24T04:20:35.7370720Z 2025-07-24T04:20:35.7370780Z Complex tensors are supported. 2025-07-24T04:20:35.7370820Z 2025-07-24T04:20:35.7370860Z Args: 2025-07-24T04:20:35.7370990Z tensor (Tensor): Input and output of the collective. The function 2025-07-24T04:20:35.7371040Z operates in-place. 2025-07-24T04:20:35.7371110Z op (optional): One of the values from 2025-07-24T04:20:35.7371180Z ``torch.distributed.ReduceOp`` 2025-07-24T04:20:35.7371300Z enum. Specifies an operation used for element-wise reductions. 2025-07-24T04:20:35.7371440Z group (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:35.7371520Z the default process group will be used. 2025-07-24T04:20:35.7371640Z async_op (bool, optional): Whether this op should be an async op 2025-07-24T04:20:35.7371680Z 2025-07-24T04:20:35.7371730Z Returns: 2025-07-24T04:20:35.7371810Z Async work handle, if async_op is set to True. 2025-07-24T04:20:35.7371900Z None, if not async_op or if not part of the group 2025-07-24T04:20:35.7371940Z 2025-07-24T04:20:35.7372010Z Examples: 2025-07-24T04:20:35.7372070Z >>> # xdoctest: +SKIP("no rank") 2025-07-24T04:20:35.7372160Z >>> # All tensors below are of torch.int64 type. 2025-07-24T04:20:35.7372230Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:35.7372300Z >>> device = torch.device(f"cuda:{rank}") 2025-07-24T04:20:35.7372440Z >>> tensor = torch.arange(2, dtype=torch.int64, device=device) + 1 + 2 * rank 2025-07-24T04:20:35.7372510Z >>> tensor 2025-07-24T04:20:35.7372580Z tensor([1, 2], device='cuda:0') # Rank 0 2025-07-24T04:20:35.7372640Z tensor([3, 4], device='cuda:1') # Rank 1 2025-07-24T04:20:35.7372750Z >>> dist.all_reduce(tensor, op=ReduceOp.SUM) 2025-07-24T04:20:35.7372800Z >>> tensor 2025-07-24T04:20:35.7372860Z tensor([4, 6], device='cuda:0') # Rank 0 2025-07-24T04:20:35.7372950Z tensor([4, 6], device='cuda:1') # Rank 1 2025-07-24T04:20:35.7372990Z 2025-07-24T04:20:35.7373080Z >>> # All tensors below are of torch.cfloat type. 2025-07-24T04:20:35.7373150Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:35.7373210Z >>> tensor = torch.tensor( 2025-07-24T04:20:35.7373300Z ... [1 + 1j, 2 + 2j], dtype=torch.cfloat, device=device 2025-07-24T04:20:35.7373350Z ... ) + 2 * rank * (1 + 1j) 2025-07-24T04:20:35.7373400Z >>> tensor 2025-07-24T04:20:35.7373480Z tensor([1.+1.j, 2.+2.j], device='cuda:0') # Rank 0 2025-07-24T04:20:35.7373570Z tensor([3.+3.j, 4.+4.j], device='cuda:1') # Rank 1 2025-07-24T04:20:35.7373650Z >>> dist.all_reduce(tensor, op=ReduceOp.SUM) 2025-07-24T04:20:35.7373690Z >>> tensor 2025-07-24T04:20:35.7373770Z tensor([4.+4.j, 6.+6.j], device='cuda:0') # Rank 0 2025-07-24T04:20:35.7373860Z tensor([4.+4.j, 6.+6.j], device='cuda:1') # Rank 1 2025-07-24T04:20:35.7373900Z 2025-07-24T04:20:35.7373940Z 2025-07-24T04:20:35.7374090Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7374130Z 2025-07-24T04:20:35.7374190Z warnings.warn(msg) 2025-07-24T04:20:35.7374220Z 2025-07-24T04:20:35.7376950Z --- Parse Warning: 49 / 136 --- 2025-07-24T04:20:35.7377660Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=gather_object in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=3198. 2025-07-24T04:20:35.7377820Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7377860Z 2025-07-24T04:20:35.7378000Z Gathers picklable objects from the whole group in a single process. 2025-07-24T04:20:35.7378040Z 2025-07-24T04:20:35.7378180Z Similar to :func:`gather`, but Python objects can be passed in. Note that the 2025-07-24T04:20:35.7378280Z object must be picklable in order to be gathered. 2025-07-24T04:20:35.7378320Z 2025-07-24T04:20:35.7378360Z Args: 2025-07-24T04:20:35.7378440Z obj (Any): Input object. Must be picklable. 2025-07-24T04:20:35.7378570Z object_gather_list (list[Any]): Output list. On the ``dst`` rank, it 2025-07-24T04:20:35.7378680Z should be correctly sized as the size of the group for this 2025-07-24T04:20:35.7378810Z collective and will contain the output. Must be ``None`` on non-dst 2025-07-24T04:20:35.7378870Z ranks. (default is ``None``) 2025-07-24T04:20:35.7379070Z dst (int, optional): Destination rank on global process group (regardless of ``group`` argument). 2025-07-24T04:20:35.7379190Z (If both ``dst`` and ``group_dst`` are None, default is global rank 0) 2025-07-24T04:20:35.7379330Z group: (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:35.7379450Z the default process group will be used. Default is ``None``. 2025-07-24T04:20:35.7379720Z group_dst (int, optional): Destination rank on ``group``. Invalid to specify both ``dst`` and ``group_dst`` 2025-07-24T04:20:35.7379760Z 2025-07-24T04:20:35.7379800Z Returns: 2025-07-24T04:20:35.7379920Z None. On the ``dst`` rank, ``object_gather_list`` will contain the 2025-07-24T04:20:35.7379970Z output of the collective. 2025-07-24T04:20:35.7380020Z 2025-07-24T04:20:35.7380150Z .. note:: Note that this API differs slightly from the gather collective 2025-07-24T04:20:35.7380310Z since it does not provide an async_op handle and thus will be a blocking 2025-07-24T04:20:35.7380350Z call. 2025-07-24T04:20:35.7380400Z 2025-07-24T04:20:35.7380560Z .. note:: For NCCL-based processed groups, internal tensor representations 2025-07-24T04:20:35.7380690Z of objects must be moved to the GPU device before communication takes 2025-07-24T04:20:35.7380810Z place. In this case, the device used is given by 2025-07-24T04:20:35.7380950Z ``torch.cuda.current_device()`` and it is the user's responsibility to 2025-07-24T04:20:35.7381080Z ensure that this is set so that each rank has an individual GPU, via 2025-07-24T04:20:35.7381140Z ``torch.cuda.set_device()``. 2025-07-24T04:20:35.7381180Z 2025-07-24T04:20:35.7381220Z .. warning:: 2025-07-24T04:20:35.7381360Z Object collectives have a number of serious performance and scalability 2025-07-24T04:20:35.7381470Z limitations. See :ref:`object_collectives` for details. 2025-07-24T04:20:35.7381520Z 2025-07-24T04:20:35.7381560Z .. warning:: 2025-07-24T04:20:35.7381680Z :func:`gather_object` uses ``pickle`` module implicitly, which is 2025-07-24T04:20:35.7381820Z known to be insecure. It is possible to construct malicious pickle data 2025-07-24T04:20:35.7381960Z which will execute arbitrary code during unpickling. Only call this 2025-07-24T04:20:35.7382020Z function with data you trust. 2025-07-24T04:20:35.7382060Z 2025-07-24T04:20:35.7382100Z .. warning:: 2025-07-24T04:20:35.7382230Z Calling :func:`gather_object` with GPU tensors is not well supported 2025-07-24T04:20:35.7382370Z and inefficient as it incurs GPU -> CPU transfer since tensors would be 2025-07-24T04:20:35.7382470Z pickled. Please consider using :func:`gather` instead. 2025-07-24T04:20:35.7382510Z 2025-07-24T04:20:35.7382560Z Example:: 2025-07-24T04:20:35.7382640Z >>> # xdoctest: +SKIP("need process group init") 2025-07-24T04:20:35.7382750Z >>> # Note: Process group initialization omitted on each rank. 2025-07-24T04:20:35.7382830Z >>> import torch.distributed as dist 2025-07-24T04:20:35.7382890Z >>> # Assumes world_size of 3. 2025-07-24T04:20:35.7383000Z >>> gather_objects = ["foo", 12, {1: 2}] # any picklable object 2025-07-24T04:20:35.7383070Z >>> output = [None for _ in gather_objects] 2025-07-24T04:20:35.7383120Z >>> dist.gather_object( 2025-07-24T04:20:35.7383200Z ... gather_objects[dist.get_rank()], 2025-07-24T04:20:35.7383280Z ... output if dist.get_rank() == 0 else None, 2025-07-24T04:20:35.7383320Z ... dst=0 2025-07-24T04:20:35.7383370Z ... ) 2025-07-24T04:20:35.7383410Z >>> # On rank 0 2025-07-24T04:20:35.7383450Z >>> output 2025-07-24T04:20:35.7383500Z ['foo', 12, {1: 2}] 2025-07-24T04:20:35.7383540Z 2025-07-24T04:20:35.7383700Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7383740Z 2025-07-24T04:20:35.7383790Z warnings.warn(msg) 2025-07-24T04:20:35.7383830Z 2025-07-24T04:20:35.7383950Z --- Parse Warning: 50 / 136 --- 2025-07-24T04:20:35.7384630Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=all_gather in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=3794. 2025-07-24T04:20:35.7384810Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7384850Z 2025-07-24T04:20:35.7384940Z Gathers tensors from the whole group in a list. 2025-07-24T04:20:35.7384980Z 2025-07-24T04:20:35.7385060Z Complex and uneven sized tensors are supported. 2025-07-24T04:20:35.7385100Z 2025-07-24T04:20:35.7385140Z Args: 2025-07-24T04:20:35.7385270Z tensor_list (list[Tensor]): Output list. It should contain 2025-07-24T04:20:35.7385400Z correctly-sized tensors to be used for output of the collective. 2025-07-24T04:20:35.7385500Z Uneven sized tensors are supported. 2025-07-24T04:20:35.7385610Z tensor (Tensor): Tensor to be broadcast from current process. 2025-07-24T04:20:35.7385770Z group (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:35.7385850Z the default process group will be used. 2025-07-24T04:20:35.7385980Z async_op (bool, optional): Whether this op should be an async op 2025-07-24T04:20:35.7386010Z 2025-07-24T04:20:35.7386060Z Returns: 2025-07-24T04:20:35.7386140Z Async work handle, if async_op is set to True. 2025-07-24T04:20:35.7386230Z None, if not async_op or if not part of the group 2025-07-24T04:20:35.7386270Z 2025-07-24T04:20:35.7386320Z Examples: 2025-07-24T04:20:35.7386400Z >>> # xdoctest: +SKIP("need process group init") 2025-07-24T04:20:35.7386480Z >>> # All tensors below are of torch.int64 dtype. 2025-07-24T04:20:35.7386560Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:35.7386630Z >>> device = torch.device(f"cuda:{rank}") 2025-07-24T04:20:35.7386680Z >>> tensor_list = [ 2025-07-24T04:20:35.7386810Z ... torch.zeros(2, dtype=torch.int64, device=device) for _ in range(2) 2025-07-24T04:20:35.7386850Z ... ] 2025-07-24T04:20:35.7386900Z >>> tensor_list 2025-07-24T04:20:35.7387030Z [tensor([0, 0], device='cuda:0'), tensor([0, 0], device='cuda:0')] # Rank 0 2025-07-24T04:20:35.7387150Z [tensor([0, 0], device='cuda:1'), tensor([0, 0], device='cuda:1')] # Rank 1 2025-07-24T04:20:35.7387290Z >>> tensor = torch.arange(2, dtype=torch.int64, device=device) + 1 + 2 * rank 2025-07-24T04:20:35.7387330Z >>> tensor 2025-07-24T04:20:35.7387400Z tensor([1, 2], device='cuda:0') # Rank 0 2025-07-24T04:20:35.7387470Z tensor([3, 4], device='cuda:1') # Rank 1 2025-07-24T04:20:35.7387540Z >>> dist.all_gather(tensor_list, tensor) 2025-07-24T04:20:35.7387590Z >>> tensor_list 2025-07-24T04:20:35.7387710Z [tensor([1, 2], device='cuda:0'), tensor([3, 4], device='cuda:0')] # Rank 0 2025-07-24T04:20:35.7387830Z [tensor([1, 2], device='cuda:1'), tensor([3, 4], device='cuda:1')] # Rank 1 2025-07-24T04:20:35.7387870Z 2025-07-24T04:20:35.7387960Z >>> # All tensors below are of torch.cfloat dtype. 2025-07-24T04:20:35.7388030Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:35.7388080Z >>> tensor_list = [ 2025-07-24T04:20:35.7388210Z ... torch.zeros(2, dtype=torch.cfloat, device=device) for _ in range(2) 2025-07-24T04:20:35.7388260Z ... ] 2025-07-24T04:20:35.7388310Z >>> tensor_list 2025-07-24T04:20:35.7388460Z [tensor([0.+0.j, 0.+0.j], device='cuda:0'), tensor([0.+0.j, 0.+0.j], device='cuda:0')] # Rank 0 2025-07-24T04:20:35.7388610Z [tensor([0.+0.j, 0.+0.j], device='cuda:1'), tensor([0.+0.j, 0.+0.j], device='cuda:1')] # Rank 1 2025-07-24T04:20:35.7388670Z >>> tensor = torch.tensor( 2025-07-24T04:20:35.7388760Z ... [1 + 1j, 2 + 2j], dtype=torch.cfloat, device=device 2025-07-24T04:20:35.7388820Z ... ) + 2 * rank * (1 + 1j) 2025-07-24T04:20:35.7388860Z >>> tensor 2025-07-24T04:20:35.7388940Z tensor([1.+1.j, 2.+2.j], device='cuda:0') # Rank 0 2025-07-24T04:20:35.7389060Z tensor([3.+3.j, 4.+4.j], device='cuda:1') # Rank 1 2025-07-24T04:20:35.7389130Z >>> dist.all_gather(tensor_list, tensor) 2025-07-24T04:20:35.7389170Z >>> tensor_list 2025-07-24T04:20:35.7389320Z [tensor([1.+1.j, 2.+2.j], device='cuda:0'), tensor([3.+3.j, 4.+4.j], device='cuda:0')] # Rank 0 2025-07-24T04:20:35.7389470Z [tensor([1.+1.j, 2.+2.j], device='cuda:1'), tensor([3.+3.j, 4.+4.j], device='cuda:1')] # Rank 1 2025-07-24T04:20:35.7389540Z 2025-07-24T04:20:35.7389580Z 2025-07-24T04:20:35.7389730Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7389770Z 2025-07-24T04:20:35.7389820Z warnings.warn(msg) 2025-07-24T04:20:35.7389880Z 2025-07-24T04:20:35.7389980Z --- Parse Warning: 51 / 136 --- 2025-07-24T04:20:35.7390700Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=all_to_all_single in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=4500. 2025-07-24T04:20:35.7390850Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7390900Z 2025-07-24T04:20:35.7391050Z Split input tensor and then scatter the split list to all processes in a group. 2025-07-24T04:20:35.7391090Z 2025-07-24T04:20:35.7391240Z Later the received tensors are concatenated from all the processes in the group 2025-07-24T04:20:35.7391320Z and returned as a single output tensor. 2025-07-24T04:20:35.7391360Z 2025-07-24T04:20:35.7391420Z Complex tensors are supported. 2025-07-24T04:20:35.7391460Z 2025-07-24T04:20:35.7391500Z Args: 2025-07-24T04:20:35.7391600Z output (Tensor): Gathered concatenated output tensor. 2025-07-24T04:20:35.7391680Z input (Tensor): Input tensor to scatter. 2025-07-24T04:20:35.7391820Z output_split_sizes: (list[Int], optional): Output split sizes for dim 0 2025-07-24T04:20:35.7391940Z if specified None or empty, dim 0 of ``output`` tensor must divide 2025-07-24T04:20:35.7392000Z equally by ``world_size``. 2025-07-24T04:20:35.7392130Z input_split_sizes: (list[Int], optional): Input split sizes for dim 0 2025-07-24T04:20:35.7392260Z if specified None or empty, dim 0 of ``input`` tensor must divide 2025-07-24T04:20:35.7392310Z equally by ``world_size``. 2025-07-24T04:20:35.7392450Z group (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:35.7392530Z the default process group will be used. 2025-07-24T04:20:35.7392650Z async_op (bool, optional): Whether this op should be an async op. 2025-07-24T04:20:35.7392700Z 2025-07-24T04:20:35.7392740Z Returns: 2025-07-24T04:20:35.7392820Z Async work handle, if async_op is set to True. 2025-07-24T04:20:35.7392910Z None, if not async_op or if not part of the group. 2025-07-24T04:20:35.7392960Z 2025-07-24T04:20:35.7393000Z .. warning:: 2025-07-24T04:20:35.7393110Z `all_to_all_single` is experimental and subject to change. 2025-07-24T04:20:35.7393150Z 2025-07-24T04:20:35.7393190Z Examples: 2025-07-24T04:20:35.7393260Z >>> # xdoctest: +SKIP("Undefined rank") 2025-07-24T04:20:35.7393330Z >>> input = torch.arange(4) + rank * 4 2025-07-24T04:20:35.7393370Z >>> input 2025-07-24T04:20:35.7393430Z tensor([0, 1, 2, 3]) # Rank 0 2025-07-24T04:20:35.7393490Z tensor([4, 5, 6, 7]) # Rank 1 2025-07-24T04:20:35.7393540Z tensor([8, 9, 10, 11]) # Rank 2 2025-07-24T04:20:35.7393600Z tensor([12, 13, 14, 15]) # Rank 3 2025-07-24T04:20:35.7393680Z >>> output = torch.empty([4], dtype=torch.int64) 2025-07-24T04:20:35.7393760Z >>> dist.all_to_all_single(output, input) 2025-07-24T04:20:35.7393810Z >>> output 2025-07-24T04:20:35.7393860Z tensor([0, 4, 8, 12]) # Rank 0 2025-07-24T04:20:35.7393950Z tensor([1, 5, 9, 13]) # Rank 1 2025-07-24T04:20:35.7394000Z tensor([2, 6, 10, 14]) # Rank 2 2025-07-24T04:20:35.7394050Z tensor([3, 7, 11, 15]) # Rank 3 2025-07-24T04:20:35.7394100Z 2025-07-24T04:20:35.7394200Z >>> # Essentially, it is similar to following operation: 2025-07-24T04:20:35.7394280Z >>> scatter_list = list(input.chunk(world_size)) 2025-07-24T04:20:35.7394360Z >>> gather_list = list(output.chunk(world_size)) 2025-07-24T04:20:35.7394440Z >>> for i in range(world_size): 2025-07-24T04:20:35.7394590Z >>> dist.scatter(gather_list[i], scatter_list if i == rank else [], src = i) 2025-07-24T04:20:35.7394650Z 2025-07-24T04:20:35.7394730Z >>> # Another example with uneven split 2025-07-24T04:20:35.7394770Z >>> input 2025-07-24T04:20:35.7394890Z tensor([0, 1, 2, 3, 4, 5]) # Rank 0 2025-07-24T04:20:35.7394990Z tensor([10, 11, 12, 13, 14, 15, 16, 17, 18]) # Rank 1 2025-07-24T04:20:35.7395090Z tensor([20, 21, 22, 23, 24]) # Rank 2 2025-07-24T04:20:35.7395190Z tensor([30, 31, 32, 33, 34, 35, 36]) # Rank 3 2025-07-24T04:20:35.7395240Z >>> input_splits 2025-07-24T04:20:35.7395320Z [2, 2, 1, 1] # Rank 0 2025-07-24T04:20:35.7395400Z [3, 2, 2, 2] # Rank 1 2025-07-24T04:20:35.7395480Z [2, 1, 1, 1] # Rank 2 2025-07-24T04:20:35.7395560Z [2, 2, 2, 1] # Rank 3 2025-07-24T04:20:35.7395610Z >>> output_splits 2025-07-24T04:20:35.7395690Z [2, 3, 2, 2] # Rank 0 2025-07-24T04:20:35.7395760Z [2, 2, 1, 2] # Rank 1 2025-07-24T04:20:35.7395840Z [1, 2, 1, 2] # Rank 2 2025-07-24T04:20:35.7395920Z [1, 2, 1, 1] # Rank 3 2025-07-24T04:20:35.7395970Z >>> output = ... 2025-07-24T04:20:35.7396090Z >>> dist.all_to_all_single(output, input, output_splits, input_splits) 2025-07-24T04:20:35.7396130Z >>> output 2025-07-24T04:20:35.7396230Z tensor([ 0, 1, 10, 11, 12, 20, 21, 30, 31]) # Rank 0 2025-07-24T04:20:35.7396330Z tensor([ 2, 3, 13, 14, 22, 32, 33]) # Rank 1 2025-07-24T04:20:35.7396430Z tensor([ 4, 15, 16, 23, 34, 35]) # Rank 2 2025-07-24T04:20:35.7396520Z tensor([ 5, 17, 18, 24, 36]) # Rank 3 2025-07-24T04:20:35.7396560Z 2025-07-24T04:20:35.7396600Z 2025-07-24T04:20:35.7396710Z >>> # Another example with tensors of torch.cfloat type. 2025-07-24T04:20:35.7396760Z >>> input = torch.tensor( 2025-07-24T04:20:35.7396850Z ... [1 + 1j, 2 + 2j, 3 + 3j, 4 + 4j], dtype=torch.cfloat 2025-07-24T04:20:35.7396900Z ... ) + 4 * rank * (1 + 1j) 2025-07-24T04:20:35.7396950Z >>> input 2025-07-24T04:20:35.7397060Z tensor([1+1j, 2+2j, 3+3j, 4+4j]) # Rank 0 2025-07-24T04:20:35.7397160Z tensor([5+5j, 6+6j, 7+7j, 8+8j]) # Rank 1 2025-07-24T04:20:35.7397270Z tensor([9+9j, 10+10j, 11+11j, 12+12j]) # Rank 2 2025-07-24T04:20:35.7397390Z tensor([13+13j, 14+14j, 15+15j, 16+16j]) # Rank 3 2025-07-24T04:20:35.7397470Z >>> output = torch.empty([4], dtype=torch.int64) 2025-07-24T04:20:35.7397550Z >>> dist.all_to_all_single(output, input) 2025-07-24T04:20:35.7397590Z >>> output 2025-07-24T04:20:35.7397730Z tensor([1+1j, 5+5j, 9+9j, 13+13j]) # Rank 0 2025-07-24T04:20:35.7397830Z tensor([2+2j, 6+6j, 10+10j, 14+14j]) # Rank 1 2025-07-24T04:20:35.7397940Z tensor([3+3j, 7+7j, 11+11j, 15+15j]) # Rank 2 2025-07-24T04:20:35.7398040Z tensor([4+4j, 8+8j, 12+12j, 16+16j]) # Rank 3 2025-07-24T04:20:35.7398090Z 2025-07-24T04:20:35.7398230Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7398300Z 2025-07-24T04:20:35.7398350Z warnings.warn(msg) 2025-07-24T04:20:35.7398390Z 2025-07-24T04:20:35.7398510Z --- Parse Warning: 52 / 136 --- 2025-07-24T04:20:35.7399220Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=all_to_all in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/distributed_c10d.py line=4642. 2025-07-24T04:20:35.7399380Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7399420Z 2025-07-24T04:20:35.7399640Z Scatters list of input tensors to all processes in a group and return gathered list of tensors in output list. 2025-07-24T04:20:35.7399680Z 2025-07-24T04:20:35.7399740Z Complex tensors are supported. 2025-07-24T04:20:35.7399780Z 2025-07-24T04:20:35.7399830Z Args: 2025-07-24T04:20:35.7399960Z output_tensor_list (list[Tensor]): List of tensors to be gathered one 2025-07-24T04:20:35.7400010Z per rank. 2025-07-24T04:20:35.7400150Z input_tensor_list (list[Tensor]): List of tensors to scatter one per rank. 2025-07-24T04:20:35.7400280Z group (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:35.7400360Z the default process group will be used. 2025-07-24T04:20:35.7400480Z async_op (bool, optional): Whether this op should be an async op. 2025-07-24T04:20:35.7400530Z 2025-07-24T04:20:35.7400570Z Returns: 2025-07-24T04:20:35.7400650Z Async work handle, if async_op is set to True. 2025-07-24T04:20:35.7400740Z None, if not async_op or if not part of the group. 2025-07-24T04:20:35.7400790Z 2025-07-24T04:20:35.7400830Z .. warning:: 2025-07-24T04:20:35.7400920Z `all_to_all` is experimental and subject to change. 2025-07-24T04:20:35.7400970Z 2025-07-24T04:20:35.7401010Z Examples: 2025-07-24T04:20:35.7401080Z >>> # xdoctest: +SKIP("Undefined rank") 2025-07-24T04:20:35.7401150Z >>> input = torch.arange(4) + rank * 4 2025-07-24T04:20:35.7401210Z >>> input = list(input.chunk(4)) 2025-07-24T04:20:35.7401250Z >>> input 2025-07-24T04:20:35.7401360Z [tensor([0]), tensor([1]), tensor([2]), tensor([3])] # Rank 0 2025-07-24T04:20:35.7401460Z [tensor([4]), tensor([5]), tensor([6]), tensor([7])] # Rank 1 2025-07-24T04:20:35.7401560Z [tensor([8]), tensor([9]), tensor([10]), tensor([11])] # Rank 2 2025-07-24T04:20:35.7401660Z [tensor([12]), tensor([13]), tensor([14]), tensor([15])] # Rank 3 2025-07-24T04:20:35.7401780Z >>> output = list(torch.empty([4], dtype=torch.int64).chunk(4)) 2025-07-24T04:20:35.7401840Z >>> dist.all_to_all(output, input) 2025-07-24T04:20:35.7401890Z >>> output 2025-07-24T04:20:35.7401990Z [tensor([0]), tensor([4]), tensor([8]), tensor([12])] # Rank 0 2025-07-24T04:20:35.7402090Z [tensor([1]), tensor([5]), tensor([9]), tensor([13])] # Rank 1 2025-07-24T04:20:35.7402190Z [tensor([2]), tensor([6]), tensor([10]), tensor([14])] # Rank 2 2025-07-24T04:20:35.7402280Z [tensor([3]), tensor([7]), tensor([11]), tensor([15])] # Rank 3 2025-07-24T04:20:35.7402330Z 2025-07-24T04:20:35.7402430Z >>> # Essentially, it is similar to following operation: 2025-07-24T04:20:35.7402480Z >>> scatter_list = input 2025-07-24T04:20:35.7402560Z >>> gather_list = output 2025-07-24T04:20:35.7402620Z >>> for i in range(world_size): 2025-07-24T04:20:35.7402760Z >>> dist.scatter(gather_list[i], scatter_list if i == rank else [], src=i) 2025-07-24T04:20:35.7402800Z 2025-07-24T04:20:35.7402840Z >>> input 2025-07-24T04:20:35.7402940Z tensor([0, 1, 2, 3, 4, 5]) # Rank 0 2025-07-24T04:20:35.7403030Z tensor([10, 11, 12, 13, 14, 15, 16, 17, 18]) # Rank 1 2025-07-24T04:20:35.7403150Z tensor([20, 21, 22, 23, 24]) # Rank 2 2025-07-24T04:20:35.7403260Z tensor([30, 31, 32, 33, 34, 35, 36]) # Rank 3 2025-07-24T04:20:35.7403320Z >>> input_splits 2025-07-24T04:20:35.7403410Z [2, 2, 1, 1] # Rank 0 2025-07-24T04:20:35.7403490Z [3, 2, 2, 2] # Rank 1 2025-07-24T04:20:35.7403580Z [2, 1, 1, 1] # Rank 2 2025-07-24T04:20:35.7403650Z [2, 2, 2, 1] # Rank 3 2025-07-24T04:20:35.7403700Z >>> output_splits 2025-07-24T04:20:35.7403780Z [2, 3, 2, 2] # Rank 0 2025-07-24T04:20:35.7403860Z [2, 2, 1, 2] # Rank 1 2025-07-24T04:20:35.7403930Z [1, 2, 1, 2] # Rank 2 2025-07-24T04:20:35.7404010Z [1, 2, 1, 1] # Rank 3 2025-07-24T04:20:35.7404090Z >>> input = list(input.split(input_splits)) 2025-07-24T04:20:35.7404140Z >>> input 2025-07-24T04:20:35.7404270Z [tensor([0, 1]), tensor([2, 3]), tensor([4]), tensor([5])] # Rank 0 2025-07-24T04:20:35.7404400Z [tensor([10, 11, 12]), tensor([13, 14]), tensor([15, 16]), tensor([17, 18])] # Rank 1 2025-07-24T04:20:35.7404520Z [tensor([20, 21]), tensor([22]), tensor([23]), tensor([24])] # Rank 2 2025-07-24T04:20:35.7404650Z [tensor([30, 31]), tensor([32, 33]), tensor([34, 35]), tensor([36])] # Rank 3 2025-07-24T04:20:35.7404700Z >>> output = ... 2025-07-24T04:20:35.7404760Z >>> dist.all_to_all(output, input) 2025-07-24T04:20:35.7404810Z >>> output 2025-07-24T04:20:35.7404930Z [tensor([0, 1]), tensor([10, 11, 12]), tensor([20, 21]), tensor([30, 31])] # Rank 0 2025-07-24T04:20:35.7405050Z [tensor([2, 3]), tensor([13, 14]), tensor([22]), tensor([32, 33])] # Rank 1 2025-07-24T04:20:35.7405170Z [tensor([4]), tensor([15, 16]), tensor([23]), tensor([34, 35])] # Rank 2 2025-07-24T04:20:35.7405300Z [tensor([5]), tensor([17, 18]), tensor([24]), tensor([36])] # Rank 3 2025-07-24T04:20:35.7405340Z 2025-07-24T04:20:35.7405440Z >>> # Another example with tensors of torch.cfloat type. 2025-07-24T04:20:35.7405500Z >>> input = torch.tensor( 2025-07-24T04:20:35.7405590Z ... [1 + 1j, 2 + 2j, 3 + 3j, 4 + 4j], dtype=torch.cfloat 2025-07-24T04:20:35.7405640Z ... ) + 4 * rank * (1 + 1j) 2025-07-24T04:20:35.7405700Z >>> input = list(input.chunk(4)) 2025-07-24T04:20:35.7405750Z >>> input 2025-07-24T04:20:35.7405880Z [tensor([1+1j]), tensor([2+2j]), tensor([3+3j]), tensor([4+4j])] # Rank 0 2025-07-24T04:20:35.7406010Z [tensor([5+5j]), tensor([6+6j]), tensor([7+7j]), tensor([8+8j])] # Rank 1 2025-07-24T04:20:35.7406140Z [tensor([9+9j]), tensor([10+10j]), tensor([11+11j]), tensor([12+12j])] # Rank 2 2025-07-24T04:20:35.7406280Z [tensor([13+13j]), tensor([14+14j]), tensor([15+15j]), tensor([16+16j])] # Rank 3 2025-07-24T04:20:35.7406390Z >>> output = list(torch.empty([4], dtype=torch.int64).chunk(4)) 2025-07-24T04:20:35.7406490Z >>> dist.all_to_all(output, input) 2025-07-24T04:20:35.7406530Z >>> output 2025-07-24T04:20:35.7406660Z [tensor([1+1j]), tensor([5+5j]), tensor([9+9j]), tensor([13+13j])] # Rank 0 2025-07-24T04:20:35.7406790Z [tensor([2+2j]), tensor([6+6j]), tensor([10+10j]), tensor([14+14j])] # Rank 1 2025-07-24T04:20:35.7406910Z [tensor([3+3j]), tensor([7+7j]), tensor([11+11j]), tensor([15+15j])] # Rank 2 2025-07-24T04:20:35.7407070Z [tensor([4+4j]), tensor([8+8j]), tensor([12+12j]), tensor([16+16j])] # Rank 3 2025-07-24T04:20:35.7407110Z 2025-07-24T04:20:35.7407150Z 2025-07-24T04:20:35.7407320Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7407360Z 2025-07-24T04:20:35.7407410Z warnings.warn(msg) 2025-07-24T04:20:35.7407450Z 2025-07-24T04:20:35.7407580Z --- Parse Warning: 53 / 136 --- 2025-07-24T04:20:35.7408220Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=__doc__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/launch.py line=2. 2025-07-24T04:20:35.7408380Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7408420Z 2025-07-24T04:20:35.7408490Z Module ``torch.distributed.launch``. 2025-07-24T04:20:35.7408530Z 2025-07-24T04:20:35.7408680Z ``torch.distributed.launch`` is a module that spawns up multiple distributed 2025-07-24T04:20:35.7408770Z training processes on each of the training nodes. 2025-07-24T04:20:35.7408820Z 2025-07-24T04:20:35.7408860Z .. warning:: 2025-07-24T04:20:35.7408900Z 2025-07-24T04:20:35.7409060Z This module is going to be deprecated in favor of :ref:`torchrun `. 2025-07-24T04:20:35.7409100Z 2025-07-24T04:20:35.7409240Z The utility can be used for single-node distributed training, in which one or 2025-07-24T04:20:35.7409390Z more processes per node will be spawned. The utility can be used for either 2025-07-24T04:20:35.7409520Z CPU training or GPU training. If the utility is used for GPU training, 2025-07-24T04:20:35.7409670Z each distributed process will be operating on a single GPU. This can achieve 2025-07-24T04:20:35.7409810Z well-improved single-node training performance. It can also be used in 2025-07-24T04:20:35.7409970Z multi-node distributed training, by spawning up multiple processes on each node 2025-07-24T04:20:35.7410110Z for well-improved multi-node distributed training performance as well. 2025-07-24T04:20:35.7410250Z This will especially be beneficial for systems with multiple Infiniband 2025-07-24T04:20:35.7410410Z interfaces that have direct-GPU support, since all of them can be utilized for 2025-07-24T04:20:35.7410470Z aggregated communication bandwidth. 2025-07-24T04:20:35.7410520Z 2025-07-24T04:20:35.7410660Z In both cases of single-node distributed training or multi-node distributed 2025-07-24T04:20:35.7410800Z training, this utility will launch the given number of processes per node 2025-07-24T04:20:35.7410940Z (``--nproc-per-node``). If used for GPU training, this number needs to be less 2025-07-24T04:20:35.7411070Z or equal to the number of GPUs on the current system (``nproc_per_node``), 2025-07-24T04:20:35.7411190Z and each process will be operating on a single GPU from *GPU 0 to 2025-07-24T04:20:35.7411250Z GPU (nproc_per_node - 1)*. 2025-07-24T04:20:35.7411300Z 2025-07-24T04:20:35.7411350Z **How to use this module:** 2025-07-24T04:20:35.7411390Z 2025-07-24T04:20:35.7411480Z 1. Single-Node multi-process distributed training 2025-07-24T04:20:35.7411530Z 2025-07-24T04:20:35.7411570Z :: 2025-07-24T04:20:35.7411610Z 2025-07-24T04:20:35.7411760Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-07-24T04:20:35.7411900Z YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 and all other 2025-07-24T04:20:35.7411980Z arguments of your training script) 2025-07-24T04:20:35.7412020Z 2025-07-24T04:20:35.7412150Z 2. Multi-Node multi-process distributed training: (e.g. two nodes) 2025-07-24T04:20:35.7412190Z 2025-07-24T04:20:35.7412230Z 2025-07-24T04:20:35.7412320Z Node 1: *(IP: 192.168.1.1, and has a free port: 1234)* 2025-07-24T04:20:35.7412380Z 2025-07-24T04:20:35.7412420Z :: 2025-07-24T04:20:35.7412460Z 2025-07-24T04:20:35.7412610Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-07-24T04:20:35.7412740Z --nnodes=2 --node-rank=0 --master-addr="192.168.1.1" 2025-07-24T04:20:35.7412870Z --master-port=1234 YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 2025-07-24T04:20:35.7412980Z and all other arguments of your training script) 2025-07-24T04:20:35.7413030Z 2025-07-24T04:20:35.7413070Z Node 2: 2025-07-24T04:20:35.7413110Z 2025-07-24T04:20:35.7413150Z :: 2025-07-24T04:20:35.7413190Z 2025-07-24T04:20:35.7413330Z python -m torch.distributed.launch --nproc-per-node=NUM_GPUS_YOU_HAVE 2025-07-24T04:20:35.7413430Z --nnodes=2 --node-rank=1 --master-addr="192.168.1.1" 2025-07-24T04:20:35.7413560Z --master-port=1234 YOUR_TRAINING_SCRIPT.py (--arg1 --arg2 --arg3 2025-07-24T04:20:35.7413660Z and all other arguments of your training script) 2025-07-24T04:20:35.7413700Z 2025-07-24T04:20:35.7413800Z 3. To look up what optional arguments this module offers: 2025-07-24T04:20:35.7413840Z 2025-07-24T04:20:35.7413880Z :: 2025-07-24T04:20:35.7413920Z 2025-07-24T04:20:35.7414000Z python -m torch.distributed.launch --help 2025-07-24T04:20:35.7414040Z 2025-07-24T04:20:35.7414080Z 2025-07-24T04:20:35.7414140Z **Important Notices:** 2025-07-24T04:20:35.7414180Z 2025-07-24T04:20:35.7414290Z 1. This utility and multi-process distributed (single-node or 2025-07-24T04:20:35.7414440Z multi-node) GPU training currently only achieves the best performance using 2025-07-24T04:20:35.7414590Z the NCCL distributed backend. Thus NCCL backend is the recommended backend to 2025-07-24T04:20:35.7414640Z use for GPU training. 2025-07-24T04:20:35.7414690Z 2025-07-24T04:20:35.7414820Z 2. In your training program, you must parse the command-line argument: 2025-07-24T04:20:35.7414960Z ``--local-rank=LOCAL_PROCESS_RANK``, which will be provided by this module. 2025-07-24T04:20:35.7415100Z If your training program uses GPUs, you should ensure that your code only 2025-07-24T04:20:35.7415220Z runs on the GPU device of LOCAL_PROCESS_RANK. This can be done by: 2025-07-24T04:20:35.7415260Z 2025-07-24T04:20:35.7415320Z Parsing the local_rank argument 2025-07-24T04:20:35.7415360Z 2025-07-24T04:20:35.7415400Z :: 2025-07-24T04:20:35.7415440Z 2025-07-24T04:20:35.7415500Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7415550Z >>> import argparse 2025-07-24T04:20:35.7415620Z >>> parser = argparse.ArgumentParser() 2025-07-24T04:20:35.7415740Z >>> parser.add_argument("--local-rank", "--local_rank", type=int) 2025-07-24T04:20:35.7415800Z >>> args = parser.parse_args() 2025-07-24T04:20:35.7415850Z 2025-07-24T04:20:35.7415920Z Set your device to local rank using either 2025-07-24T04:20:35.7415960Z 2025-07-24T04:20:35.7416000Z :: 2025-07-24T04:20:35.7416040Z 2025-07-24T04:20:35.7416170Z >>> torch.cuda.set_device(args.local_rank) # before your code runs 2025-07-24T04:20:35.7416210Z 2025-07-24T04:20:35.7416250Z or 2025-07-24T04:20:35.7416290Z 2025-07-24T04:20:35.7416330Z :: 2025-07-24T04:20:35.7416370Z 2025-07-24T04:20:35.7416450Z >>> with torch.cuda.device(args.local_rank): 2025-07-24T04:20:35.7416530Z >>> # your code to run 2025-07-24T04:20:35.7416570Z >>> ... 2025-07-24T04:20:35.7416610Z 2025-07-24T04:20:35.7416670Z .. versionchanged:: 2.0.0 2025-07-24T04:20:35.7416710Z 2025-07-24T04:20:35.7416860Z The launcher will passes the ``--local-rank=`` argument to your script. 2025-07-24T04:20:35.7417000Z From PyTorch 2.0.0 onwards, the dashed ``--local-rank`` is preferred over the 2025-07-24T04:20:35.7417090Z previously used underscored ``--local_rank``. 2025-07-24T04:20:35.7417150Z 2025-07-24T04:20:35.7417300Z For backward compatibility, it may be necessary for users to handle both 2025-07-24T04:20:35.7417480Z cases in their argument parsing code. This means including both ``"--local-rank"`` 2025-07-24T04:20:35.7417620Z and ``"--local_rank"`` in the argument parser. If only ``"--local_rank"`` is 2025-07-24T04:20:35.7417800Z provided, the launcher will trigger an error: "error: unrecognized arguments: 2025-07-24T04:20:35.7417950Z --local-rank=". For training code that only supports PyTorch 2.0.0+, 2025-07-24T04:20:35.7418040Z including ``"--local-rank"`` should be sufficient. 2025-07-24T04:20:35.7418080Z 2025-07-24T04:20:35.7418220Z 3. In your training program, you are supposed to call the following function 2025-07-24T04:20:35.7418370Z at the beginning to start the distributed backend. It is strongly recommended 2025-07-24T04:20:35.7418500Z that ``init_method=env://``. Other init methods (e.g. ``tcp://``) may work, 2025-07-24T04:20:35.7418620Z but ``env://`` is the one that is officially supported by this module. 2025-07-24T04:20:35.7418660Z 2025-07-24T04:20:35.7418700Z :: 2025-07-24T04:20:35.7418750Z 2025-07-24T04:20:35.7418870Z >>> torch.distributed.init_process_group(backend='YOUR BACKEND', 2025-07-24T04:20:35.7418960Z >>> init_method='env://') 2025-07-24T04:20:35.7419000Z 2025-07-24T04:20:35.7419140Z 4. In your training program, you can either use regular distributed functions 2025-07-24T04:20:35.7419290Z or use :func:`torch.nn.parallel.DistributedDataParallel` module. If your 2025-07-24T04:20:35.7419420Z training program uses GPUs for training and you would like to use 2025-07-24T04:20:35.7419540Z :func:`torch.nn.parallel.DistributedDataParallel` module, 2025-07-24T04:20:35.7419600Z here is how to configure it. 2025-07-24T04:20:35.7419640Z 2025-07-24T04:20:35.7419680Z :: 2025-07-24T04:20:35.7419720Z 2025-07-24T04:20:35.7419840Z >>> model = torch.nn.parallel.DistributedDataParallel(model, 2025-07-24T04:20:35.7419930Z >>> device_ids=[args.local_rank], 2025-07-24T04:20:35.7420030Z >>> output_device=args.local_rank) 2025-07-24T04:20:35.7420070Z 2025-07-24T04:20:35.7420220Z Please ensure that ``device_ids`` argument is set to be the only GPU device id 2025-07-24T04:20:35.7420360Z that your code will be operating on. This is generally the local rank of the 2025-07-24T04:20:35.7420500Z process. In other words, the ``device_ids`` needs to be ``[args.local_rank]``, 2025-07-24T04:20:35.7420630Z and ``output_device`` needs to be ``args.local_rank`` in order to use this 2025-07-24T04:20:35.7420680Z utility 2025-07-24T04:20:35.7420720Z 2025-07-24T04:20:35.7420870Z 5. Another way to pass ``local_rank`` to the subprocesses via environment variable 2025-07-24T04:20:35.7421000Z ``LOCAL_RANK``. This behavior is enabled when you launch the script with 2025-07-24T04:20:35.7421130Z ``--use-env=True``. You must adjust the subprocess example above to replace 2025-07-24T04:20:35.7421260Z ``args.local_rank`` with ``os.environ['LOCAL_RANK']``; the launcher 2025-07-24T04:20:35.7421360Z will not pass ``--local-rank`` when you specify this flag. 2025-07-24T04:20:35.7421400Z 2025-07-24T04:20:35.7421450Z .. warning:: 2025-07-24T04:20:35.7421510Z 2025-07-24T04:20:35.7421630Z ``local_rank`` is NOT globally unique: it is only unique per process 2025-07-24T04:20:35.7421750Z on a machine. Thus, don't use it to decide if you should, e.g., 2025-07-24T04:20:35.7421820Z write to a networked filesystem. See 2025-07-24T04:20:35.7421960Z https://github.com/pytorch/pytorch/issues/12042 for an example of 2025-07-24T04:20:35.7422060Z how things can go wrong if you don't do this correctly. 2025-07-24T04:20:35.7422120Z 2025-07-24T04:20:35.7422160Z 2025-07-24T04:20:35.7422200Z 2025-07-24T04:20:35.7422240Z 2025-07-24T04:20:35.7422410Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7422450Z 2025-07-24T04:20:35.7422510Z warnings.warn(msg) 2025-07-24T04:20:35.7422550Z 2025-07-24T04:20:35.7422670Z --- Parse Warning: 54 / 136 --- 2025-07-24T04:20:35.7423370Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DeviceMesh.__getitem__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/device_mesh.py line=689. 2025-07-24T04:20:35.7423520Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:35.7423560Z 2025-07-24T04:20:35.7423720Z Slice the current DeviceMesh based on the mesh_dim_names given to create a submesh. 2025-07-24T04:20:35.7423880Z The submesh created consists of the dimensions and the communicators indicated by 2025-07-24T04:20:35.7423930Z ``mesh_dim_names`` 2025-07-24T04:20:35.7423970Z 2025-07-24T04:20:35.7424020Z Args: 2025-07-24T04:20:35.7424160Z mesh_dim_names (Union[str, Tuple[str]]): the name or the tuple of names of the 2025-07-24T04:20:35.7424270Z mesh dimension of the DeviceMesh to create the submesh for. 2025-07-24T04:20:35.7424320Z Returns: 2025-07-24T04:20:35.7424380Z A :class:`DeviceMesh` object 2025-07-24T04:20:35.7424420Z 2025-07-24T04:20:35.7424590Z The following program runs on each process/rank in an SPMD manner in a world size of 8. 2025-07-24T04:20:35.7424640Z In the first example: 2025-07-24T04:20:35.7424800Z Calling mesh_2d["tp"] on rank 0, 1, 2, 3 returns a 1D submesh of DeviceMesh:([0, 1, 2, 3]). 2025-07-24T04:20:35.7424950Z Calling mesh_2d["tp"] on rank 4, 5, 6, 7 returns a 1D submesh of DeviceMesh:([4, 5, 6, 7]). 2025-07-24T04:20:35.7425090Z Calling mesh_2d["dp"] on rank 0, 4 returns a 1D submesh of DeviceMesh:([0, 4]). 2025-07-24T04:20:35.7425230Z Calling mesh_2d["dp"] on rank 1, 5 returns a 1D submesh of DeviceMesh:([1, 5]). 2025-07-24T04:20:35.7425360Z Calling mesh_2d["dp"] on rank 2, 6 returns a 1D submesh of DeviceMesh:([2, 6]). 2025-07-24T04:20:35.7428110Z Calling mesh_2d["dp"] on rank 3, 7 returns a 1D submesh of DeviceMesh:([3, 7]). 2025-07-24T04:20:35.7428160Z 2025-07-24T04:20:35.7428220Z In the second example: 2025-07-24T04:20:35.7428390Z Calling mesh_3d["dp", "cp"] on rank 0, 1, 4, 5 returns a 2D submesh of DeviceMesh:([[0, 1], [4, 5]]). 2025-07-24T04:20:35.7428550Z Calling mesh_3d["dp", "cp"] on rank 2, 3, 6, 7 returns a 2D submesh of DeviceMesh:([[2, 3], [6, 7]]). 2025-07-24T04:20:35.7428700Z Calling mesh_3d["cp", "dp"] on rank 0, 1, 4, 5 returns a 2D submesh of DeviceMesh:([[0, 4], [1, 5]]). 2025-07-24T04:20:35.7428860Z Calling mesh_3d["cp", "dp"] on rank 2, 3, 6, 7 returns a 2D submesh of DeviceMesh:([[2, 6], [3, 7]]). 2025-07-24T04:20:35.7428900Z 2025-07-24T04:20:35.7428950Z Example:: 2025-07-24T04:20:35.7428990Z 2025-07-24T04:20:35.7429050Z >>> # xdoctest: +SKIP("no rank") 2025-07-24T04:20:35.7429160Z >>> from torch.distributed.device_mesh import DeviceMesh 2025-07-24T04:20:35.7429200Z >>> 2025-07-24T04:20:35.7429330Z >>> # Initialize a 2D device mesh as (2, 4) to represent the topology 2025-07-24T04:20:35.7429490Z >>> # of cross-host(dim 0), and within-host (dim 1). 2025-07-24T04:20:35.7429640Z >>> mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp")) 2025-07-24T04:20:35.7429700Z >>> tp_mesh = mesh_2d["tp"] 2025-07-24T04:20:35.7429760Z >>> dp_mesh = mesh_2d["dp"] 2025-07-24T04:20:35.7429800Z >>> 2025-07-24T04:20:35.7429860Z >>> # Initialize a 3D mesh. 2025-07-24T04:20:35.7430130Z >>> mesh_3d = init_device_mesh(device_type="cuda", (2,2,2), mesh_dim_names=("dp", "pp", "cp")) 2025-07-24T04:20:35.7430310Z >>> # The order of the mesh_dim_names provided deteremines the order of dimensions in the submesh. 2025-07-24T04:20:35.7430400Z >>> dp_cp_mesh = mesh_3d["dp", "cp"] 2025-07-24T04:20:35.7430460Z >>> cp_dp_mesh = mesh_3d["cp", "dp"] 2025-07-24T04:20:35.7430510Z 2025-07-24T04:20:35.7430920Z Original Error: SyntaxError('positional argument follows keyword argument', ('', 6, 82, 'mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp"))\n', 6, 83)) 2025-07-24T04:20:35.7430960Z 2025-07-24T04:20:35.7431110Z mesh_2d = init_device_mesh(device_type="cuda", (2,4), mesh_dim_names=("dp", "tp")) 2025-07-24T04:20:35.7431190Z ^ 2025-07-24T04:20:35.7431240Z warnings.warn(msg) 2025-07-24T04:20:35.7431280Z 2025-07-24T04:20:35.7431400Z --- Parse Warning: 55 / 136 --- 2025-07-24T04:20:35.7432160Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=BroadcastingTorchSaveReader in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/format_utils.py line=40. 2025-07-24T04:20:35.7432320Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7432360Z 2025-07-24T04:20:35.7432540Z StorageReader for reading a Torch Save file. This reader will read the entire checkpoint 2025-07-24T04:20:35.7432690Z on the coordinator rank, and then broadcast and shard each tensor to all ranks. 2025-07-24T04:20:35.7432730Z 2025-07-24T04:20:35.7432830Z . N.B. Intended to be used with DynamicMetaLoadPlanner 2025-07-24T04:20:35.7432870Z 2025-07-24T04:20:35.7432910Z .. warning:: 2025-07-24T04:20:35.7433020Z Current implementation only supports loading Tensors. 2025-07-24T04:20:35.7433060Z 2025-07-24T04:20:35.7433130Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:35.7433180Z >>> sd = {"mode": model} 2025-07-24T04:20:35.7433230Z >>> dcp.load( 2025-07-24T04:20:35.7433270Z >>> sd, 2025-07-24T04:20:35.7433360Z >>> storage_reader=BroadcastingTorchSaveReader(), 2025-07-24T04:20:35.7433440Z >>> planner=DynamicMetaLoadPlanner(), 2025-07-24T04:20:35.7433500Z >>> checkpoint_id="path_to_model.pt" 2025-07-24T04:20:35.7433540Z >>> ) 2025-07-24T04:20:35.7433580Z 2025-07-24T04:20:35.7433740Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7433780Z 2025-07-24T04:20:35.7433830Z warnings.warn(msg) 2025-07-24T04:20:35.7433870Z 2025-07-24T04:20:35.7433970Z --- Parse Warning: 56 / 136 --- 2025-07-24T04:20:35.7434700Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DynamicMetaLoadPlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/format_utils.py line=151. 2025-07-24T04:20:35.7434860Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7434900Z 2025-07-24T04:20:35.7435120Z Extension of DefaultLoadPlanner, which creates a new Metadata object based on the passed in state dict, 2025-07-24T04:20:35.7435340Z avoiding the need to read metadata from disk. This is useful when reading formats which don't have a 2025-07-24T04:20:35.7435410Z metadata file, like Torch Save files. 2025-07-24T04:20:35.7435440Z 2025-07-24T04:20:35.7435550Z . N.B. Intended to be used with BroadcastingTorchSaveReader 2025-07-24T04:20:35.7435600Z 2025-07-24T04:20:35.7435640Z .. warning:: 2025-07-24T04:20:35.7435740Z Current implementation only supports loading Tensors. 2025-07-24T04:20:35.7435800Z 2025-07-24T04:20:35.7435870Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:35.7435930Z >>> sd = {"mode": model} 2025-07-24T04:20:35.7435970Z >>> dcp.load( 2025-07-24T04:20:35.7436040Z >>> sd, 2025-07-24T04:20:35.7436140Z >>> storage_reader=BroadcastingTorchSaveReader(), 2025-07-24T04:20:35.7436220Z >>> planner=DynamicMetaLoadPlanner(), 2025-07-24T04:20:35.7436290Z >>> checkpoint_id="path_to_model.pt" 2025-07-24T04:20:35.7436340Z >>> ) 2025-07-24T04:20:35.7436370Z 2025-07-24T04:20:35.7436530Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7436560Z 2025-07-24T04:20:35.7436620Z warnings.warn(msg) 2025-07-24T04:20:35.7436660Z 2025-07-24T04:20:35.7436760Z --- Parse Warning: 57 / 136 --- 2025-07-24T04:20:35.7437440Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SavePlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/planner.py line=122. 2025-07-24T04:20:35.7437600Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7437640Z 2025-07-24T04:20:35.7437820Z Abstract class defining the protocol used by save_state_dict to plan the save process. 2025-07-24T04:20:35.7437860Z 2025-07-24T04:20:35.7438030Z SavePlanners are stateful objects that can be used to customize the whole save process. 2025-07-24T04:20:35.7438080Z 2025-07-24T04:20:35.7438250Z SavePlanner acts as an access proxy to the state_dict, so any transformation done to it 2025-07-24T04:20:35.7438310Z will be visible to the whole process. 2025-07-24T04:20:35.7438350Z 2025-07-24T04:20:35.7438510Z A planner subclass can expect the following sequence of calls during save_state_dict: 2025-07-24T04:20:35.7438560Z 2025-07-24T04:20:35.7438630Z 1) set_up_planner - called on all ranks. 2025-07-24T04:20:35.7438700Z Signals the start of a checkpoint save. 2025-07-24T04:20:35.7438740Z 2025-07-24T04:20:35.7438810Z 2) create_local_plan - called on all ranks. 2025-07-24T04:20:35.7438990Z Process the state_dict and produces a `SavePlan` that will be sent for global planning. 2025-07-24T04:20:35.7439030Z 2025-07-24T04:20:35.7439140Z 3) create_global_plan - called on the coordinator rank only. 2025-07-24T04:20:35.7439270Z Takes the SavePlan from all ranks and make any global decision. 2025-07-24T04:20:35.7439310Z 2025-07-24T04:20:35.7439370Z 4) finish_plan - called on all ranks. 2025-07-24T04:20:35.7439500Z This gives each rank a chance to adjust to global planning decisions. 2025-07-24T04:20:35.7439540Z 2025-07-24T04:20:35.7439640Z 5) resolve_data - called multiple times on each rank 2025-07-24T04:20:35.7439760Z Lookups a value on the `state_dict` for the storage layer to write. 2025-07-24T04:20:35.7439800Z 2025-07-24T04:20:35.7439990Z Users are recommended to extend DefaultSavePlanner instead of this interface directly as 2025-07-24T04:20:35.7440100Z most changes can be expressed by changes in a single method. 2025-07-24T04:20:35.7440140Z 2025-07-24T04:20:35.7440210Z There are 3 usual patterns of extension: 2025-07-24T04:20:35.7440260Z 2025-07-24T04:20:35.7440410Z Rewriting state_dict. This is the simplest way to extend the save process as it 2025-07-24T04:20:35.7440590Z doesn't requite understanding the intrincacies of how SavePlan works: 2025-07-24T04:20:35.7440630Z 2025-07-24T04:20:35.7440690Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:35.7440770Z >>> class RenamePlanner(DefaultSavePlanner): 2025-07-24T04:20:35.7440830Z >>> def set_up_planner( 2025-07-24T04:20:35.7440870Z >>> self, 2025-07-24T04:20:35.7440930Z >>> state_dict: STATE_DICT_TYPE, 2025-07-24T04:20:35.7441030Z >>> storage_meta: Optional[StorageMeta], 2025-07-24T04:20:35.7441090Z >>> is_coordinator: bool, 2025-07-24T04:20:35.7441140Z >>> ) -> None: 2025-07-24T04:20:35.7441220Z >>> # prefix all keys with `foo_`` 2025-07-24T04:20:35.7441410Z >>> super().set_up_planner({"foo_" + k: v for k, v in state_dict.items()}, storage_meta, is_coordinator) 2025-07-24T04:20:35.7441480Z 2025-07-24T04:20:35.7441680Z Modifying local plan and lookup in tandem. This is useful when fine control of how data is persisted 2025-07-24T04:20:35.7441720Z 2025-07-24T04:20:35.7441790Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:35.7441860Z >>> class FP16Planner(DefaultSavePlanner): 2025-07-24T04:20:35.7441930Z >>> def create_local_plan(self): 2025-07-24T04:20:35.7442000Z >>> plan = super().create_local_plan() 2025-07-24T04:20:35.7442050Z >>> for p in plan: 2025-07-24T04:20:35.7442120Z >>> if p.tensor_data is not None: 2025-07-24T04:20:35.7442230Z >>> p.tensor_data.properties.dtype = torch.float16 2025-07-24T04:20:35.7442280Z >>> return plan 2025-07-24T04:20:35.7442320Z >>> 2025-07-24T04:20:35.7442390Z >>> def resolve_data(self, write_item): 2025-07-24T04:20:35.7442470Z >>> item = super().resolve_data(write_item) 2025-07-24T04:20:35.7442640Z >>> return item if write_item.type == WriteItemType.BYTE_IO else item.to(torch.float16) 2025-07-24T04:20:35.7442680Z 2025-07-24T04:20:35.7442890Z Using the global planning step to make central decisions that can't be made individually by each rank 2025-07-24T04:20:35.7442930Z 2025-07-24T04:20:35.7442990Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:35.7443060Z >>> from itertools import zip_longest 2025-07-24T04:20:35.7443120Z >>> from dataclasses import replace 2025-07-24T04:20:35.7443220Z >>> class DDPLoadBalancingPlanner(DefaultSavePlanner): 2025-07-24T04:20:35.7443390Z >>> # This uses the default local plan behavior of having all non-sharded writes in rank 0 2025-07-24T04:20:35.7443470Z >>> # This sample doesn't handle ShardedTensors 2025-07-24T04:20:35.7443540Z >>> def create_global_plan(self, all_plans): 2025-07-24T04:20:35.7443640Z >>> iters = [iter(all_plans[0].items)] * len(all_plans) 2025-07-24T04:20:35.7443700Z >>> items_per_rank = [ 2025-07-24T04:20:35.7443790Z >>> [item for item in items if item is not None] 2025-07-24T04:20:35.7443890Z >>> for items in zip(*zip_longest(*iters), strict=True) 2025-07-24T04:20:35.7443930Z >>> ] 2025-07-24T04:20:35.7443980Z >>> all_plans = [ 2025-07-24T04:20:35.7444050Z >>> replace(plan, items=items) 2025-07-24T04:20:35.7444170Z >>> for plan, items in zip(all_plans, items_per_rank, strict=True) 2025-07-24T04:20:35.7444220Z >>> ] 2025-07-24T04:20:35.7444300Z >>> return super().create_global_plan(all_plans) 2025-07-24T04:20:35.7444340Z 2025-07-24T04:20:35.7444500Z Finally, some planners need to save additional metadata in the checkpoint, this is 2025-07-24T04:20:35.7444670Z accomplished by having each rank contribute their data items in the local plan and 2025-07-24T04:20:35.7444730Z the global planner aggregate them: 2025-07-24T04:20:35.7444770Z 2025-07-24T04:20:35.7444840Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:35.7444930Z >>> class SaveExtraDataPlanner(DefaultSavePlanner): 2025-07-24T04:20:35.7445030Z >>> def create_local_plan(self) -> SavePlan: 2025-07-24T04:20:35.7445100Z >>> plan = super().create_local_plan() 2025-07-24T04:20:35.7445200Z >>> return replace(plan, planner_data="per-rank-data") 2025-07-24T04:20:35.7445240Z >>> 2025-07-24T04:20:35.7445420Z >>> def create_global_plan(self, all_plans: List[SavePlan]) -> Tuple[List[SavePlan], Metadata]: 2025-07-24T04:20:35.7445560Z >>> global_plan, metadata = super().create_global_plan(all_plans) 2025-07-24T04:20:35.7445660Z >>> merged_data = [p.planner_data for p in global_plan] 2025-07-24T04:20:35.7445790Z >>> metadata = replace(metadata, planner_data=merged_data) 2025-07-24T04:20:35.7445860Z >>> return global_plan, metadata 2025-07-24T04:20:35.7445900Z 2025-07-24T04:20:35.7446080Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7446120Z 2025-07-24T04:20:35.7446170Z warnings.warn(msg) 2025-07-24T04:20:35.7446210Z 2025-07-24T04:20:35.7446310Z --- Parse Warning: 58 / 136 --- 2025-07-24T04:20:35.7447010Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=LoadPlanner in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/planner.py line=305. 2025-07-24T04:20:35.7447160Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7447210Z 2025-07-24T04:20:35.7447380Z Abstract class defining the protocol used by load_state_dict to plan the load process. 2025-07-24T04:20:35.7447420Z 2025-07-24T04:20:35.7447590Z LoadPlanner are stateful objects that can be used to customize the whole load process. 2025-07-24T04:20:35.7447630Z 2025-07-24T04:20:35.7447800Z LoadPlanner acts as an access proxy to the state_dict, so any transformation done to it 2025-07-24T04:20:35.7447870Z will be visible to the whole process. 2025-07-24T04:20:35.7447900Z 2025-07-24T04:20:35.7448070Z A planner subclass can expect the following sequence of calls during load_state_dict: 2025-07-24T04:20:35.7448110Z 2025-07-24T04:20:35.7448180Z 1) set_up_planner - called on all ranks. 2025-07-24T04:20:35.7448260Z Signals the start of loading a checkpoint. 2025-07-24T04:20:35.7448300Z 2025-07-24T04:20:35.7448370Z 2) create_local_plan - called on all ranks. 2025-07-24T04:20:35.7448540Z Process the state_dict and produces a `LoadPlan` that will be sent for global planning. 2025-07-24T04:20:35.7448590Z 2025-07-24T04:20:35.7448700Z 3) create_global_plan - called on the coordinator rank only. 2025-07-24T04:20:35.7448820Z Takes the LoadPlan from all ranks and make any global decision. 2025-07-24T04:20:35.7448860Z 2025-07-24T04:20:35.7448950Z 4) load_bytes - called multiple times on each rank 2025-07-24T04:20:35.7449050Z This is called once per non-tensor value in state_dict. 2025-07-24T04:20:35.7449100Z 2025-07-24T04:20:35.7449230Z 5) resolve_tensor and commit_tensor - called multiple times on each rank 2025-07-24T04:20:35.7449340Z They are called in pair for each Tensor value in state_dict. 2025-07-24T04:20:35.7449380Z 2025-07-24T04:20:35.7449560Z Users are recommended to extend DefaultLoadPlanner instead of this interface directly as 2025-07-24T04:20:35.7449670Z most changes can be expressed by changes in a single method. 2025-07-24T04:20:35.7449710Z 2025-07-24T04:20:35.7449790Z There are two usual patterns of extension: 2025-07-24T04:20:35.7449830Z 2025-07-24T04:20:35.7449980Z Rewriting state_dict. This is the simplest way to extend the load process as it 2025-07-24T04:20:35.7450140Z doesn't requite understanding the intrincacies of how LoadPlan works. We need 2025-07-24T04:20:35.7450280Z to keep a reference to the original state_dict as load happens in place so 2025-07-24T04:20:35.7450380Z we need to be able to perform it in place 2025-07-24T04:20:35.7450430Z 2025-07-24T04:20:35.7450490Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:35.7450570Z >>> class RenamePlanner(DefaultLoadPlanner): 2025-07-24T04:20:35.7450620Z >>> def set_up_planner( 2025-07-24T04:20:35.7450670Z >>> self, 2025-07-24T04:20:35.7450730Z >>> state_dict: STATE_DICT_TYPE, 2025-07-24T04:20:35.7450810Z >>> metadata: Metadata, 2025-07-24T04:20:35.7450880Z >>> is_coordinator: bool, 2025-07-24T04:20:35.7450920Z >>> ) -> None: 2025-07-24T04:20:35.7451020Z >>> self.original_state_dict = state_dict 2025-07-24T04:20:35.7451130Z >>> state_dict = {"foo_" + k: v for k, v in state_dict.items()} 2025-07-24T04:20:35.7451170Z >>> 2025-07-24T04:20:35.7451260Z >>> if self.flatten_sharded_tensors: 2025-07-24T04:20:35.7451360Z >>> state_dict = _flatten_sharded_tensors(state_dict) 2025-07-24T04:20:35.7451400Z >>> 2025-07-24T04:20:35.7451470Z >>> if self.flatten_state_dict: 2025-07-24T04:20:35.7451580Z >>> state_dict, self.mappings = flatten_state_dict(state_dict) 2025-07-24T04:20:35.7451620Z >>> 2025-07-24T04:20:35.7451690Z >>> self.state_dict = state_dict 2025-07-24T04:20:35.7451740Z >>> self.metadata = metadata 2025-07-24T04:20:35.7451820Z >>> self.is_coordinator = is_coordinator 2025-07-24T04:20:35.7451860Z >>> 2025-07-24T04:20:35.7451930Z >>> def load_bytes(self, read_item, value): 2025-07-24T04:20:35.7451990Z >>> # Remove the "foo_" prefix 2025-07-24T04:20:35.7452190Z >>> self.original_state_dict[read_item.dest_index.fqn[4:]] = torch.load(value, weights_only=False) 2025-07-24T04:20:35.7452230Z 2025-07-24T04:20:35.7452270Z 2025-07-24T04:20:35.7452420Z Modifying resolve_tensor and commit_tensor to handle load time transformation. 2025-07-24T04:20:35.7452470Z 2025-07-24T04:20:35.7452530Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:35.7452630Z >>> class MetaModelMaterialize(DefaultSavePlanner): 2025-07-24T04:20:35.7452700Z >>> def resolve_tensor(self, read_item): 2025-07-24T04:20:35.7452780Z >>> tensor = super().resolve_tensor(read_item) 2025-07-24T04:20:35.7452870Z >>> return torch.empty_like(tensor, device="cpu") 2025-07-24T04:20:35.7452910Z >>> 2025-07-24T04:20:35.7452990Z >>> def commit_tensor(self, read_item, tensor): 2025-07-24T04:20:35.7453090Z >>> self.state_dict[read_item.dest_index.fqn] = tensor 2025-07-24T04:20:35.7453130Z 2025-07-24T04:20:35.7453280Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7453320Z 2025-07-24T04:20:35.7453370Z warnings.warn(msg) 2025-07-24T04:20:35.7453420Z 2025-07-24T04:20:35.7453520Z --- Parse Warning: 59 / 136 --- 2025-07-24T04:20:35.7454220Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=get_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict.py line=1118. 2025-07-24T04:20:35.7454370Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7454420Z 2025-07-24T04:20:35.7454510Z Return the model state_dict and optimizers state_dict. 2025-07-24T04:20:35.7454560Z 2025-07-24T04:20:35.7454690Z ``get_state_dict`` can process any module that is parallelized by PyTorch 2025-07-24T04:20:35.7454850Z FSDP/fully_shard, DDP/replicate, tensor_parallel/parallelize_module, and any 2025-07-24T04:20:35.7455000Z combination of these parallelisms. The main functions of ``get_state_dict`` 2025-07-24T04:20:35.7455130Z are: 1.) returning a model and optimizer state_dict that can be resharded 2025-07-24T04:20:35.7455280Z with a different number of trainers and/or different parallelisms. 2025-07-24T04:20:35.7455430Z 2.) hiding the parallelism-specific state_dict APIs. Users don't have to call 2025-07-24T04:20:35.7455480Z these APIs. 2025-07-24T04:20:35.7455550Z 3.) sanity checking the result state_dict. 2025-07-24T04:20:35.7455590Z 2025-07-24T04:20:35.7455720Z The keys of the result state dictionary are the canonical FQNs (Fully 2025-07-24T04:20:35.7455880Z Qualified Names). A canonical FQN refers to the FQN based on a parameter's 2025-07-24T04:20:35.7456030Z position in an nn.Module hierarchy. More specifically, a canonical FQN to a 2025-07-24T04:20:35.7456180Z parameter is the FQN returned by ``module.named_parameters()`` or 2025-07-24T04:20:35.7456310Z ``module.named_buffers()`` when the module is not distributed by any 2025-07-24T04:20:35.7456480Z parallelisms. Since the optimizer internally uses parameter IDs to represent 2025-07-24T04:20:35.7456610Z a parameter, there will be a conversion from the parameter IDs to the 2025-07-24T04:20:35.7456680Z canonical FQNs when calling this API. 2025-07-24T04:20:35.7456720Z 2025-07-24T04:20:35.7456860Z ``get_state_dict`` can also process a module that is not parallelized. In 2025-07-24T04:20:35.7456990Z such a case, ``get_state_dict`` only performs one function -- converting the 2025-07-24T04:20:35.7457080Z optimizer parameter IDs to the canonical FQNs. 2025-07-24T04:20:35.7457120Z 2025-07-24T04:20:35.7457160Z Example: 2025-07-24T04:20:35.7457220Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7457270Z >>> import torch 2025-07-24T04:20:35.7457410Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-07-24T04:20:35.7457540Z >>> from torch.nn.parallel import DistributedDataParallel as DDP 2025-07-24T04:20:35.7457680Z >>> from torch.distributed.checkpoint.state_dict import get_state_dict 2025-07-24T04:20:35.7457720Z 2025-07-24T04:20:35.7457800Z >>> fsdp_model = FSDP(copy.deepcopy(model)) 2025-07-24T04:20:35.7457910Z >>> fsdp_optim = torch.optim.Adam(model.parameters(), lr=1e-3) 2025-07-24T04:20:35.7457990Z >>> ddp_model = DDP(copy.deepcopy(model)) 2025-07-24T04:20:35.7458100Z >>> ddp_optim = torch.optim.Adam(model.parameters(), lr=1e-3) 2025-07-24T04:20:35.7458140Z 2025-07-24T04:20:35.7458180Z 2025-07-24T04:20:35.7458320Z >>> ddp_state_dict, ddp_optim_state_dict = get_state_dict(ddp_model, ddp_optim) 2025-07-24T04:20:35.7458430Z >>> fsdp_state_dict, fsdp_optim_state_dict = get_state_dict( 2025-07-24T04:20:35.7458490Z ... fsdp_model, fsdp_optim 2025-07-24T04:20:35.7458530Z ... ) 2025-07-24T04:20:35.7458570Z 2025-07-24T04:20:35.7458710Z >>> # if we simply call ddp_model.state_dict() and fsdp_model.state_dict(), 2025-07-24T04:20:35.7458770Z >>> # the asserts will fail. 2025-07-24T04:20:35.7458850Z >>> assert ddp_state_dict == fsdp_state_dict 2025-07-24T04:20:35.7458940Z >>> assert ddp_optim_state == fsdp_optim_state_dict 2025-07-24T04:20:35.7458980Z 2025-07-24T04:20:35.7459020Z 2025-07-24T04:20:35.7459060Z Args: 2025-07-24T04:20:35.7459150Z model (nn.Module): the nn.Module to the model. 2025-07-24T04:20:35.7459260Z optimizers (Union[None, Optimizer, Iterable[Optimizer]]): 2025-07-24T04:20:35.7459360Z The optimizers that are used to optimize ``model``. 2025-07-24T04:20:35.7459530Z submodules (deprecated): Optional[set[nn.Module]]: only return the model parameters 2025-07-24T04:20:35.7459590Z that belong to the submodules. 2025-07-24T04:20:35.7459700Z options (StateDictOptions): the options to control how 2025-07-24T04:20:35.7459830Z model state_dict and optimizer state_dict should be returned. See 2025-07-24T04:20:35.7459900Z `StateDictOptions` for the details. 2025-07-24T04:20:35.7459960Z 2025-07-24T04:20:35.7460010Z Returns: 2025-07-24T04:20:35.7460130Z ``Tuple`` that contain model state_dict and optimizer state_dict. 2025-07-24T04:20:35.7460170Z 2025-07-24T04:20:35.7460300Z :rtype: typing.Tuple[typing.Dict[str, ValueType], OptimizerStateType] 2025-07-24T04:20:35.7460340Z 2025-07-24T04:20:35.7460500Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7460540Z 2025-07-24T04:20:35.7460610Z warnings.warn(msg) 2025-07-24T04:20:35.7460650Z 2025-07-24T04:20:35.7460750Z --- Parse Warning: 60 / 136 --- 2025-07-24T04:20:35.7461490Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=save in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_saver.py line=96. 2025-07-24T04:20:35.7461650Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7461690Z 2025-07-24T04:20:35.7461760Z Save a distributed model in SPMD style. 2025-07-24T04:20:35.7461800Z 2025-07-24T04:20:35.7461920Z This function is different from ``torch.save()`` as it handles 2025-07-24T04:20:35.7462080Z ``ShardedTensor`` , and ``DTensor`` by having each rank only save their local shards. 2025-07-24T04:20:35.7462120Z 2025-07-24T04:20:35.7462280Z For each ``Stateful`` object (having both a ``state_dict`` and a ``load_state_dict``), 2025-07-24T04:20:35.7462370Z save will call ``state_dict`` before serialization. 2025-07-24T04:20:35.7462410Z 2025-07-24T04:20:35.7462460Z .. warning:: 2025-07-24T04:20:35.7462600Z There is no guarantees of Backwards Compatibility across PyTorch versions 2025-07-24T04:20:35.7462650Z for saved state_dicts. 2025-07-24T04:20:35.7462690Z 2025-07-24T04:20:35.7462740Z .. warning:: 2025-07-24T04:20:35.7462870Z If using the `process_group` argument, make sure that only its ranks 2025-07-24T04:20:35.7462990Z call `save_state_dict` and that all data in state_dict belong to it. 2025-07-24T04:20:35.7463030Z 2025-07-24T04:20:35.7463080Z .. note:: 2025-07-24T04:20:35.7463230Z When saving checkpoint for FSDP's `ShardingStrategy.HYBRID_SHARD`, only one of 2025-07-24T04:20:35.7463390Z the shard_group should be calling `save_state_dict` and the corresponding process 2025-07-24T04:20:35.7463460Z group needs to be passed in. 2025-07-24T04:20:35.7463500Z 2025-07-24T04:20:35.7463540Z .. note:: 2025-07-24T04:20:35.7463700Z If no process group is available, this function assumes the intention is to save the 2025-07-24T04:20:35.7463770Z state_dict in the local process. 2025-07-24T04:20:35.7463810Z 2025-07-24T04:20:35.7463850Z .. note: 2025-07-24T04:20:35.7463940Z Rank 0 is assumed to be the coordinator rank. 2025-07-24T04:20:35.7463980Z 2025-07-24T04:20:35.7464020Z 2025-07-24T04:20:35.7464060Z Args: 2025-07-24T04:20:35.7464150Z state_dict (Dict[str, Any]): The state_dict to save. 2025-07-24T04:20:35.7464240Z checkpoint_id (Union[str, os.PathLike, None]): 2025-07-24T04:20:35.7464370Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-07-24T04:20:35.7464490Z depends on the storage. It can be a path to a folder or to a file. 2025-07-24T04:20:35.7464600Z It can also be a key if the storage is a key-value store. 2025-07-24T04:20:35.7464650Z (Default: ``None``) 2025-07-24T04:20:35.7464730Z storage_writer (Optional[StorageWriter]): 2025-07-24T04:20:35.7464860Z Instance of StorageWriter used to perform writes. If this is not 2025-07-24T04:20:35.7464980Z specified, DCP will automatically infer the writer based on the 2025-07-24T04:20:35.7465100Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-07-24T04:20:35.7465190Z be raised. (Default: ``None``) 2025-07-24T04:20:35.7465250Z planner (Optional[SavePlanner]): 2025-07-24T04:20:35.7465370Z Instance of SavePlanner. If this is not specified, the default 2025-07-24T04:20:35.7465450Z planner will be used. (Default: ``None``) 2025-07-24T04:20:35.7465530Z process_group (Optional[ProcessGroup]): 2025-07-24T04:20:35.7465640Z ProcessGroup to be used for cross-rank synchronization. 2025-07-24T04:20:35.7465710Z (Default: ``None``) 2025-07-24T04:20:35.7465760Z no_dist (bool): 2025-07-24T04:20:35.7465860Z If ``True``, this function will assume the intent is to load 2025-07-24T04:20:35.7465990Z a checkpoint without using cross-rank synchronization. 2025-07-24T04:20:35.7466050Z (Default: ``False``) 2025-07-24T04:20:35.7466090Z 2025-07-24T04:20:35.7466130Z Returns: 2025-07-24T04:20:35.7466250Z Metadata: Metadata object for the saved checkpoint. 2025-07-24T04:20:35.7466290Z 2025-07-24T04:20:35.7466330Z Example: 2025-07-24T04:20:35.7466390Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7466440Z >>> my_model = MyModule() 2025-07-24T04:20:35.7466480Z 2025-07-24T04:20:35.7466550Z >>> state_dict = {"model": my_model} 2025-07-24T04:20:35.7466590Z 2025-07-24T04:20:35.7466730Z >>> fs_storage_writer = torch.distributed.checkpoint.FileSystemWriter( 2025-07-24T04:20:35.7466780Z ... "/checkpoint/1" 2025-07-24T04:20:35.7466830Z ... ) 2025-07-24T04:20:35.7466910Z >>> torch.distributed.checkpoint.save( 2025-07-24T04:20:35.7466970Z >>> state_dict=state_dict, 2025-07-24T04:20:35.7467040Z >>> storage_writer=fs_storage_writer, 2025-07-24T04:20:35.7467080Z >>> ) 2025-07-24T04:20:35.7467120Z 2025-07-24T04:20:35.7467160Z .. note:: 2025-07-24T04:20:35.7467290Z save_state_dict uses collectives to coordinate writes across ranks. 2025-07-24T04:20:35.7467430Z For NCCL-based process groups, internal tensor representations of 2025-07-24T04:20:35.7467560Z objects must be moved to the GPU device before communication takes place. 2025-07-24T04:20:35.7467700Z In this case, the device used is given by ``torch.cuda.current_device()`` 2025-07-24T04:20:35.7467820Z and it is the user's responsibility to ensure that this is set so that 2025-07-24T04:20:35.7467940Z each rank has an individual GPU, via ``torch.cuda.set_device()``. 2025-07-24T04:20:35.7467980Z 2025-07-24T04:20:35.7468130Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7468170Z 2025-07-24T04:20:35.7468230Z warnings.warn(msg) 2025-07-24T04:20:35.7468270Z 2025-07-24T04:20:35.7468370Z --- Parse Warning: 61 / 136 --- 2025-07-24T04:20:35.7469090Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=async_save in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_saver.py line=221. 2025-07-24T04:20:35.7469250Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7469410Z Asynchronous version of ``save``. This code first de-stages the state_dict on to the 2025-07-24T04:20:35.7469580Z staging storage (defaults to CPU memory), and then calls the `save` in a separate thread. 2025-07-24T04:20:35.7469620Z 2025-07-24T04:20:35.7469670Z .. warning:: 2025-07-24T04:20:35.7469770Z This feature is experimental and subject to change. 2025-07-24T04:20:35.7469860Z MUST CALL CLOSE AFTER LAST CHECKPOINT IS SAVED 2025-07-24T04:20:35.7469900Z 2025-07-24T04:20:35.7469940Z Args: 2025-07-24T04:20:35.7470040Z state_dict (Dict[str, Any]): The state_dict to save. 2025-07-24T04:20:35.7470130Z checkpoint_id (Union[str, os.PathLike, None]): 2025-07-24T04:20:35.7470300Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-07-24T04:20:35.7470430Z depends on the storage. It can be a path to a folder or to a file. 2025-07-24T04:20:35.7470530Z It can also be a key if the storage is a key-value store. 2025-07-24T04:20:35.7470590Z (Default: ``None``) 2025-07-24T04:20:35.7470670Z storage_writer (Optional[StorageWriter]): 2025-07-24T04:20:35.7470830Z Instance of StorageWriter used to perform 'stage' and 'save'. If 2025-07-24T04:20:35.7470970Z this is not specified, DCP will automatically infer the writer based on the 2025-07-24T04:20:35.7471120Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-07-24T04:20:35.7471180Z be raised. (Default: ``None``) 2025-07-24T04:20:35.7471270Z planner (Optional[SavePlanner]): 2025-07-24T04:20:35.7471400Z Instance of SavePlanner. If this is not specified, the default 2025-07-24T04:20:35.7471480Z planner will be used. (Default: ``None``) 2025-07-24T04:20:35.7471560Z process_group (Optional[ProcessGroup]): 2025-07-24T04:20:35.7471670Z ProcessGroup to be used for cross-rank synchronization. 2025-07-24T04:20:35.7471730Z (Default: ``None``) 2025-07-24T04:20:35.7471830Z async_checkpointer_type (AsyncCheckpointerType): 2025-07-24T04:20:35.7471940Z whether to do checkpoint in separate thread or process 2025-07-24T04:20:35.7472030Z (Default: ``AsyncCheckpointerType.THREAD``) 2025-07-24T04:20:35.7472090Z async_stager (AsyncStager): 2025-07-24T04:20:35.7472250Z provides staging implementation. If storage_writer implements AsyncStager 2025-07-24T04:20:35.7472380Z and async_stager is provided, async_stager will be used for staging 2025-07-24T04:20:35.7472420Z 2025-07-24T04:20:35.7472460Z Returns: 2025-07-24T04:20:35.7472590Z Future: A future holding the resultant Metadata object from `save`. 2025-07-24T04:20:35.7472640Z 2025-07-24T04:20:35.7472680Z Example: 2025-07-24T04:20:35.7472730Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7472790Z >>> my_model = MyModule() 2025-07-24T04:20:35.7472830Z 2025-07-24T04:20:35.7472900Z >>> state_dict = {"model": my_model} 2025-07-24T04:20:35.7472940Z 2025-07-24T04:20:35.7473090Z >>> fs_storage_writer = torch.distributed.checkpoint.FileSystemWriter( 2025-07-24T04:20:35.7473140Z ... "/checkpoint/1" 2025-07-24T04:20:35.7473190Z ... ) 2025-07-24T04:20:35.7473310Z >>> checkpoint_future = torch.distributed.checkpoint.async_save( 2025-07-24T04:20:35.7473380Z >>> state_dict=state_dict, 2025-07-24T04:20:35.7473450Z >>> storage_writer=fs_storage_writer, 2025-07-24T04:20:35.7473500Z >>> ) 2025-07-24T04:20:35.7473540Z >>> 2025-07-24T04:20:35.7473590Z >>> # ... do some work ... 2025-07-24T04:20:35.7473640Z >>> 2025-07-24T04:20:35.7473700Z >>> checkpoint_future.result() 2025-07-24T04:20:35.7473740Z 2025-07-24T04:20:35.7473780Z 2025-07-24T04:20:35.7473930Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7473970Z 2025-07-24T04:20:35.7474020Z warnings.warn(msg) 2025-07-24T04:20:35.7474060Z 2025-07-24T04:20:35.7474170Z --- Parse Warning: 62 / 136 --- 2025-07-24T04:20:35.7474860Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/state_dict_loader.py line=62. 2025-07-24T04:20:35.7475020Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7475080Z 2025-07-24T04:20:35.7475200Z Load a checkpoint into a distributed state dict in SPMD style. 2025-07-24T04:20:35.7475240Z 2025-07-24T04:20:35.7475370Z Each rank must have the same keys in their ``state_dict`` provided to this 2025-07-24T04:20:35.7475510Z API. Mismatched keys may result in hangs or errors. If unsure, you can use 2025-07-24T04:20:35.7475650Z the ``utils._assert_same_keys`` API to check (but may incur communication 2025-07-24T04:20:35.7475710Z costs). 2025-07-24T04:20:35.7475750Z 2025-07-24T04:20:35.7475870Z Each rank will try to read the least amount of data necessary 2025-07-24T04:20:35.7476030Z to fulfill the requested `state_dict`. When loading :class:`ShardedTensor` 2025-07-24T04:20:35.7476190Z or :class:`DTensor` instances, each rank only reads data for their local shards. 2025-07-24T04:20:35.7476250Z 2025-07-24T04:20:35.7476410Z For each ``Stateful`` object (having both a ``state_dict`` and a ``load_state_dict``), 2025-07-24T04:20:35.7476560Z load will first call ``state_dict`` before attempting deserialization, followed by 2025-07-24T04:20:35.7476670Z ``load_state_dict`` once the deserialization is complete. 2025-07-24T04:20:35.7476820Z For each non-``Stateful`` object, load will deserialize the object, and then replace 2025-07-24T04:20:35.7476910Z it in the ``state_dict`` with the deserialized object. 2025-07-24T04:20:35.7476960Z 2025-07-24T04:20:35.7477000Z .. warning:: 2025-07-24T04:20:35.7477110Z All tensors in ``state_dict`` must be allocated on their 2025-07-24T04:20:35.7477210Z destination device *prior to* calling this function. 2025-07-24T04:20:35.7477250Z 2025-07-24T04:20:35.7477390Z All non-tensor data is loaded using `torch.load()` and modified in place 2025-07-24T04:20:35.7477430Z on state_dict. 2025-07-24T04:20:35.7477480Z 2025-07-24T04:20:35.7477520Z .. warning:: 2025-07-24T04:20:35.7477650Z Users must call `load_state_dict` on the root module to ensure load 2025-07-24T04:20:35.7477760Z pos-processing and non-tensor data properly propagates. 2025-07-24T04:20:35.7477800Z 2025-07-24T04:20:35.7477840Z .. note: 2025-07-24T04:20:35.7477980Z If no process group is initialized, this function will assume the intent 2025-07-24T04:20:35.7478110Z is to load a checkpoint into the local process. This can be useful in the 2025-07-24T04:20:35.7478260Z case of local inference, and when using regular Tensors (as opposed to DTensor 2025-07-24T04:20:35.7478310Z or ShardedTensor) 2025-07-24T04:20:35.7478360Z 2025-07-24T04:20:35.7478400Z .. note: 2025-07-24T04:20:35.7478480Z Rank 0 is assumed to be the coordinator rank. 2025-07-24T04:20:35.7478520Z 2025-07-24T04:20:35.7481210Z Args: 2025-07-24T04:20:35.7481370Z state_dict (Dict[str, Any]): The state_dict to load the checkpoint into. 2025-07-24T04:20:35.7481460Z checkpoint_id (Union[str, os.PathLike, None]): 2025-07-24T04:20:35.7481580Z The ID of this checkpoint instance. The meaning of the checkpoint_id 2025-07-24T04:20:35.7481710Z depends on the storage. It can be a path to a folder or to a file. 2025-07-24T04:20:35.7481810Z It can also be a key if the storage is a key-value store. 2025-07-24T04:20:35.7481870Z (Default: ``None``) 2025-07-24T04:20:35.7481940Z storage_reader (Optional[StorageReader]): 2025-07-24T04:20:35.7482070Z Instance of StorageWriter used to perform reads. If this is not 2025-07-24T04:20:35.7482190Z specified, DCP will automatically infer the reader based on the 2025-07-24T04:20:35.7482320Z checkpoint_id. If checkpoint_id is also None, an exception will 2025-07-24T04:20:35.7482380Z be raised. (Default: ``None``) 2025-07-24T04:20:35.7482450Z planner (Optional[LoadPlanner]): 2025-07-24T04:20:35.7482570Z Instance of LoadPlanner. If this is not specified, the default 2025-07-24T04:20:35.7482700Z planner will be used. (Default: ``None``) 2025-07-24T04:20:35.7482770Z process_group (Optional[ProcessGroup]): 2025-07-24T04:20:35.7482880Z ProcessGroup to be used for cross-rank synchronization. 2025-07-24T04:20:35.7482940Z (Default: ``None``) 2025-07-24T04:20:35.7483070Z no_dist (bool): If ``True``, this function will assume the intent is to load 2025-07-24T04:20:35.7483240Z a checkpoint without using cross-rank synchronization. (Default: ``False``) 2025-07-24T04:20:35.7483290Z Returns: 2025-07-24T04:20:35.7483330Z None. 2025-07-24T04:20:35.7483370Z 2025-07-24T04:20:35.7483440Z Examples 2025-07-24T04:20:35.7483490Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7483550Z >>> my_model = MyModule() 2025-07-24T04:20:35.7483670Z >>> optimizer = Adagrad(my_model.parameters()) 2025-07-24T04:20:35.7483750Z >>> model_state_dict = my_model.state_dict() 2025-07-24T04:20:35.7483890Z >>> fs_storage_reader = torch.distributed.checkpoint.FileSystemReader( 2025-07-24T04:20:35.7483950Z ... "/checkpoint/1" 2025-07-24T04:20:35.7483990Z ... ) 2025-07-24T04:20:35.7484030Z 2025-07-24T04:20:35.7484130Z >>> torch.distributed.checkpoint.load_state_dict( 2025-07-24T04:20:35.7484190Z >>> state_dict=model_state_dict, 2025-07-24T04:20:35.7484260Z >>> storage_reader=fs_storage_reader, 2025-07-24T04:20:35.7484310Z >>> ) 2025-07-24T04:20:35.7484350Z 2025-07-24T04:20:35.7484470Z >>> # module.load_state_dict() function might have customized steps 2025-07-24T04:20:35.7484550Z >>> # to flush the state_dict, must call it to 2025-07-24T04:20:35.7484610Z >>> # ensure correct behavior. 2025-07-24T04:20:35.7484680Z >>> my_model.load_state_dict(model_state_dict) 2025-07-24T04:20:35.7484730Z 2025-07-24T04:20:35.7484770Z .. note:: 2025-07-24T04:20:35.7484900Z load_state_dict uses collectives to coordinate reads across ranks. 2025-07-24T04:20:35.7485030Z For NCCL-based process groups, internal tensor representations of 2025-07-24T04:20:35.7485170Z objects must be moved to the GPU device before communication takes place. 2025-07-24T04:20:35.7485300Z In this case, the device used is given by ``torch.cuda.current_device()`` 2025-07-24T04:20:35.7485440Z and it is the user's responsibility to ensure that this is set so that each 2025-07-24T04:20:35.7485560Z rank has an individual GPU, via ``torch.cuda.set_device()``. 2025-07-24T04:20:35.7485600Z 2025-07-24T04:20:35.7485750Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7485790Z 2025-07-24T04:20:35.7485850Z warnings.warn(msg) 2025-07-24T04:20:35.7485890Z 2025-07-24T04:20:35.7486000Z --- Parse Warning: 63 / 136 --- 2025-07-24T04:20:35.7486760Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load_sharded_optimizer_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/checkpoint/optimizer.py line=221. 2025-07-24T04:20:35.7486920Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7486960Z 2025-07-24T04:20:35.7487090Z Load a state_dict in conjunction with FSDP sharded optimizer state. 2025-07-24T04:20:35.7487130Z 2025-07-24T04:20:35.7487230Z This is the current recommended way to checkpoint FSDP. 2025-07-24T04:20:35.7487280Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7487380Z >>> import torch.distributed.checkpoint as dist_cp 2025-07-24T04:20:35.7487420Z >>> # Save 2025-07-24T04:20:35.7487480Z >>> model: torch.nn.Model 2025-07-24T04:20:35.7487540Z >>> optim_params = model.parameters() 2025-07-24T04:20:35.7487630Z >>> optim = torch.optim.SGD(optim_params, lr=0.01) 2025-07-24T04:20:35.7487690Z >>> # Save 2025-07-24T04:20:35.7487820Z >>> with FSDP.state_dict_type(model, StateDictType.SHARDED_STATE_DICT): 2025-07-24T04:20:35.7487870Z >>> state_dict = { 2025-07-24T04:20:35.7487970Z >>> "optimizer": FSDP.optim_state_dict(model, optim), 2025-07-24T04:20:35.7488040Z >>> "model": model.state_dict() 2025-07-24T04:20:35.7488080Z >>> } 2025-07-24T04:20:35.7488160Z >>> dist_cp.save_state_dict( 2025-07-24T04:20:35.7488220Z >>> state_dict=optim_state, 2025-07-24T04:20:35.7488330Z >>> storage_writer=dist_cp.FileSystemWriter("checkpoint"), 2025-07-24T04:20:35.7488430Z >>> planner=dist_cp.DefaultSavePlanner(), 2025-07-24T04:20:35.7488470Z >>> ) 2025-07-24T04:20:35.7488510Z >>> 2025-07-24T04:20:35.7488560Z >>> # Load 2025-07-24T04:20:35.7488710Z >>> with FSDP.state_dict_type(model_tp, StateDictType.SHARDED_STATE_DICT): 2025-07-24T04:20:35.7488800Z >>> model_state_dict = model_tp.state_dict() 2025-07-24T04:20:35.7488850Z >>> checkpoint = { 2025-07-24T04:20:35.7488910Z >>> "model": model_state_dict 2025-07-24T04:20:35.7488950Z >>> } 2025-07-24T04:20:35.7489010Z >>> dist_cp.load_state_dict( 2025-07-24T04:20:35.7489070Z >>> state_dict=checkpoint, 2025-07-24T04:20:35.7489180Z >>> storage_reader=dist_cp.FileSystemReader(checkpoint_file), 2025-07-24T04:20:35.7489260Z >>> planner=dist_cp.DefaultLoadPlanner(), 2025-07-24T04:20:35.7489300Z >>> ) 2025-07-24T04:20:35.7489400Z >>> model.load_state_dict(checkpoint["model_state"]) 2025-07-24T04:20:35.7489440Z >>> 2025-07-24T04:20:35.7489550Z >>> optim_state = dist_cp.load_sharded_optimizer_state_dict( 2025-07-24T04:20:35.7489600Z >>> model_state_dict, 2025-07-24T04:20:35.7489670Z >>> optimizer_key="optimizer", 2025-07-24T04:20:35.7489770Z >>> storage_reader=dist_cp.FileSystemReader("checkpoint"), 2025-07-24T04:20:35.7489820Z >>> ) 2025-07-24T04:20:35.7489860Z >>> 2025-07-24T04:20:35.7489950Z >>> flattened_osd = FSDP.optim_state_dict_to_load( 2025-07-24T04:20:35.7490030Z >>> model, optim, optim_state["optimizer"] 2025-07-24T04:20:35.7490070Z >>> ) 2025-07-24T04:20:35.7490110Z >>> 2025-07-24T04:20:35.7490180Z >>> optim.load_state_dict(flattened_osd) 2025-07-24T04:20:35.7490220Z 2025-07-24T04:20:35.7490380Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7490420Z 2025-07-24T04:20:35.7490470Z warnings.warn(msg) 2025-07-24T04:20:35.7490510Z 2025-07-24T04:20:35.7490610Z --- Parse Warning: 64 / 136 --- 2025-07-24T04:20:35.7491330Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_RemoteModule.__init__ in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=129. 2025-07-24T04:20:35.7491480Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7491520Z 2025-07-24T04:20:35.7491660Z RemoteModule instance can only be created after RPC initialization. 2025-07-24T04:20:35.7491700Z 2025-07-24T04:20:35.7491820Z It creates a user-specified module on a specified remote node. 2025-07-24T04:20:35.7491960Z It behaves like a regular ``nn.Module`` except that the ``forward`` method is 2025-07-24T04:20:35.7492020Z executed on the remote node. 2025-07-24T04:20:35.7492160Z It takes care of autograd recording to ensure the backward pass propagates 2025-07-24T04:20:35.7492260Z gradients back to the corresponding remote module. 2025-07-24T04:20:35.7492470Z It can be shared across processors using `RPC framework `__, 2025-07-24T04:20:35.7492620Z without incurring any overheads of copying the actual module, 2025-07-24T04:20:35.7492750Z which is equivalent to an :class:`~torch.distributed.rpc.RRef` 2025-07-24T04:20:35.7492810Z pointing to the remote module. 2025-07-24T04:20:35.7492850Z 2025-07-24T04:20:35.7492970Z The arguments of ``forward_async`` and ``forward`` are the same as 2025-07-24T04:20:35.7493090Z the ``forward`` method of the module returned by the ``module_cls``. 2025-07-24T04:20:35.7493160Z 2025-07-24T04:20:35.7493350Z Apart from ``forward_async`` and ``forward``, no other methods are supported from nn.Module for now. 2025-07-24T04:20:35.7493390Z 2025-07-24T04:20:35.7493550Z Particularly, to create a hybrid model, typically the local modules should be 2025-07-24T04:20:35.7493770Z created outside of remote modules, rather than as submodules of any remote module (by calling ``add_module``). 2025-07-24T04:20:35.7493850Z Hybrid Example: 2025-07-24T04:20:35.7493920Z >>> class HybridModel(nn.Module): 2025-07-24T04:20:35.7493990Z >>> def __init__(self) -> None: 2025-07-24T04:20:35.7494050Z >>> nn.Module.__init__(self) 2025-07-24T04:20:35.7494140Z >>> self.remote_embedding = RemoteModule(...) 2025-07-24T04:20:35.7494220Z >>> self.local_linear = nn.Linear(...) 2025-07-24T04:20:35.7494260Z 2025-07-24T04:20:35.7494380Z For example, if ``module_cls`` returns an instance of ``nn.Linear``, 2025-07-24T04:20:35.7494530Z that has ``forward`` method signature, ``def forward(input: Tensor) -> Tensor:``, 2025-07-24T04:20:35.7494660Z the generated ``RemoteModule`` will have 2 methods in signature of 2025-07-24T04:20:35.7494740Z ``def forward(input: Tensor) -> Tensor:`` and 2025-07-24T04:20:35.7494840Z ``def forward_async(input: Tensor) -> Future[Tensor]:``. 2025-07-24T04:20:35.7494880Z 2025-07-24T04:20:35.7494930Z .. note:: 2025-07-24T04:20:35.7495010Z If the remote module is placed on a cuda device, 2025-07-24T04:20:35.7495160Z any input CPU tensors will be automatically moved to the same cuda device, 2025-07-24T04:20:35.7495400Z and GPU tensors are returned over the wire according to the device map of the remote worker on TensorPipe RPC backend. 2025-07-24T04:20:35.7495440Z 2025-07-24T04:20:35.7495480Z Args: 2025-07-24T04:20:35.7495660Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-07-24T04:20:35.7495840Z The device can be a local device or a remote device specified by one of the following remote 2025-07-24T04:20:35.7495890Z formats: 2025-07-24T04:20:35.7495920Z 2025-07-24T04:20:35.7496020Z 1. "rank:/" (ex: "rank:0/cuda:0"). 2025-07-24T04:20:35.7496110Z 2. "/" (ex: "trainer0/cuda:0"). 2025-07-24T04:20:35.7496150Z 2025-07-24T04:20:35.7496300Z In addition, the device field can be optional and the default value is "cpu". 2025-07-24T04:20:35.7496370Z module_cls (nn.Module): For example, 2025-07-24T04:20:35.7496440Z >>> class MyModule(nn.Module): 2025-07-24T04:20:35.7496500Z >>> def forward(input): 2025-07-24T04:20:35.7496550Z >>> return input + 1 2025-07-24T04:20:35.7496590Z >>> 2025-07-24T04:20:35.7496650Z >>> module_cls = MyModule 2025-07-24T04:20:35.7496770Z args (Sequence, optional): args to be passed to ``module_cls``. 2025-07-24T04:20:35.7496890Z kwargs (Dict, optional): kwargs to be passed to ``module_cls``. 2025-07-24T04:20:35.7497060Z _module_interface_cls (type, optional): The TorchScript interface type for the module 2025-07-24T04:20:35.7497210Z to be created. The type object should be decorated by @torch.jit.interface. 2025-07-24T04:20:35.7497340Z If not provided, the generated RemoteModule is not torchscript-able. 2025-07-24T04:20:35.7497490Z Warning, this is an experimental API and susceptible to frequent changes. 2025-07-24T04:20:35.7497550Z 2025-07-24T04:20:35.7497590Z Returns: 2025-07-24T04:20:35.7497740Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-07-24T04:20:35.7497880Z user-provided ``module_cls``, it has a blocking ``forward`` method and an 2025-07-24T04:20:35.7498040Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-07-24T04:20:35.7498150Z on the user-provided module on the remote side. 2025-07-24T04:20:35.7498190Z 2025-07-24T04:20:35.7498240Z Example:: 2025-07-24T04:20:35.7498330Z Run the following code in two different processes: 2025-07-24T04:20:35.7498400Z 2025-07-24T04:20:35.7498470Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:35.7498520Z >>> # On worker 0: 2025-07-24T04:20:35.7498590Z >>> import torch 2025-07-24T04:20:35.7498660Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:35.7498730Z >>> from torch import nn, Tensor 2025-07-24T04:20:35.7498860Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-07-24T04:20:35.7498910Z >>> 2025-07-24T04:20:35.7498990Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-07-24T04:20:35.7499060Z >>> remote_linear_module = RemoteModule( 2025-07-24T04:20:35.7499140Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-07-24T04:20:35.7499190Z >>> ) 2025-07-24T04:20:35.7499250Z >>> input = torch.randn(128, 20) 2025-07-24T04:20:35.7499340Z >>> ret_fut = remote_linear_module.forward_async(input) 2025-07-24T04:20:35.7499400Z >>> ret = ret_fut.wait() 2025-07-24T04:20:35.7499450Z >>> rpc.shutdown() 2025-07-24T04:20:35.7499490Z 2025-07-24T04:20:35.7499540Z >>> # On worker 1: 2025-07-24T04:20:35.7499590Z >>> import torch 2025-07-24T04:20:35.7499670Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:35.7499710Z >>> 2025-07-24T04:20:35.7499790Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-07-24T04:20:35.7499840Z >>> rpc.shutdown() 2025-07-24T04:20:35.7499880Z 2025-07-24T04:20:35.7500030Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7500070Z 2025-07-24T04:20:35.7500120Z warnings.warn(msg) 2025-07-24T04:20:35.7500160Z 2025-07-24T04:20:35.7500260Z --- Parse Warning: 65 / 136 --- 2025-07-24T04:20:35.7501020Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_RemoteModule.init_from_module_rref in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=506. 2025-07-24T04:20:35.7501170Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7501220Z 2025-07-24T04:20:35.7501410Z Besides the constructor, a RemoteModule instance can also be initialized given a module RRef. 2025-07-24T04:20:35.7501450Z 2025-07-24T04:20:35.7501640Z This alternate initialization method can be particularly useful if we want to create multiple 2025-07-24T04:20:35.7501830Z RemoteModule instances that share the same underlying module and reduce memory consumption. 2025-07-24T04:20:35.7501870Z 2025-07-24T04:20:35.7502030Z Moreover, this also provides a workaround for passing script RemoteModule over RPC, 2025-07-24T04:20:35.7502140Z which is not supported. The recommended way is as follows: 2025-07-24T04:20:35.7502190Z 2025-07-24T04:20:35.7502250Z 1. the sender creates a RemoteModule; 2025-07-24T04:20:35.7502340Z 2. the sender sends its ``module_rref`` over RPC; 2025-07-24T04:20:35.7502540Z 3. the receiver calls this method to initialize another RemoteModule using the same ``module_rref``. 2025-07-24T04:20:35.7502610Z 2025-07-24T04:20:35.7502650Z Example:: 2025-07-24T04:20:35.7502740Z Run the following code in two different processes: 2025-07-24T04:20:35.7502780Z 2025-07-24T04:20:35.7502850Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:35.7502900Z >>> # On worker 0: 2025-07-24T04:20:35.7502950Z >>> import torch 2025-07-24T04:20:35.7503020Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:35.7503080Z >>> from torch import nn, Tensor 2025-07-24T04:20:35.7503240Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-07-24T04:20:35.7503280Z >>> 2025-07-24T04:20:35.7503360Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-07-24T04:20:35.7503450Z >>> remote_module = RemoteModule( 2025-07-24T04:20:35.7503530Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-07-24T04:20:35.7503570Z >>> ) 2025-07-24T04:20:35.7503640Z >>> 2025-07-24T04:20:35.7503710Z >>> remote_module1 = rpc.rpc_sync( 2025-07-24T04:20:35.7503760Z >>> "worker1/cpu", 2025-07-24T04:20:35.7503830Z >>> RemoteModule.init_from_module_rref, 2025-07-24T04:20:35.7503930Z >>> ("worker1/cpu", remote_module1.get_module_rref()), 2025-07-24T04:20:35.7503970Z >>> ) 2025-07-24T04:20:35.7504020Z >>> rpc.shutdown() 2025-07-24T04:20:35.7504060Z 2025-07-24T04:20:35.7504110Z >>> # On worker 1: 2025-07-24T04:20:35.7504160Z >>> import torch 2025-07-24T04:20:35.7504230Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:35.7504270Z >>> 2025-07-24T04:20:35.7504360Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-07-24T04:20:35.7504410Z >>> rpc.shutdown() 2025-07-24T04:20:35.7504450Z 2025-07-24T04:20:35.7504490Z Args: 2025-07-24T04:20:35.7504670Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-07-24T04:20:35.7504850Z The device can be a local device or a remote device specified by one of the following remote 2025-07-24T04:20:35.7504900Z formats: 2025-07-24T04:20:35.7504940Z 2025-07-24T04:20:35.7505030Z 1. "rank:/" (ex: "rank:0/cuda:0"). 2025-07-24T04:20:35.7505120Z 2. "/" (ex: "trainer0/cuda:0"). 2025-07-24T04:20:35.7505160Z 2025-07-24T04:20:35.7505310Z In addition, the device field can be optional and the default value is "cpu". 2025-07-24T04:20:35.7505460Z module_rref (RRef[nn.Module]): The module reference shared by both the caller and 2025-07-24T04:20:35.7505520Z the created remote module. 2025-07-24T04:20:35.7505690Z _module_interface_cls (type, optional): The TorchScript interface type for the module 2025-07-24T04:20:35.7505840Z to be created. The type object should be decorated by @torch.jit.interface. 2025-07-24T04:20:35.7505970Z If not provided, the generated RemoteModule is not torchscript-able. 2025-07-24T04:20:35.7506110Z Warning, this is an experimental API and susceptible to frequent changes. 2025-07-24T04:20:35.7506150Z 2025-07-24T04:20:35.7506200Z Returns: 2025-07-24T04:20:35.7506340Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-07-24T04:20:35.7506490Z user-provided ``module_rref``, it has a blocking ``forward`` method and an 2025-07-24T04:20:35.7506650Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-07-24T04:20:35.7506740Z on the user-provided module on the remote side. 2025-07-24T04:20:35.7506780Z 2025-07-24T04:20:35.7506940Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7506980Z 2025-07-24T04:20:35.7507030Z warnings.warn(msg) 2025-07-24T04:20:35.7507070Z 2025-07-24T04:20:35.7507170Z --- Parse Warning: 66 / 136 --- 2025-07-24T04:20:35.7507870Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=RemoteModule in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/nn/api/remote_module.py line=598. 2025-07-24T04:20:35.7508050Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7508090Z 2025-07-24T04:20:35.7508230Z A RemoteModule instance can only be created after RPC initialization. 2025-07-24T04:20:35.7508280Z 2025-07-24T04:20:35.7508410Z It creates a user-specified module on a specified remote node. 2025-07-24T04:20:35.7508570Z It behaves like a regular ``nn.Module`` except that the ``forward`` method is 2025-07-24T04:20:35.7508630Z executed on the remote node. 2025-07-24T04:20:35.7508800Z It takes care of autograd recording to ensure the backward pass propagates 2025-07-24T04:20:35.7508900Z gradients back to the corresponding remote module. 2025-07-24T04:20:35.7508940Z 2025-07-24T04:20:35.7509070Z It generates two methods ``forward_async`` and ``forward`` based on the 2025-07-24T04:20:35.7509200Z signature of the ``forward`` method of ``module_cls``. ``forward_async`` 2025-07-24T04:20:35.7509350Z runs asynchronously and returns a Future. The arguments of ``forward_async`` 2025-07-24T04:20:35.7509470Z and ``forward`` are the same as the ``forward`` method of the module 2025-07-24T04:20:35.7509540Z returned by the ``module_cls``. 2025-07-24T04:20:35.7509580Z 2025-07-24T04:20:35.7509700Z For example, if ``module_cls`` returns an instance of ``nn.Linear``, 2025-07-24T04:20:35.7509850Z that has ``forward`` method signature: ``def forward(input: Tensor) -> Tensor:``, 2025-07-24T04:20:35.7509990Z the generated ``RemoteModule`` will have 2 methods with the signatures: 2025-07-24T04:20:35.7510030Z 2025-07-24T04:20:35.7510110Z | ``def forward(input: Tensor) -> Tensor:`` 2025-07-24T04:20:35.7510210Z | ``def forward_async(input: Tensor) -> Future[Tensor]:`` 2025-07-24T04:20:35.7510250Z 2025-07-24T04:20:35.7510290Z Args: 2025-07-24T04:20:35.7510470Z remote_device (str): Device on the destination worker where we'd like to place this module. 2025-07-24T04:20:35.7510680Z The format should be "/", where the device field can be parsed as torch.device type. 2025-07-24T04:20:35.7510770Z E.g., "trainer0/cpu", "trainer0", "ps0/cuda:0". 2025-07-24T04:20:35.7510910Z In addition, the device field can be optional and the default value is "cpu". 2025-07-24T04:20:35.7511070Z module_cls (nn.Module): Class for the module to be created remotely. For example, 2025-07-24T04:20:35.7511110Z 2025-07-24T04:20:35.7511170Z >>> class MyModule(nn.Module): 2025-07-24T04:20:35.7511230Z >>> def forward(input): 2025-07-24T04:20:35.7511290Z >>> return input + 1 2025-07-24T04:20:35.7511330Z >>> 2025-07-24T04:20:35.7511390Z >>> module_cls = MyModule 2025-07-24T04:20:35.7511430Z 2025-07-24T04:20:35.7511550Z args (Sequence, optional): args to be passed to ``module_cls``. 2025-07-24T04:20:35.7511670Z kwargs (Dict, optional): kwargs to be passed to ``module_cls``. 2025-07-24T04:20:35.7511710Z 2025-07-24T04:20:35.7511750Z Returns: 2025-07-24T04:20:35.7511900Z A remote module instance which wraps the :class:`~nn.Module` created by the 2025-07-24T04:20:35.7512040Z user-provided ``module_cls``, it has a blocking ``forward`` method and an 2025-07-24T04:20:35.7512200Z asynchronous ``forward_async`` method that returns a future of the ``forward`` call 2025-07-24T04:20:35.7512300Z on the user-provided module on the remote side. 2025-07-24T04:20:35.7512340Z 2025-07-24T04:20:35.7512380Z Example:: 2025-07-24T04:20:35.7512470Z Run the following code in two different processes: 2025-07-24T04:20:35.7512630Z 2025-07-24T04:20:35.7512690Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:35.7512740Z >>> # On worker 0: 2025-07-24T04:20:35.7512790Z >>> import torch 2025-07-24T04:20:35.7512870Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:35.7512930Z >>> from torch import nn, Tensor 2025-07-24T04:20:35.7513060Z >>> from torch.distributed.nn.api.remote_module import RemoteModule 2025-07-24T04:20:35.7513180Z >>> 2025-07-24T04:20:35.7513260Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-07-24T04:20:35.7513340Z >>> remote_linear_module = RemoteModule( 2025-07-24T04:20:35.7513430Z >>> "worker1/cpu", nn.Linear, args=(20, 30), 2025-07-24T04:20:35.7513480Z >>> ) 2025-07-24T04:20:35.7513540Z >>> input = torch.randn(128, 20) 2025-07-24T04:20:35.7513660Z >>> ret_fut = remote_linear_module.forward_async(input) 2025-07-24T04:20:35.7513720Z >>> ret = ret_fut.wait() 2025-07-24T04:20:35.7513770Z >>> rpc.shutdown() 2025-07-24T04:20:35.7513810Z 2025-07-24T04:20:35.7513860Z >>> # On worker 1: 2025-07-24T04:20:35.7513900Z >>> import torch 2025-07-24T04:20:35.7513980Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:35.7514020Z >>> 2025-07-24T04:20:35.7514100Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-07-24T04:20:35.7514150Z >>> rpc.shutdown() 2025-07-24T04:20:35.7514190Z 2025-07-24T04:20:35.7514310Z Furthermore, a more practical example that is combined with 2025-07-24T04:20:35.7514590Z `DistributedDataParallel `__ (DDP) 2025-07-24T04:20:35.7514790Z can be found in this `tutorial `__. 2025-07-24T04:20:35.7514830Z 2025-07-24T04:20:35.7514990Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7515030Z 2025-07-24T04:20:35.7515080Z warnings.warn(msg) 2025-07-24T04:20:35.7515120Z 2025-07-24T04:20:35.7515220Z --- Parse Warning: 67 / 136 --- 2025-07-24T04:20:35.7515970Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=construct_and_record_rdzv_event in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/elastic/events/__init__.py line=94. 2025-07-24T04:20:35.7516120Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7516160Z 2025-07-24T04:20:35.7516290Z Initialize rendezvous event object and record its operations. 2025-07-24T04:20:35.7516330Z 2025-07-24T04:20:35.7516370Z Args: 2025-07-24T04:20:35.7516450Z run_id (str): The run id of the rendezvous. 2025-07-24T04:20:35.7516540Z message (str): The message describing the event. 2025-07-24T04:20:35.7516690Z node_state (NodeState): The state of the node (INIT, RUNNING, SUCCEEDED, FAILED). 2025-07-24T04:20:35.7516810Z name (str): Event name. (E.g. Current action being performed). 2025-07-24T04:20:35.7516880Z hostname (str): Hostname of the node. 2025-07-24T04:20:35.7516960Z pid (Optional[int]): The process id of the node. 2025-07-24T04:20:35.7517110Z master_endpoint (str): The master endpoint for the rendezvous store, if known. 2025-07-24T04:20:35.7517280Z local_id (Optional[int]): The local_id of the node, if defined in dynamic_rendezvous.py 2025-07-24T04:20:35.7517380Z rank (Optional[int]): The rank of the node, if known. 2025-07-24T04:20:35.7517420Z Returns: 2025-07-24T04:20:35.7517460Z None 2025-07-24T04:20:35.7517500Z Example: 2025-07-24T04:20:35.7517580Z >>> # See DynamicRendezvousHandler class 2025-07-24T04:20:35.7517630Z >>> def _record( 2025-07-24T04:20:35.7517700Z ... self, 2025-07-24T04:20:35.7517750Z ... message: str, 2025-07-24T04:20:35.7517840Z ... node_state: NodeState = NodeState.RUNNING, 2025-07-24T04:20:35.7517900Z ... rank: Optional[int] = None, 2025-07-24T04:20:35.7517940Z ... ) -> None: 2025-07-24T04:20:35.7518020Z ... construct_and_record_rdzv_event( 2025-07-24T04:20:35.7518120Z ... name=f"{self.__class__.__name__}.{get_method_name()}", 2025-07-24T04:20:35.7518210Z ... run_id=self._settings.run_id, 2025-07-24T04:20:35.7518270Z ... message=message, 2025-07-24T04:20:35.7518330Z ... node_state=node_state, 2025-07-24T04:20:35.7518430Z ... hostname=self._this_node.addr, 2025-07-24T04:20:35.7518490Z ... pid=self._this_node.pid, 2025-07-24T04:20:35.7518590Z ... local_id=self._this_node.local_id, 2025-07-24T04:20:35.7518640Z ... rank=rank, 2025-07-24T04:20:35.7518680Z ... ) 2025-07-24T04:20:35.7518720Z 2025-07-24T04:20:35.7518880Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7518920Z 2025-07-24T04:20:35.7518970Z warnings.warn(msg) 2025-07-24T04:20:35.7519010Z 2025-07-24T04:20:35.7519110Z --- Parse Warning: 68 / 136 --- 2025-07-24T04:20:35.7519810Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_CustomReducer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/pipelining/microbatch.py line=29. 2025-07-24T04:20:35.7519970Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7520010Z 2025-07-24T04:20:35.7520150Z Custom reducer class that can be used to specify a custom operation that 2025-07-24T04:20:35.7520260Z reduces losses of multiple microbatches into one value. 2025-07-24T04:20:35.7520300Z 2025-07-24T04:20:35.7520340Z Example: 2025-07-24T04:20:35.7520390Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7520460Z >>> sum_reducer = _CustomReducer( 2025-07-24T04:20:35.7520510Z >>> torch.tensor(0.0), 2025-07-24T04:20:35.7520560Z >>> lambda a, b: a + b 2025-07-24T04:20:35.7520600Z >>> ) 2025-07-24T04:20:35.7520650Z 2025-07-24T04:20:35.7520800Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7520840Z 2025-07-24T04:20:35.7520890Z warnings.warn(msg) 2025-07-24T04:20:35.7520930Z 2025-07-24T04:20:35.7521020Z --- Parse Warning: 69 / 136 --- 2025-07-24T04:20:35.7521790Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=PeriodicModelAverager in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/model_averaging/averagers.py line=38. 2025-07-24T04:20:35.7521950Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7521990Z 2025-07-24T04:20:35.7522110Z Averages parameters periodically after the warm-up stage. 2025-07-24T04:20:35.7522150Z 2025-07-24T04:20:35.7522300Z This can be used for running `post-local SGD `_, 2025-07-24T04:20:35.7522420Z by running :class:`~torch.nn.DistributedDataParallel` (DDP) 2025-07-24T04:20:35.7522570Z using the subgroups created by :meth:`~torch.distributed.new_subgroups`. 2025-07-24T04:20:35.7522610Z 2025-07-24T04:20:35.7522650Z Args: 2025-07-24T04:20:35.7522750Z period (int): The number of steps per model averaging. 2025-07-24T04:20:35.7522920Z Usually the period should be greater than ``1`` to reduce the communication cost. 2025-07-24T04:20:35.7523000Z Otherwise, only DDP needs to be used. 2025-07-24T04:20:35.7523160Z warmup_steps (int): The number of warm-up steps. During this stage, 2025-07-24T04:20:35.7523230Z model averaging is skipped. 2025-07-24T04:20:35.7523350Z process_group: The process group to be used for all-reduce. 2025-07-24T04:20:35.7523440Z If ``None``, the default process group, which 2025-07-24T04:20:35.7523560Z is created by :func:`torch.distributed.init_process_group`, 2025-07-24T04:20:35.7523660Z will be used. (default: ``None``) 2025-07-24T04:20:35.7523700Z 2025-07-24T04:20:35.7523750Z Example:: 2025-07-24T04:20:35.7523790Z 2025-07-24T04:20:35.7523890Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7523940Z >>> import torch 2025-07-24T04:20:35.7524010Z >>> import torch.distributed as dist 2025-07-24T04:20:35.7524230Z >>> import torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook as post_localSGD 2025-07-24T04:20:35.7524400Z >>> import torch.distributed.algorithms.model_averaging.averagers as averagers 2025-07-24T04:20:35.7524460Z >>> import torch.nn as nn 2025-07-24T04:20:35.7524500Z >>> 2025-07-24T04:20:35.7524610Z >>> dist.init_process_group("nccl", rank=rank, world_size=16) 2025-07-24T04:20:35.7524670Z >>> torch.cuda.set_device(rank) 2025-07-24T04:20:35.7524750Z >>> module = nn.Linear(1, 1, bias=False).cuda() 2025-07-24T04:20:35.7524850Z >>> model = nn.parallel.DistributedDataParallel( 2025-07-24T04:20:35.7524940Z >>> module, device_ids=[rank], output_device=rank 2025-07-24T04:20:35.7524980Z >>> ) 2025-07-24T04:20:35.7525070Z >>> # Register a post-localSGD communication hook. 2025-07-24T04:20:35.7525240Z >>> state = PostLocalSGDState(process_group=None, subgroup=None, start_localSGD_iter=100) 2025-07-24T04:20:35.7525350Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-07-24T04:20:35.7525390Z >>> 2025-07-24T04:20:35.7525560Z >>> # In the first 100 steps, run global gradient averaging like normal DDP at every step. 2025-07-24T04:20:35.7525650Z >>> # After 100 steps, run model averaging every 4 steps. 2025-07-24T04:20:35.7525850Z >>> # Note that ``warmup_steps`` must be the same as ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-07-24T04:20:35.7526000Z >>> averager = averagers.PeriodicModelAverager(period=4, warmup_steps=100) 2025-07-24T04:20:35.7526060Z >>> for step in range(0, 200): 2025-07-24T04:20:35.7526120Z >>> optimizer.zero_grad() 2025-07-24T04:20:35.7526190Z >>> loss = loss_fn(output, labels) 2025-07-24T04:20:35.7526240Z >>> loss.backward() 2025-07-24T04:20:35.7526300Z >>> optimizer.step() 2025-07-24T04:20:35.7526420Z >>> # Will average model parameters globally every 4 steps. Thus, 2025-07-24T04:20:35.7526540Z >>> # inter-node communication only occurs every 4 iterations after 2025-07-24T04:20:35.7526620Z >>> # the initial ``warmup_steps`` period. 2025-07-24T04:20:35.7526720Z >>> averager.average_parameters(model.parameters()) 2025-07-24T04:20:35.7526760Z 2025-07-24T04:20:35.7526910Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7526950Z 2025-07-24T04:20:35.7527010Z warnings.warn(msg) 2025-07-24T04:20:35.7527050Z 2025-07-24T04:20:35.7527150Z --- Parse Warning: 70 / 136 --- 2025-07-24T04:20:35.7527980Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=HierarchicalModelAverager in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/model_averaging/hierarchical_model_averager.py line=19. 2025-07-24T04:20:35.7528140Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7528200Z 2025-07-24T04:20:35.7528400Z Runs hierarchical model averaging (`hierarchical SGD `_). 2025-07-24T04:20:35.7528450Z 2025-07-24T04:20:35.7528630Z Process groups of different sizes are organized in a hierarchy, and they average parameters 2025-07-24T04:20:35.7528760Z by using different periods concurrently after the warm-up stage. 2025-07-24T04:20:35.7529020Z This is an extension of :class:`~torch.distributed.algorithms.model_averaging.averagers.PeriodicModelAverager` 2025-07-24T04:20:35.7529220Z that supports `post-local SGD `_, which essentially only supports 2025-07-24T04:20:35.7529430Z a two-level hierarchy: the intra-machine level and the global level, where the intra-machine 2025-07-24T04:20:35.7529660Z level is usually embedded in :meth:`~torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook`. 2025-07-24T04:20:35.7529850Z Similarly, the process groups within this class do not have such an intra-machine process 2025-07-24T04:20:35.7530010Z subgroup, which should be embedded by the post-local SGD communication hook instead. 2025-07-24T04:20:35.7530050Z 2025-07-24T04:20:35.7530100Z Args: 2025-07-24T04:20:35.7530250Z period_group_size_dict: An ordered dict mapping keys of model averaging period to 2025-07-24T04:20:35.7530380Z process group size, used for initializing process groups of 2025-07-24T04:20:35.7530520Z different sizes in a hierarchy to average parameters concurrently. 2025-07-24T04:20:35.7530650Z Particularly, at each iteration, there will be at most a single 2025-07-24T04:20:35.7530800Z process group that runs averaging -- the period of such group should 2025-07-24T04:20:35.7530930Z have the largest period which the current step can be divided by. 2025-07-24T04:20:35.7531040Z For example, if the dict has three keys: 2, 4, and 8, 2025-07-24T04:20:35.7531170Z then this means totally three process groups will be created to 2025-07-24T04:20:35.7531300Z average parameters every 2, 4, and 8 iterations, respectively. 2025-07-24T04:20:35.7531420Z At the 4th iteration, only the second process group will run 2025-07-24T04:20:35.7531530Z averaging, because the first process group should be a 2025-07-24T04:20:35.7531670Z subset of the second process group, and no need to execute the first 2025-07-24T04:20:35.7531750Z process group redundantly. 2025-07-24T04:20:35.7531880Z On the other hand, the third process group can only be triggered 2025-07-24T04:20:35.7532010Z every 8 iterations, so it will not be triggered at the 4th iteration. 2025-07-24T04:20:35.7532200Z warmup_steps (int): The number of warm-up steps. During this stage, model averaging is skipped. 2025-07-24T04:20:35.7532460Z process_group (ProcessGroup, optional): The overall process group containing all the processes that runs model averaging. 2025-07-24T04:20:35.7532570Z If ``None``, the default process group, which is created 2025-07-24T04:20:35.7532710Z by :func:`torch.distributed.init_process_group`, will be used. 2025-07-24T04:20:35.7532790Z (default: ``None``) 2025-07-24T04:20:35.7532830Z 2025-07-24T04:20:35.7532870Z Example:: 2025-07-24T04:20:35.7532940Z >>> # xdoctest: +SKIP('undefined rank') 2025-07-24T04:20:35.7533020Z >>> from collections import OrderedDict 2025-07-24T04:20:35.7533070Z >>> import torch 2025-07-24T04:20:35.7533170Z >>> import torch.distributed as dist 2025-07-24T04:20:35.7533340Z >>> from torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook import ( 2025-07-24T04:20:35.7533400Z >>> PostLocalSGDState, 2025-07-24T04:20:35.7533460Z >>> post_localSGD_hook, 2025-07-24T04:20:35.7536150Z >>> ) 2025-07-24T04:20:35.7536390Z >>> import torch.distributed.algorithms.model_averaging.hierarchical_model_averager as hierarchicalSGD 2025-07-24T04:20:35.7536520Z >>> import torch.nn as nn 2025-07-24T04:20:35.7536560Z >>> 2025-07-24T04:20:35.7536670Z >>> dist.init_process_group("nccl", rank=rank, world_size=16) 2025-07-24T04:20:35.7536750Z >>> torch.cuda.set_device(rank) 2025-07-24T04:20:35.7536830Z >>> module = nn.Linear(1, 1, bias=False).to(rank) 2025-07-24T04:20:35.7536930Z >>> model = nn.parallel.DistributedDataParallel( 2025-07-24T04:20:35.7537040Z >>> module, device_ids=[rank], output_device=rank 2025-07-24T04:20:35.7537080Z >>> ) 2025-07-24T04:20:35.7537170Z >>> # Register a post-localSGD communication hook. 2025-07-24T04:20:35.7537340Z >>> # Assume that each machine has 4 GPUs, then each intra-machine subgroup has a size of 4. 2025-07-24T04:20:35.7537410Z >>> subgroup, _ = dist.new_subgroups() 2025-07-24T04:20:35.7537590Z >>> state = PostLocalSGDState(process_group=None, subgroup=subgroup, start_localSGD_iter=100) 2025-07-24T04:20:35.7537700Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-07-24T04:20:35.7537740Z >>> 2025-07-24T04:20:35.7537910Z >>> # Average parameters among each group of 8 processes every 4 iterations, and among all 2025-07-24T04:20:35.7537990Z >>> # the 16 processes every 16 iterations. 2025-07-24T04:20:35.7538100Z >>> averager = hierarchicalSGD.HierarchicalModelAverager( 2025-07-24T04:20:35.7538240Z >>> period_group_size_dict=OrderedDict([(4, 8), (16, 16)]), warmup_steps=100) 2025-07-24T04:20:35.7538440Z >>> # Note that ``warmup_steps`` must be the same as ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-07-24T04:20:35.7538600Z >>> # In the first 100 steps, run global gradient averaging like normal DDP at every step. 2025-07-24T04:20:35.7538700Z >>> # After 100 steps, run model averaging at two levels. 2025-07-24T04:20:35.7538760Z >>> for step in range(0, 200): 2025-07-24T04:20:35.7538820Z >>> optimizer.zero_grad() 2025-07-24T04:20:35.7538890Z >>> loss = loss_fn(output, labels) 2025-07-24T04:20:35.7538940Z >>> loss.backward() 2025-07-24T04:20:35.7539000Z >>> optimizer.step() 2025-07-24T04:20:35.7539090Z >>> # Average parameters after ``optimizer.step()``. 2025-07-24T04:20:35.7539270Z >>> # Thus, the inter-node communication only occurs periodically after ``warmup_steps``. 2025-07-24T04:20:35.7539370Z >>> averager.average_parameters(model.parameters()) 2025-07-24T04:20:35.7539410Z 2025-07-24T04:20:35.7539460Z .. warning :: 2025-07-24T04:20:35.7539610Z The last group size in the dict must be the size of the provided ``process_group``, 2025-07-24T04:20:35.7539750Z which indicates model averaging at the highest level of the hierarchy. 2025-07-24T04:20:35.7539940Z If ``process_group`` is not provided, then the last group size should be equal to the world size. 2025-07-24T04:20:35.7539980Z 2025-07-24T04:20:35.7540030Z .. warning :: 2025-07-24T04:20:35.7540170Z `HierarchicalModelAverager` is experimental and subject to change. 2025-07-24T04:20:35.7540210Z 2025-07-24T04:20:35.7540360Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7540400Z 2025-07-24T04:20:35.7540460Z warnings.warn(msg) 2025-07-24T04:20:35.7540490Z 2025-07-24T04:20:35.7540610Z --- Parse Warning: 71 / 136 --- 2025-07-24T04:20:35.7541390Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=post_localSGD_hook in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/post_localSGD_hook.py line=72. 2025-07-24T04:20:35.7541570Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7541610Z 2025-07-24T04:20:35.7541670Z Run post-localSGD algorithm. 2025-07-24T04:20:35.7541740Z 2025-07-24T04:20:35.7541890Z This DDP communication hook is used for running post-localSGD algorithm, 2025-07-24T04:20:35.7541980Z by combining with a model averaging component (e.g., 2025-07-24T04:20:35.7542210Z :class:`~torch.distributed.algorithms.model_averaging.averagers.PeriodicModelAverager`) 2025-07-24T04:20:35.7542280Z that runs after the optimizer step. 2025-07-24T04:20:35.7542340Z 2025-07-24T04:20:35.7542380Z Args: 2025-07-24T04:20:35.7542520Z state (PostLocalSGDState): State information to run post-localSGD. 2025-07-24T04:20:35.7542690Z Users mainly need to tune ``start_localSGD_iter`` to determine when to start local SGD. 2025-07-24T04:20:35.7542940Z bucket (dist.GradBucket): Bucket that stores a 1D flattened gradient tensor that batches multiple per-variable tensors. 2025-07-24T04:20:35.7543090Z Note that since DDP comm hook only supports single process single device mode, 2025-07-24T04:20:35.7543180Z only exactly one tensor is stored in this bucket. 2025-07-24T04:20:35.7543230Z 2025-07-24T04:20:35.7543270Z Returns: 2025-07-24T04:20:35.7543420Z Future handler of the communication, which updates the gradients in place. 2025-07-24T04:20:35.7543460Z 2025-07-24T04:20:35.7543500Z Example:: 2025-07-24T04:20:35.7543560Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7543710Z >>> state = PostLocalSGDState(process_group=process_group, subgroup=subgroup, 2025-07-24T04:20:35.7543790Z start_localSGD_iter=10) 2025-07-24T04:20:35.7543900Z >>> ddp_model.register_comm_hook(state, post_localSGD_hook) 2025-07-24T04:20:35.7544100Z >>> # Also need to establish a model averaging module and run model averaging after ``optimizer.step()``. 2025-07-24T04:20:35.7544300Z >>> # Please refer to the examples in ``torch.distributed.algorithms.model_averaging.averagers`` module. 2025-07-24T04:20:35.7544350Z 2025-07-24T04:20:35.7544500Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7544540Z 2025-07-24T04:20:35.7544590Z warnings.warn(msg) 2025-07-24T04:20:35.7544630Z 2025-07-24T04:20:35.7544730Z --- Parse Warning: 72 / 136 --- 2025-07-24T04:20:35.7545480Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=powerSGD_hook in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/algorithms/ddp_comm_hooks/powerSGD_hook.py line=342. 2025-07-24T04:20:35.7545640Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7545680Z 2025-07-24T04:20:35.7545740Z Implement PowerSGD algorithm. 2025-07-24T04:20:35.7545780Z 2025-07-24T04:20:35.7545920Z This DDP communication hook implements PowerSGD gradient compression 2025-07-24T04:20:35.7546070Z algorithm described in the `paper `_. 2025-07-24T04:20:35.7546210Z Once gradient tensors are aggregated across all workers, this hook applies 2025-07-24T04:20:35.7546270Z compression as follows: 2025-07-24T04:20:35.7546310Z 2025-07-24T04:20:35.7546580Z 1. Views the input flattened 1D gradient tensor as a list of per-parameter tensors, and divides all the tensors into two groups: 2025-07-24T04:20:35.7546620Z 2025-07-24T04:20:35.7546860Z 1.1 The tensors that should be compressed before allreduce, because the compression can give enough saving in bandwidth. 2025-07-24T04:20:35.7546930Z 2025-07-24T04:20:35.7547170Z 1.2 Rest of the tensors will be directly allreduced without compression, including all the vector tensors (for biases). 2025-07-24T04:20:35.7547220Z 2025-07-24T04:20:35.7547280Z 2. Handles uncompressed tensors: 2025-07-24T04:20:35.7547320Z 2025-07-24T04:20:35.7547620Z 2.1. Allocate contiguous memory for those uncompressed tensors, and allreduces all the uncompressed tensors as a batch, without compression; 2025-07-24T04:20:35.7547680Z 2025-07-24T04:20:35.7547910Z 2.2. Copies the individual uncompressed tensors from the contiguous memory back to the input tensor. 2025-07-24T04:20:35.7547950Z 2025-07-24T04:20:35.7548090Z 3. Handles the tensors that should be compressed by PowerSGD compression: 2025-07-24T04:20:35.7548160Z 2025-07-24T04:20:35.7548310Z 3.1. For each tensor M, creates two low-rank tensors P and Q for decomposing M, 2025-07-24T04:20:35.7548500Z such that M = PQ^T, where Q is initialized from a standard normal distribution and orthogonalized; 2025-07-24T04:20:35.7548540Z 2025-07-24T04:20:35.7548630Z 3.2. Computes each P in Ps, which is equal to MQ; 2025-07-24T04:20:35.7548670Z 2025-07-24T04:20:35.7548730Z 3.3. Allreduces Ps as a batch; 2025-07-24T04:20:35.7548780Z 2025-07-24T04:20:35.7548840Z 3.4. Orthogonalizes each P in Ps; 2025-07-24T04:20:35.7548880Z 2025-07-24T04:20:35.7549000Z 3.5. Computes each Q in Qs, which is approximately equal to M^TP; 2025-07-24T04:20:35.7549050Z 2025-07-24T04:20:35.7549110Z 3.6. Allreduces Qs as a batch; 2025-07-24T04:20:35.7549150Z 2025-07-24T04:20:35.7549320Z 3.7. Computes each M among all the compressed tensors, which is approximately equal to PQ^T. 2025-07-24T04:20:35.7549370Z 2025-07-24T04:20:35.7549610Z Note that this communication hook enforces vanilla allreduce for the first ``state.start_powerSGD_iter`` iterations. 2025-07-24T04:20:35.7549780Z This not only gives the user more control over the tradeoff between speedup and accuracy, 2025-07-24T04:20:35.7550040Z but also helps abstract away some complexity of the internal optimization of DDP for future communication hook developers. 2025-07-24T04:20:35.7550080Z 2025-07-24T04:20:35.7550120Z Args: 2025-07-24T04:20:35.7550380Z state (PowerSGDState): State information to configure the compression rate and support error feedback, warm start, etc. 2025-07-24T04:20:35.7550600Z To tune the compression configs, mainly need to tune ``matrix_approximation_rank``, ``start_powerSGD_iter`` 2025-07-24T04:20:35.7550660Z and ``min_compression_rate``. 2025-07-24T04:20:35.7550910Z bucket (dist.GradBucket): Bucket that stores a 1D flattened gradient tensor that batches multiple per-variable tensors. 2025-07-24T04:20:35.7551060Z Note that since DDP comm hook only supports single process single device mode, 2025-07-24T04:20:35.7551160Z only exactly one tensor is stored in this bucket. 2025-07-24T04:20:35.7551200Z 2025-07-24T04:20:35.7551240Z Returns: 2025-07-24T04:20:35.7551390Z Future handler of the communication, which updates the gradients in place. 2025-07-24T04:20:35.7551430Z 2025-07-24T04:20:35.7551470Z Example:: 2025-07-24T04:20:35.7551530Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7551690Z >>> state = PowerSGDState(process_group=process_group, matrix_approximation_rank=1, 2025-07-24T04:20:35.7551800Z start_powerSGD_iter=10, min_compression_rate=0.5) 2025-07-24T04:20:35.7551890Z >>> ddp_model.register_comm_hook(state, powerSGD_hook) 2025-07-24T04:20:35.7551930Z 2025-07-24T04:20:35.7552090Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7552130Z 2025-07-24T04:20:35.7552200Z warnings.warn(msg) 2025-07-24T04:20:35.7552240Z 2025-07-24T04:20:35.7552350Z --- Parse Warning: 73 / 136 --- 2025-07-24T04:20:35.7553100Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=PostLocalSGDOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/optim/post_localSGD_optimizer.py line=9. 2025-07-24T04:20:35.7553280Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7553320Z 2025-07-24T04:20:35.7553570Z Wraps an arbitrary :class:`torch.optim.Optimizer` and runs `post-local SGD `_, 2025-07-24T04:20:35.7553670Z This optimizer runs local optimizer at every step. 2025-07-24T04:20:35.7553890Z After the warm-up stage, it averages parameters periodically after the local optimizer is applied. 2025-07-24T04:20:35.7553930Z 2025-07-24T04:20:35.7553980Z Args: 2025-07-24T04:20:35.7554040Z optim: The local optimizer. 2025-07-24T04:20:35.7554170Z averager: A model averager instance to run post-localSGD algorithm. 2025-07-24T04:20:35.7554210Z 2025-07-24T04:20:35.7554250Z Example:: 2025-07-24T04:20:35.7554290Z 2025-07-24T04:20:35.7554370Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7554420Z >>> import torch 2025-07-24T04:20:35.7554490Z >>> import torch.distributed as dist 2025-07-24T04:20:35.7554660Z >>> import torch.distributed.algorithms.model_averaging.averagers as averagers 2025-07-24T04:20:35.7554710Z >>> import torch.nn as nn 2025-07-24T04:20:35.7554840Z >>> from torch.distributed.optim import PostLocalSGDOptimizer 2025-07-24T04:20:35.7555000Z >>> from torch.distributed.algorithms.ddp_comm_hooks.post_localSGD_hook import ( 2025-07-24T04:20:35.7555060Z >>> PostLocalSGDState, 2025-07-24T04:20:35.7555120Z >>> post_localSGD_hook, 2025-07-24T04:20:35.7555160Z >>> ) 2025-07-24T04:20:35.7555200Z >>> 2025-07-24T04:20:35.7555300Z >>> model = nn.parallel.DistributedDataParallel( 2025-07-24T04:20:35.7555380Z >>> module, device_ids=[rank], output_device=rank 2025-07-24T04:20:35.7555430Z >>> ) 2025-07-24T04:20:35.7555470Z >>> 2025-07-24T04:20:35.7555560Z >>> # Register a post-localSGD communication hook. 2025-07-24T04:20:35.7555730Z >>> state = PostLocalSGDState(process_group=None, subgroup=None, start_localSGD_iter=100) 2025-07-24T04:20:35.7555830Z >>> model.register_comm_hook(state, post_localSGD_hook) 2025-07-24T04:20:35.7555880Z >>> 2025-07-24T04:20:35.7556000Z >>> # Create a post-localSGD optimizer that wraps a local optimizer. 2025-07-24T04:20:35.7556160Z >>> # Note that ``warmup_steps`` used in ``PostLocalSGDOptimizer`` must be the same as 2025-07-24T04:20:35.7556260Z >>> # ``start_localSGD_iter`` used in ``PostLocalSGDState``. 2025-07-24T04:20:35.7556400Z >>> local_optim = torch.optim.SGD(params=model.parameters(), lr=0.01) 2025-07-24T04:20:35.7556460Z >>> opt = PostLocalSGDOptimizer( 2025-07-24T04:20:35.7556520Z >>> optim=local_optim, 2025-07-24T04:20:35.7556670Z >>> averager=averagers.PeriodicModelAverager(period=4, warmup_steps=100) 2025-07-24T04:20:35.7556710Z >>> ) 2025-07-24T04:20:35.7556750Z >>> 2025-07-24T04:20:35.7556890Z >>> # In the first 100 steps, DDP runs global gradient averaging at every step. 2025-07-24T04:20:35.7557070Z >>> # After 100 steps, DDP runs gradient averaging within each subgroup (intra-node by default), 2025-07-24T04:20:35.7557300Z >>> # and post-localSGD optimizer runs global model averaging every 4 steps after applying the local optimizer. 2025-07-24T04:20:35.7557360Z >>> for step in range(0, 200): 2025-07-24T04:20:35.7557410Z >>> opt.zero_grad() 2025-07-24T04:20:35.7557510Z >>> loss = loss_fn(output, labels) 2025-07-24T04:20:35.7557570Z >>> loss.backward() 2025-07-24T04:20:35.7557620Z >>> opt.step() 2025-07-24T04:20:35.7557660Z 2025-07-24T04:20:35.7557810Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7557850Z 2025-07-24T04:20:35.7557910Z warnings.warn(msg) 2025-07-24T04:20:35.7557940Z 2025-07-24T04:20:35.7558050Z --- Parse Warning: 74 / 136 --- 2025-07-24T04:20:35.7558800Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DistributedOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/optim/optimizer.py line=129. 2025-07-24T04:20:35.7558980Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7559020Z 2025-07-24T04:20:35.7559170Z DistributedOptimizer takes remote references to parameters scattered 2025-07-24T04:20:35.7559310Z across workers and applies the given optimizer locally for each parameter. 2025-07-24T04:20:35.7559350Z 2025-07-24T04:20:35.7559500Z This class uses :meth:`~torch.distributed.autograd.get_gradients` in order 2025-07-24T04:20:35.7559590Z to retrieve the gradients for specific parameters. 2025-07-24T04:20:35.7559630Z 2025-07-24T04:20:35.7559680Z Concurrent calls to 2025-07-24T04:20:35.7559810Z :meth:`~torch.distributed.optim.DistributedOptimizer.step`, 2025-07-24T04:20:35.7559890Z either from the same or different clients, will 2025-07-24T04:20:35.7560030Z be serialized on each worker -- as each worker's optimizer can only work 2025-07-24T04:20:35.7560160Z on one set of gradients at a time. However, there is no guarantee that 2025-07-24T04:20:35.7560310Z the full forward-backward-optimizer sequence will execute for one client 2025-07-24T04:20:35.7560440Z at a time. This means that the gradients being applied may not correspond 2025-07-24T04:20:35.7560570Z to the latest forward pass executed on a given worker. Also, there is no 2025-07-24T04:20:35.7560630Z guaranteed ordering across workers. 2025-07-24T04:20:35.7560680Z 2025-07-24T04:20:35.7560830Z `DistributedOptimizer` creates the local optimizer with TorchScript enabled 2025-07-24T04:20:35.7560970Z by default, so that optimizer updates are not blocked by the Python Global 2025-07-24T04:20:35.7561120Z Interpreter Lock (GIL) in the case of multithreaded training (e.g. Distributed 2025-07-24T04:20:35.7561260Z Model Parallel). This feature is currently enabled for most optimizers. You 2025-07-24T04:20:35.7561420Z can also follow `the recipe`__ in PyTorch tutorials to enable TorchScript support 2025-07-24T04:20:35.7561480Z for your own custom optimizers. 2025-07-24T04:20:35.7561520Z 2025-07-24T04:20:35.7561560Z Args: 2025-07-24T04:20:35.7561690Z optimizer_class (optim.Optimizer): the class of optimizer to 2025-07-24T04:20:35.7561750Z instantiate on each worker. 2025-07-24T04:20:35.7561880Z params_rref (list[RRef]): list of RRefs to local or remote parameters 2025-07-24T04:20:35.7561930Z to optimize. 2025-07-24T04:20:35.7562060Z args: arguments to pass to the optimizer constructor on each worker. 2025-07-24T04:20:35.7562190Z kwargs: arguments to pass to the optimizer constructor on each worker. 2025-07-24T04:20:35.7562240Z 2025-07-24T04:20:35.7562280Z Example:: 2025-07-24T04:20:35.7562350Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:35.7562450Z >>> import torch.distributed.autograd as dist_autograd 2025-07-24T04:20:35.7562530Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:35.7562590Z >>> from torch import optim 2025-07-24T04:20:35.7562700Z >>> from torch.distributed.optim import DistributedOptimizer 2025-07-24T04:20:35.7562740Z >>> 2025-07-24T04:20:35.7562850Z >>> with dist_autograd.context() as context_id: 2025-07-24T04:20:35.7562910Z >>> # Forward pass. 2025-07-24T04:20:35.7563030Z >>> rref1 = rpc.remote("worker1", torch.add, args=(torch.ones(2), 3)) 2025-07-24T04:20:35.7563150Z >>> rref2 = rpc.remote("worker1", torch.add, args=(torch.ones(2), 1)) 2025-07-24T04:20:35.7563230Z >>> loss = rref1.to_here() + rref2.to_here() 2025-07-24T04:20:35.7563270Z >>> 2025-07-24T04:20:35.7563340Z >>> # Backward pass. 2025-07-24T04:20:35.7563440Z >>> dist_autograd.backward(context_id, [loss.sum()]) 2025-07-24T04:20:35.7563480Z >>> 2025-07-24T04:20:35.7563530Z >>> # Optimizer. 2025-07-24T04:20:35.7563650Z >>> dist_optim = DistributedOptimizer( 2025-07-24T04:20:35.7563700Z >>> optim.SGD, 2025-07-24T04:20:35.7563760Z >>> [rref1, rref2], 2025-07-24T04:20:35.7563820Z >>> lr=0.05, 2025-07-24T04:20:35.7563870Z >>> ) 2025-07-24T04:20:35.7563930Z >>> dist_optim.step(context_id) 2025-07-24T04:20:35.7563970Z 2025-07-24T04:20:35.7564060Z __ https://github.com/pytorch/tutorials/pull/1465 2025-07-24T04:20:35.7564110Z 2025-07-24T04:20:35.7564250Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7564300Z 2025-07-24T04:20:35.7564350Z warnings.warn(msg) 2025-07-24T04:20:35.7564390Z 2025-07-24T04:20:35.7564490Z --- Parse Warning: 75 / 136 --- 2025-07-24T04:20:35.7565250Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ZeroRedundancyOptimizer in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/optim/zero_redundancy_optimizer.py line=284. 2025-07-24T04:20:35.7565410Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7565460Z 2025-07-24T04:20:35.7565700Z Wrap an arbitrary :class:`optim.Optimizer ` and shards its states across ranks in the group. 2025-07-24T04:20:35.7565740Z 2025-07-24T04:20:35.7565890Z The sharing is done as described by `ZeRO `_. 2025-07-24T04:20:35.7565930Z 2025-07-24T04:20:35.7566020Z The local optimizer instance in each rank is only 2025-07-24T04:20:35.7566160Z responsible for updating approximately ``1 / world_size`` parameters and 2025-07-24T04:20:35.7566290Z hence only needs to keep ``1 / world_size`` optimizer states. After 2025-07-24T04:20:35.7566440Z parameters are updated locally, each rank will broadcast its parameters to 2025-07-24T04:20:35.7566550Z all other peers to keep all model replicas in the same state. 2025-07-24T04:20:35.7566670Z ``ZeroRedundancyOptimizer`` can be used in conjunction with 2025-07-24T04:20:35.7566830Z :class:`torch.nn.parallel.DistributedDataParallel` to reduce per-rank peak 2025-07-24T04:20:35.7566880Z memory consumption. 2025-07-24T04:20:35.7566920Z 2025-07-24T04:20:35.7567070Z ``ZeroRedundancyOptimizer`` uses a sorted-greedy algorithm to pack a number 2025-07-24T04:20:35.7567210Z of parameters at each rank. Each parameter belongs to a single rank and is 2025-07-24T04:20:35.7567360Z not divided among ranks. The partition is arbitrary and might not match the 2025-07-24T04:20:35.7567430Z the parameter registration or usage order. 2025-07-24T04:20:35.7567480Z 2025-07-24T04:20:35.7567520Z Arguments: 2025-07-24T04:20:35.7567640Z params (``Iterable``): an ``Iterable`` of :class:`torch.Tensor` s 2025-07-24T04:20:35.7567760Z or :class:`dict` s giving all parameters, which will be sharded 2025-07-24T04:20:35.7567810Z across ranks. 2025-07-24T04:20:35.7567850Z 2025-07-24T04:20:35.7567890Z Keyword Args: 2025-07-24T04:20:35.7568030Z optimizer_class (:class:`torch.nn.Optimizer`): the class of the local 2025-07-24T04:20:35.7568100Z optimizer. 2025-07-24T04:20:35.7568230Z process_group (``ProcessGroup``, optional): ``torch.distributed`` 2025-07-24T04:20:35.7568350Z ``ProcessGroup`` (default: ``dist.group.WORLD`` initialized by 2025-07-24T04:20:35.7568440Z :meth:`torch.distributed.init_process_group`). 2025-07-24T04:20:35.7568580Z parameters_as_bucket_view (bool, optional): if ``True``, parameters are 2025-07-24T04:20:35.7568710Z packed into buckets to speed up communication, and ``param.data`` 2025-07-24T04:20:35.7568870Z fields point to bucket views at different offsets; if ``False``, 2025-07-24T04:20:35.7569020Z each individual parameter is communicated separately, and each 2025-07-24T04:20:35.7569120Z ``params.data`` stays intact (default: ``False``). 2025-07-24T04:20:35.7569270Z overlap_with_ddp (bool, optional): if ``True``, :meth:`step` is 2025-07-24T04:20:35.7569390Z overlapped with :class:`DistributedDataParallel` 's gradient 2025-07-24T04:20:35.7569530Z synchronization; this requires (1) either a functional optimizer 2025-07-24T04:20:35.7569640Z for the ``optimizer_class`` argument or one with a functional 2025-07-24T04:20:35.7569750Z equivalent and (2) registering a DDP communication hook 2025-07-24T04:20:35.7569870Z constructed from one of the functions in ``ddp_zero_hook.py``; 2025-07-24T04:20:35.7569970Z parameters are packed into buckets matching those in 2025-07-24T04:20:35.7570070Z :class:`DistributedDataParallel`, meaning that the 2025-07-24T04:20:35.7570160Z ``parameters_as_bucket_view`` argument is ignored. 2025-07-24T04:20:35.7570280Z If ``False``, :meth:`step` runs disjointly after the backward pass 2025-07-24T04:20:35.7570330Z (per normal). 2025-07-24T04:20:35.7570390Z (default: ``False``) 2025-07-24T04:20:35.7570520Z **defaults: any trailing arguments, which are forwarded to the local 2025-07-24T04:20:35.7570570Z optimizer. 2025-07-24T04:20:35.7570610Z 2025-07-24T04:20:35.7570650Z Example:: 2025-07-24T04:20:35.7570690Z 2025-07-24T04:20:35.7570750Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7570800Z >>> import torch.nn as nn 2025-07-24T04:20:35.7570930Z >>> from torch.distributed.optim import ZeroRedundancyOptimizer 2025-07-24T04:20:35.7571050Z >>> from torch.nn.parallel import DistributedDataParallel as DDP 2025-07-24T04:20:35.7571200Z >>> model = nn.Sequential(*[nn.Linear(2000, 2000).to(rank) for _ in range(20)]) 2025-07-24T04:20:35.7571270Z >>> ddp = DDP(model, device_ids=[rank]) 2025-07-24T04:20:35.7571340Z >>> opt = ZeroRedundancyOptimizer( 2025-07-24T04:20:35.7571400Z >>> ddp.parameters(), 2025-07-24T04:20:35.7571480Z >>> optimizer_class=torch.optim.Adam, 2025-07-24T04:20:35.7571520Z >>> lr=0.01 2025-07-24T04:20:35.7571560Z >>> ) 2025-07-24T04:20:35.7571630Z >>> ddp(inputs).sum().backward() 2025-07-24T04:20:35.7571670Z >>> opt.step() 2025-07-24T04:20:35.7571710Z 2025-07-24T04:20:35.7571760Z .. warning:: 2025-07-24T04:20:35.7571890Z Currently, ``ZeroRedundancyOptimizer`` requires that all of the 2025-07-24T04:20:35.7571970Z passed-in parameters are the same dense type. 2025-07-24T04:20:35.7572010Z 2025-07-24T04:20:35.7572060Z .. warning:: 2025-07-24T04:20:35.7572190Z If you pass ``overlap_with_ddp=True``, be wary of the following: Given 2025-07-24T04:20:35.7572310Z the way that overlapping :class:`DistributedDataParallel` with 2025-07-24T04:20:35.7572460Z :class:`ZeroRedundancyOptimizer` is currently implemented, the first 2025-07-24T04:20:35.7572590Z two or three training iterations do not perform parameter updates in 2025-07-24T04:20:35.7572710Z the optimizer step, depending on if ``static_graph=False`` or 2025-07-24T04:20:35.7572820Z ``static_graph=True``, respectively. This is because it needs 2025-07-24T04:20:35.7572950Z information about the gradient bucketing strategy used by 2025-07-24T04:20:35.7573090Z :class:`DistributedDataParallel`, which is not finalized until the 2025-07-24T04:20:35.7573210Z second forward pass if ``static_graph=False`` or until the third 2025-07-24T04:20:35.7573340Z forward pass if ``static_graph=True``. To adjust for this, one option 2025-07-24T04:20:35.7573410Z is to prepend dummy inputs. 2025-07-24T04:20:35.7573460Z 2025-07-24T04:20:35.7573610Z .. warning:: ZeroRedundancyOptimizer is experimental and subject to change. 2025-07-24T04:20:35.7573650Z 2025-07-24T04:20:35.7573820Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7573860Z 2025-07-24T04:20:35.7573920Z warnings.warn(msg) 2025-07-24T04:20:35.7573980Z 2025-07-24T04:20:35.7574080Z --- Parse Warning: 76 / 136 --- 2025-07-24T04:20:35.7574910Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FullyShardedDataParallel.set_state_dict_type in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=637. 2025-07-24T04:20:35.7575060Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7575220Z Set the ``state_dict_type`` of all the descendant FSDP modules of the target module. 2025-07-24T04:20:35.7575260Z 2025-07-24T04:20:35.7575420Z Also takes (optional) configuration for the model's and optimizer's state dict. 2025-07-24T04:20:35.7575550Z The target module does not have to be a FSDP module. If the target 2025-07-24T04:20:35.7575680Z module is a FSDP module, its ``state_dict_type`` will also be changed. 2025-07-24T04:20:35.7575720Z 2025-07-24T04:20:35.7575840Z .. note:: This API should be called for only the top-level (root) 2025-07-24T04:20:35.7575890Z module. 2025-07-24T04:20:35.7575930Z 2025-07-24T04:20:35.7576050Z .. note:: This API enables users to transparently use the conventional 2025-07-24T04:20:35.7576170Z ``state_dict`` API to take model checkpoints in cases where the 2025-07-24T04:20:35.7576300Z root FSDP module is wrapped by another ``nn.Module``. For example, 2025-07-24T04:20:35.7576430Z the following will ensure ``state_dict`` is called on all non-FSDP 2025-07-24T04:20:35.7576570Z instances, while dispatching into `sharded_state_dict` implementation 2025-07-24T04:20:35.7576620Z for FSDP: 2025-07-24T04:20:35.7576670Z 2025-07-24T04:20:35.7576710Z Example:: 2025-07-24T04:20:35.7576750Z 2025-07-24T04:20:35.7576840Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7576900Z >>> model = DDP(FSDP(...)) 2025-07-24T04:20:35.7576970Z >>> FSDP.set_state_dict_type( 2025-07-24T04:20:35.7577020Z >>> model, 2025-07-24T04:20:35.7577100Z >>> StateDictType.SHARDED_STATE_DICT, 2025-07-24T04:20:35.7577230Z >>> state_dict_config = ShardedStateDictConfig(offload_to_cpu=True), 2025-07-24T04:20:35.7577370Z >>> optim_state_dict_config = OptimStateDictConfig(offload_to_cpu=True), 2025-07-24T04:20:35.7577410Z >>> ) 2025-07-24T04:20:35.7577490Z >>> param_state_dict = model.state_dict() 2025-07-24T04:20:35.7577600Z >>> optim_state_dict = FSDP.optim_state_dict(model, optim) 2025-07-24T04:20:35.7577640Z 2025-07-24T04:20:35.7577690Z Args: 2025-07-24T04:20:35.7577760Z module (torch.nn.Module): Root module. 2025-07-24T04:20:35.7577910Z state_dict_type (StateDictType): the desired ``state_dict_type`` to set. 2025-07-24T04:20:35.7578080Z state_dict_config (Optional[StateDictConfig]): the configuration for the 2025-07-24T04:20:35.7578150Z target ``state_dict_type``. 2025-07-24T04:20:35.7578310Z optim_state_dict_config (Optional[OptimStateDictConfig]): the configuration 2025-07-24T04:20:35.7578380Z for the optimizer state dict. 2025-07-24T04:20:35.7578420Z 2025-07-24T04:20:35.7578460Z Returns: 2025-07-24T04:20:35.7578630Z A StateDictSettings that include the previous state_dict type and 2025-07-24T04:20:35.7578700Z configuration for the module. 2025-07-24T04:20:35.7578740Z 2025-07-24T04:20:35.7578910Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7578950Z 2025-07-24T04:20:35.7579000Z warnings.warn(msg) 2025-07-24T04:20:35.7579060Z 2025-07-24T04:20:35.7579170Z --- Parse Warning: 77 / 136 --- 2025-07-24T04:20:35.7579980Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FullyShardedDataParallel.state_dict_type in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=795. 2025-07-24T04:20:35.7580130Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7580290Z Set the ``state_dict_type`` of all the descendant FSDP modules of the target module. 2025-07-24T04:20:35.7580330Z 2025-07-24T04:20:35.7580520Z This context manager has the same functions as :meth:`set_state_dict_type`. Read the document of 2025-07-24T04:20:35.7580600Z :meth:`set_state_dict_type` for the detail. 2025-07-24T04:20:35.7580640Z 2025-07-24T04:20:35.7580690Z Example:: 2025-07-24T04:20:35.7580730Z 2025-07-24T04:20:35.7580810Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7580880Z >>> model = DDP(FSDP(...)) 2025-07-24T04:20:35.7580950Z >>> with FSDP.state_dict_type( 2025-07-24T04:20:35.7580990Z >>> model, 2025-07-24T04:20:35.7581070Z >>> StateDictType.SHARDED_STATE_DICT, 2025-07-24T04:20:35.7581120Z >>> ): 2025-07-24T04:20:35.7581190Z >>> checkpoint = model.state_dict() 2025-07-24T04:20:35.7581240Z 2025-07-24T04:20:35.7581280Z Args: 2025-07-24T04:20:35.7581350Z module (torch.nn.Module): Root module. 2025-07-24T04:20:35.7581500Z state_dict_type (StateDictType): the desired ``state_dict_type`` to set. 2025-07-24T04:20:35.7581640Z state_dict_config (Optional[StateDictConfig]): the model ``state_dict`` 2025-07-24T04:20:35.7581740Z configuration for the target ``state_dict_type``. 2025-07-24T04:20:35.7581890Z optim_state_dict_config (Optional[OptimStateDictConfig]): the optimizer 2025-07-24T04:20:35.7582010Z ``state_dict`` configuration for the target ``state_dict_type``. 2025-07-24T04:20:35.7582050Z 2025-07-24T04:20:35.7582210Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7582250Z 2025-07-24T04:20:35.7582300Z warnings.warn(msg) 2025-07-24T04:20:35.7582340Z 2025-07-24T04:20:35.7582440Z --- Parse Warning: 78 / 136 --- 2025-07-24T04:20:35.7583250Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FullyShardedDataParallel.optim_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=1808. 2025-07-24T04:20:35.7583400Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7583470Z 2025-07-24T04:20:35.7583610Z Transform the state-dict of an optimizer corresponding to a sharded model. 2025-07-24T04:20:35.7583650Z 2025-07-24T04:20:35.7583770Z The given state-dict can be transformed to one of three types: 2025-07-24T04:20:35.7583950Z 1) full optimizer state_dict, 2) sharded optimizer state_dict, 3) local optimizer state_dict. 2025-07-24T04:20:35.7584000Z 2025-07-24T04:20:35.7584140Z For full optimizer state_dict, all states are unflattened and not sharded. 2025-07-24T04:20:35.7584300Z Rank0 only and CPU only can be specified via :meth:`state_dict_type` to 2025-07-24T04:20:35.7584340Z avoid OOM. 2025-07-24T04:20:35.7584380Z 2025-07-24T04:20:35.7584550Z For sharded optimizer state_dict, all states are unflattened but sharded. 2025-07-24T04:20:35.7584700Z CPU only can be specified via :meth:`state_dict_type` to further save 2025-07-24T04:20:35.7584740Z memory. 2025-07-24T04:20:35.7584790Z 2025-07-24T04:20:35.7584920Z For local state_dict, no transformation will be performed. But a state 2025-07-24T04:20:35.7585060Z will be converted from nn.Tensor to ShardedTensor to represent its sharding 2025-07-24T04:20:35.7585130Z nature (this is not supported yet). 2025-07-24T04:20:35.7585170Z 2025-07-24T04:20:35.7585210Z Example:: 2025-07-24T04:20:35.7585250Z 2025-07-24T04:20:35.7585330Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7585480Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-07-24T04:20:35.7585580Z >>> from torch.distributed.fsdp import StateDictType 2025-07-24T04:20:35.7585690Z >>> from torch.distributed.fsdp import FullStateDictConfig 2025-07-24T04:20:35.7585820Z >>> from torch.distributed.fsdp import FullOptimStateDictConfig 2025-07-24T04:20:35.7585870Z >>> # Save a checkpoint 2025-07-24T04:20:35.7585930Z >>> model, optim = ... 2025-07-24T04:20:35.7585990Z >>> FSDP.set_state_dict_type( 2025-07-24T04:20:35.7586030Z >>> model, 2025-07-24T04:20:35.7586100Z >>> StateDictType.FULL_STATE_DICT, 2025-07-24T04:20:35.7586180Z >>> FullStateDictConfig(rank0_only=False), 2025-07-24T04:20:35.7586270Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-07-24T04:20:35.7586310Z >>> ) 2025-07-24T04:20:35.7586380Z >>> state_dict = model.state_dict() 2025-07-24T04:20:35.7586480Z >>> optim_state_dict = FSDP.optim_state_dict(model, optim) 2025-07-24T04:20:35.7586570Z >>> save_a_checkpoint(state_dict, optim_state_dict) 2025-07-24T04:20:35.7586630Z >>> # Load a checkpoint 2025-07-24T04:20:35.7586680Z >>> model, optim = ... 2025-07-24T04:20:35.7586770Z >>> state_dict, optim_state_dict = load_a_checkpoint() 2025-07-24T04:20:35.7586830Z >>> FSDP.set_state_dict_type( 2025-07-24T04:20:35.7586880Z >>> model, 2025-07-24T04:20:35.7586950Z >>> StateDictType.FULL_STATE_DICT, 2025-07-24T04:20:35.7587030Z >>> FullStateDictConfig(rank0_only=False), 2025-07-24T04:20:35.7587120Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-07-24T04:20:35.7587160Z >>> ) 2025-07-24T04:20:35.7587230Z >>> model.load_state_dict(state_dict) 2025-07-24T04:20:35.7587320Z >>> optim_state_dict = FSDP.optim_state_dict_to_load( 2025-07-24T04:20:35.7587380Z >>> model, optim, optim_state_dict 2025-07-24T04:20:35.7587430Z >>> ) 2025-07-24T04:20:35.7587500Z >>> optim.load_state_dict(optim_state_dict) 2025-07-24T04:20:35.7587540Z 2025-07-24T04:20:35.7587580Z Args: 2025-07-24T04:20:35.7587710Z model (torch.nn.Module): Root module (which may or may not be a 2025-07-24T04:20:35.7587830Z :class:`FullyShardedDataParallel` instance) whose parameters 2025-07-24T04:20:35.7587910Z were passed into the optimizer ``optim``. 2025-07-24T04:20:35.7588020Z optim (torch.optim.Optimizer): Optimizer for ``model`` 's 2025-07-24T04:20:35.7588100Z parameters. 2025-07-24T04:20:35.7588230Z optim_state_dict (Dict[str, Any]): the target optimizer state_dict to 2025-07-24T04:20:35.7588350Z transform. If the value is None, optim.state_dict() will be used. ( 2025-07-24T04:20:35.7588410Z Default: ``None``) 2025-07-24T04:20:35.7588550Z group (dist.ProcessGroup): Model's process group across which parameters 2025-07-24T04:20:35.7588690Z are sharded or ``None`` if using the default process group. ( 2025-07-24T04:20:35.7588740Z Default: ``None``) 2025-07-24T04:20:35.7588780Z 2025-07-24T04:20:35.7588820Z Returns: 2025-07-24T04:20:35.7588960Z Dict[str, Any]: A :class:`dict` containing the optimizer state for 2025-07-24T04:20:35.7589070Z ``model``. The sharding of the optimizer state is based on 2025-07-24T04:20:35.7589150Z ``state_dict_type``. 2025-07-24T04:20:35.7589190Z 2025-07-24T04:20:35.7589350Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7589390Z 2025-07-24T04:20:35.7589440Z warnings.warn(msg) 2025-07-24T04:20:35.7589480Z 2025-07-24T04:20:35.7589580Z --- Parse Warning: 79 / 136 --- 2025-07-24T04:20:35.7590410Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FullyShardedDataParallel.optim_state_dict_to_load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py line=1906. 2025-07-24T04:20:35.7590560Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7590610Z 2025-07-24T04:20:35.7590820Z Convert an optimizer state-dict so that it can be loaded into the optimizer associated with the FSDP model. 2025-07-24T04:20:35.7590860Z 2025-07-24T04:20:35.7590970Z Given a ``optim_state_dict`` that is transformed through 2025-07-24T04:20:35.7591100Z :meth:`optim_state_dict`, it gets converted to the flattened optimizer 2025-07-24T04:20:35.7591230Z state_dict that can be loaded to ``optim`` which is the optimizer for 2025-07-24T04:20:35.7591340Z ``model``. ``model`` must be sharded by FullyShardedDataParallel. 2025-07-24T04:20:35.7591390Z 2025-07-24T04:20:35.7591460Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7591610Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-07-24T04:20:35.7594290Z >>> from torch.distributed.fsdp import StateDictType 2025-07-24T04:20:35.7594420Z >>> from torch.distributed.fsdp import FullStateDictConfig 2025-07-24T04:20:35.7594540Z >>> from torch.distributed.fsdp import FullOptimStateDictConfig 2025-07-24T04:20:35.7594590Z >>> # Save a checkpoint 2025-07-24T04:20:35.7594650Z >>> model, optim = ... 2025-07-24T04:20:35.7594710Z >>> FSDP.set_state_dict_type( 2025-07-24T04:20:35.7594760Z >>> model, 2025-07-24T04:20:35.7594830Z >>> StateDictType.FULL_STATE_DICT, 2025-07-24T04:20:35.7594910Z >>> FullStateDictConfig(rank0_only=False), 2025-07-24T04:20:35.7595000Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-07-24T04:20:35.7595040Z >>> ) 2025-07-24T04:20:35.7595100Z >>> state_dict = model.state_dict() 2025-07-24T04:20:35.7595170Z >>> original_osd = optim.state_dict() 2025-07-24T04:20:35.7595250Z >>> optim_state_dict = FSDP.optim_state_dict( 2025-07-24T04:20:35.7595300Z >>> model, 2025-07-24T04:20:35.7595340Z >>> optim, 2025-07-24T04:20:35.7595410Z >>> optim_state_dict=original_osd 2025-07-24T04:20:35.7595450Z >>> ) 2025-07-24T04:20:35.7595540Z >>> save_a_checkpoint(state_dict, optim_state_dict) 2025-07-24T04:20:35.7595590Z >>> # Load a checkpoint 2025-07-24T04:20:35.7595690Z >>> model, optim = ... 2025-07-24T04:20:35.7595780Z >>> state_dict, optim_state_dict = load_a_checkpoint() 2025-07-24T04:20:35.7595850Z >>> FSDP.set_state_dict_type( 2025-07-24T04:20:35.7595890Z >>> model, 2025-07-24T04:20:35.7595960Z >>> StateDictType.FULL_STATE_DICT, 2025-07-24T04:20:35.7596040Z >>> FullStateDictConfig(rank0_only=False), 2025-07-24T04:20:35.7596130Z >>> FullOptimStateDictConfig(rank0_only=False), 2025-07-24T04:20:35.7596190Z >>> ) 2025-07-24T04:20:35.7596250Z >>> model.load_state_dict(state_dict) 2025-07-24T04:20:35.7596350Z >>> optim_state_dict = FSDP.optim_state_dict_to_load( 2025-07-24T04:20:35.7596440Z >>> model, optim, optim_state_dict 2025-07-24T04:20:35.7596480Z >>> ) 2025-07-24T04:20:35.7596560Z >>> optim.load_state_dict(optim_state_dict) 2025-07-24T04:20:35.7596600Z 2025-07-24T04:20:35.7596660Z Args: 2025-07-24T04:20:35.7596790Z model (torch.nn.Module): Root module (which may or may not be a 2025-07-24T04:20:35.7596910Z :class:`FullyShardedDataParallel` instance) whose parameters 2025-07-24T04:20:35.7596990Z were passed into the optimizer ``optim``. 2025-07-24T04:20:35.7597100Z optim (torch.optim.Optimizer): Optimizer for ``model`` 's 2025-07-24T04:20:35.7597150Z parameters. 2025-07-24T04:20:35.7597290Z optim_state_dict (Dict[str, Any]): The optimizer states to be loaded. 2025-07-24T04:20:35.7597410Z is_named_optimizer (bool): Is this optimizer a NamedOptimizer or 2025-07-24T04:20:35.7597520Z KeyedOptimizer. Only set to True if ``optim`` is TorchRec's 2025-07-24T04:20:35.7597640Z KeyedOptimizer or torch.distributed's NamedOptimizer. 2025-07-24T04:20:35.7597750Z load_directly (bool): If this is set to True, this API will also 2025-07-24T04:20:35.7597880Z call optim.load_state_dict(result) before returning the result. 2025-07-24T04:20:35.7598010Z Otherwise, users are responsible to call ``optim.load_state_dict()`` 2025-07-24T04:20:35.7598070Z (Default: ``False``) 2025-07-24T04:20:35.7598210Z group (dist.ProcessGroup): Model's process group across which parameters 2025-07-24T04:20:35.7598330Z are sharded or ``None`` if using the default process group. ( 2025-07-24T04:20:35.7598380Z Default: ``None``) 2025-07-24T04:20:35.7598420Z 2025-07-24T04:20:35.7598570Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7598610Z 2025-07-24T04:20:35.7598660Z warnings.warn(msg) 2025-07-24T04:20:35.7598700Z 2025-07-24T04:20:35.7598820Z --- Parse Warning: 80 / 136 --- 2025-07-24T04:20:35.7599500Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=MixedPrecision in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/api.py line=114. 2025-07-24T04:20:35.7599660Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7599700Z 2025-07-24T04:20:35.7599800Z This configures FSDP-native mixed precision training. 2025-07-24T04:20:35.7599840Z 2025-07-24T04:20:35.7599880Z Attributes: 2025-07-24T04:20:35.7600020Z param_dtype (Optional[torch.dtype]): This specifies the dtype for model 2025-07-24T04:20:35.7600150Z parameters during forward and backward and thus the dtype for 2025-07-24T04:20:35.7600280Z forward and backward computation. Outside forward and backward, the 2025-07-24T04:20:35.7600400Z *sharded* parameters are kept in full precision (e.g. for the 2025-07-24T04:20:35.7600520Z optimizer step), and for model checkpointing, the parameters are 2025-07-24T04:20:35.7600620Z always saved in full precision. (Default: ``None``) 2025-07-24T04:20:35.7600790Z reduce_dtype (Optional[torch.dtype]): This specifies the dtype for 2025-07-24T04:20:35.7600920Z gradient reduction (i.e. reduce-scatter or all-reduce). If this is 2025-07-24T04:20:35.7601030Z ``None`` but ``param_dtype`` is not ``None``, then this takes on 2025-07-24T04:20:35.7601150Z the ``param_dtype`` value, still running gradient reduction in low 2025-07-24T04:20:35.7601280Z precision. This is permitted to differ from ``param_dtype``, e.g. 2025-07-24T04:20:35.7601490Z to force gradient reduction to run in full precision. (Default: 2025-07-24T04:20:35.7601540Z ``None``) 2025-07-24T04:20:35.7601690Z buffer_dtype (Optional[torch.dtype]): This specifies the dtype for 2025-07-24T04:20:35.7601810Z buffers. FSDP does not shard buffers. Rather, FSDP casts them to 2025-07-24T04:20:35.7601950Z ``buffer_dtype`` in the first forward pass and keeps them in that 2025-07-24T04:20:35.7602080Z dtype thereafter. For model checkpointing, the buffers are saved 2025-07-24T04:20:35.7602200Z in full precision except for ``LOCAL_STATE_DICT``. (Default: 2025-07-24T04:20:35.7602240Z ``None``) 2025-07-24T04:20:35.7602360Z keep_low_precision_grads (bool): If ``False``, then FSDP upcasts 2025-07-24T04:20:35.7602490Z gradients to full precision after the backward pass in preparation 2025-07-24T04:20:35.7602620Z for the optimizer step. If ``True``, then FSDP keeps the gradients 2025-07-24T04:20:35.7602740Z in the dtype used for gradient reduction, which can save memory if 2025-07-24T04:20:35.7602860Z using a custom optimizer that supports running in low precision. 2025-07-24T04:20:35.7602930Z (Default: ``False``) 2025-07-24T04:20:35.7603050Z cast_forward_inputs (bool): If ``True``, then this FSDP module casts 2025-07-24T04:20:35.7603180Z its forward args and kwargs to ``param_dtype``. This is to ensure 2025-07-24T04:20:35.7603300Z that parameter and input dtypes match for forward computation, as 2025-07-24T04:20:35.7603430Z required by many ops. This may need to be set to ``True`` when only 2025-07-24T04:20:35.7603560Z applying mixed precision to some but not all FSDP modules, in which 2025-07-24T04:20:35.7603690Z case a mixed-precision FSDP submodule needs to recast its inputs. 2025-07-24T04:20:35.7603750Z (Default: ``False``) 2025-07-24T04:20:35.7603880Z cast_root_forward_inputs (bool): If ``True``, then the root FSDP module 2025-07-24T04:20:35.7604000Z casts its forward args and kwargs to ``param_dtype``, overriding 2025-07-24T04:20:35.7604120Z the value of ``cast_forward_inputs``. For non-root FSDP modules, 2025-07-24T04:20:35.7604210Z this does not do anything. (Default: ``True``) 2025-07-24T04:20:35.7604340Z _module_classes_to_ignore: (Sequence[Type[nn.Module]]): This specifies 2025-07-24T04:20:35.7604460Z module classes to ignore for mixed precision when using an 2025-07-24T04:20:35.7604560Z ``auto_wrap_policy``: Modules of these classes will have FSDP 2025-07-24T04:20:35.7604690Z applied to them separately with mixed precision disabled (meaning 2025-07-24T04:20:35.7604820Z that the final FSDP construction would deviate from the specified 2025-07-24T04:20:35.7604930Z policy). If ``auto_wrap_policy`` is not specified, then this does 2025-07-24T04:20:35.7605050Z not do anything. This API is experimental and subject to change. 2025-07-24T04:20:35.7605120Z (Default: ``(_BatchNorm,)``) 2025-07-24T04:20:35.7605160Z 2025-07-24T04:20:35.7605260Z .. note:: This API is experimental and subject to change. 2025-07-24T04:20:35.7605300Z 2025-07-24T04:20:35.7605440Z .. note:: Only floating point tensors are cast to their specified dtypes. 2025-07-24T04:20:35.7605480Z 2025-07-24T04:20:35.7605590Z .. note:: In ``summon_full_params``, parameters are forced to full 2025-07-24T04:20:35.7605670Z precision, but buffers are not. 2025-07-24T04:20:35.7605710Z 2025-07-24T04:20:35.7605840Z .. note:: Layer norm and batch norm accumulate in ``float32`` even when 2025-07-24T04:20:35.7605970Z their inputs are in a low precision like ``float16`` or ``bfloat16``. 2025-07-24T04:20:35.7606110Z Disabling FSDP's mixed precision for those norm modules only means that 2025-07-24T04:20:35.7606250Z the affine parameters are kept in ``float32``. However, this incurs 2025-07-24T04:20:35.7606400Z separate all-gathers and reduce-scatters for those norm modules, which 2025-07-24T04:20:35.7606550Z may be inefficient, so if the workload permits, the user should prefer 2025-07-24T04:20:35.7606650Z to still apply mixed precision to those modules. 2025-07-24T04:20:35.7606690Z 2025-07-24T04:20:35.7606830Z .. note:: By default, if the user passes a model with any ``_BatchNorm`` 2025-07-24T04:20:35.7606960Z modules and specifies an ``auto_wrap_policy``, then the batch norm 2025-07-24T04:20:35.7607100Z modules will have FSDP applied to them separately with mixed precision 2025-07-24T04:20:35.7607200Z disabled. See the ``_module_classes_to_ignore`` argument. 2025-07-24T04:20:35.7607250Z 2025-07-24T04:20:35.7607370Z .. note:: ``MixedPrecision`` has ``cast_root_forward_inputs=True`` and 2025-07-24T04:20:35.7607500Z ``cast_forward_inputs=False`` by default. For the root FSDP instance, 2025-07-24T04:20:35.7607610Z its ``cast_root_forward_inputs`` takes precedence over its 2025-07-24T04:20:35.7607720Z ``cast_forward_inputs``. For non-root FSDP instances, their 2025-07-24T04:20:35.7607850Z ``cast_root_forward_inputs`` values are ignored. The default setting is 2025-07-24T04:20:35.7607990Z sufficient for the typical case where each FSDP instance has the same 2025-07-24T04:20:35.7608130Z ``MixedPrecision`` configuration and only needs to cast inputs to the 2025-07-24T04:20:35.7608240Z ``param_dtype`` at the beginning of the model's forward pass. 2025-07-24T04:20:35.7608280Z 2025-07-24T04:20:35.7608400Z .. note:: For nested FSDP instances with different ``MixedPrecision`` 2025-07-24T04:20:35.7608550Z configurations, we recommend setting individual ``cast_forward_inputs`` 2025-07-24T04:20:35.7608670Z values to configure casting inputs or not before each instance's 2025-07-24T04:20:35.7608800Z forward. In such a case, since the casts happen before each FSDP 2025-07-24T04:20:35.7608920Z instance's forward, a parent FSDP instance should have its non-FSDP 2025-07-24T04:20:35.7609070Z submodules run before its FSDP submodules to avoid the activation dtype 2025-07-24T04:20:35.7609190Z being changed due to a different ``MixedPrecision`` configuration. 2025-07-24T04:20:35.7609240Z 2025-07-24T04:20:35.7609280Z Example:: 2025-07-24T04:20:35.7609330Z 2025-07-24T04:20:35.7609410Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7609520Z >>> model = nn.Sequential(nn.Linear(3, 3), nn.Linear(3, 3)) 2025-07-24T04:20:35.7609570Z >>> model[1] = FSDP( 2025-07-24T04:20:35.7609620Z >>> model[1], 2025-07-24T04:20:35.7609800Z >>> mixed_precision=MixedPrecision(param_dtype=torch.float16, cast_forward_inputs=True), 2025-07-24T04:20:35.7609850Z >>> ) 2025-07-24T04:20:35.7609900Z >>> model = FSDP( 2025-07-24T04:20:35.7609950Z >>> model, 2025-07-24T04:20:35.7610130Z >>> mixed_precision=MixedPrecision(param_dtype=torch.bfloat16, cast_forward_inputs=True), 2025-07-24T04:20:35.7610170Z >>> ) 2025-07-24T04:20:35.7610220Z 2025-07-24T04:20:35.7610350Z The above shows a working example. On the other hand, if ``model[1]`` 2025-07-24T04:20:35.7610470Z were replaced with ``model[0]``, meaning that the submodule using 2025-07-24T04:20:35.7610630Z different ``MixedPrecision`` ran its forward first, then ``model[1]`` 2025-07-24T04:20:35.7610760Z would incorrectly see ``float16`` activations instead of ``bfloat16`` 2025-07-24T04:20:35.7610810Z ones. 2025-07-24T04:20:35.7610850Z 2025-07-24T04:20:35.7610890Z 2025-07-24T04:20:35.7611040Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7611080Z 2025-07-24T04:20:35.7611150Z warnings.warn(msg) 2025-07-24T04:20:35.7611190Z 2025-07-24T04:20:35.7611290Z --- Parse Warning: 81 / 136 --- 2025-07-24T04:20:35.7612040Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=FullStateDictConfig in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/fsdp/api.py line=295. 2025-07-24T04:20:35.7612200Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7612240Z 2025-07-24T04:20:35.7612360Z ``FullStateDictConfig`` is a config class meant to be used with 2025-07-24T04:20:35.7612490Z ``StateDictType.FULL_STATE_DICT``. We recommend enabling both 2025-07-24T04:20:35.7612610Z ``offload_to_cpu=True`` and ``rank0_only=True`` when saving full state 2025-07-24T04:20:35.7612740Z dicts to save GPU memory and CPU memory, respectively. This config class 2025-07-24T04:20:35.7612870Z is meant to be used via the :func:`state_dict_type` context manager as 2025-07-24T04:20:35.7612910Z follows: 2025-07-24T04:20:35.7612950Z 2025-07-24T04:20:35.7613030Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7613170Z >>> from torch.distributed.fsdp import FullyShardedDataParallel as FSDP 2025-07-24T04:20:35.7613260Z >>> fsdp = FSDP(model, auto_wrap_policy=...) 2025-07-24T04:20:35.7613380Z >>> cfg = FullStateDictConfig(offload_to_cpu=True, rank0_only=True) 2025-07-24T04:20:35.7613510Z >>> with FSDP.state_dict_type(fsdp, StateDictType.FULL_STATE_DICT, cfg): 2025-07-24T04:20:35.7613580Z >>> state = fsdp.state_dict() 2025-07-24T04:20:35.7613710Z >>> # `state` will be empty on non rank 0 and contain CPU tensors on rank 0. 2025-07-24T04:20:35.7613850Z >>> # To reload checkpoint for inference, finetuning, transfer learning, etc: 2025-07-24T04:20:35.7613990Z >>> model = model_fn() # Initialize model in preparation for wrapping with FSDP 2025-07-24T04:20:35.7614050Z >>> if dist.get_rank() == 0: 2025-07-24T04:20:35.7614160Z >>> # Load checkpoint only on rank 0 to avoid memory redundancy 2025-07-24T04:20:35.7614250Z >>> state_dict = torch.load("my_checkpoint.pt") 2025-07-24T04:20:35.7614330Z >>> model.load_state_dict(state_dict) 2025-07-24T04:20:35.7614470Z >>> # All ranks initialize FSDP module as usual. `sync_module_states` argument 2025-07-24T04:20:35.7614620Z >>> # communicates loaded checkpoint states from rank 0 to rest of the world. 2025-07-24T04:20:35.7614670Z >>> fsdp = FSDP( 2025-07-24T04:20:35.7614710Z ... model, 2025-07-24T04:20:35.7614800Z ... device_id=torch.cuda.current_device(), 2025-07-24T04:20:35.7614850Z ... auto_wrap_policy=..., 2025-07-24T04:20:35.7614910Z ... sync_module_states=True, 2025-07-24T04:20:35.7614960Z ... ) 2025-07-24T04:20:35.7615080Z >>> # After this point, all ranks have FSDP model with loaded checkpoint. 2025-07-24T04:20:35.7615130Z 2025-07-24T04:20:35.7615170Z Attributes: 2025-07-24T04:20:35.7615290Z rank0_only (bool): If ``True``, then only rank 0 saves the full state 2025-07-24T04:20:35.7615410Z dict, and nonzero ranks save an empty dict. If ``False``, then all 2025-07-24T04:20:35.7615510Z ranks save the full state dict. (Default: ``False``) 2025-07-24T04:20:35.7615550Z 2025-07-24T04:20:35.7615730Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7615770Z 2025-07-24T04:20:35.7615820Z warnings.warn(msg) 2025-07-24T04:20:35.7615860Z 2025-07-24T04:20:35.7615960Z --- Parse Warning: 82 / 136 --- 2025-07-24T04:20:35.7616700Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=init_from_local_shards in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/__init__.py line=361. 2025-07-24T04:20:35.7616890Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7616940Z 2025-07-24T04:20:35.7617080Z Creates an :class:`ShardedTensor` from local shards and the global metadata. 2025-07-24T04:20:35.7617190Z Needs to be called on all ranks in an SPMD fashion. 2025-07-24T04:20:35.7617230Z 2025-07-24T04:20:35.7617280Z Args: 2025-07-24T04:20:35.7617440Z local_shards (List[:class `torch.distributed._shard.sharded_tensor.Shard`]): A list 2025-07-24T04:20:35.7617550Z of shards that represent the local shards on this rank. 2025-07-24T04:20:35.7617690Z global_size (int...): a list, tuple, or `torch.Size` of integers defining the 2025-07-24T04:20:35.7617760Z shape of the overall sharded tensor. 2025-07-24T04:20:35.7617800Z 2025-07-24T04:20:35.7617850Z Keyword args: 2025-07-24T04:20:35.7618010Z process_group (ProcessGroup, optional): The process group to work on. If None, 2025-07-24T04:20:35.7618080Z the default process group will be used. 2025-07-24T04:20:35.7618190Z init_rrefs (bool, optional): Whether or not to initialize 2025-07-24T04:20:35.7618320Z :class:`torch.distributed.rpc.RRef`s pointing to remote shards. 2025-07-24T04:20:35.7618440Z Need to initialize the RPC Framework if specified as ``True``. 2025-07-24T04:20:35.7618500Z Default: ``False``. 2025-07-24T04:20:35.7618540Z 2025-07-24T04:20:35.7618580Z Returns: 2025-07-24T04:20:35.7618670Z A :class:`ShardedTensor` object handle on this rank 2025-07-24T04:20:35.7618710Z 2025-07-24T04:20:35.7618750Z 2025-07-24T04:20:35.7618800Z Examples: 2025-07-24T04:20:35.7618950Z Suppose we want construct a sharded tensor on two ranks, global size = (10, 5), 2025-07-24T04:20:35.7619070Z each shard have a (5, 5) local tensor, we can do it like below: 2025-07-24T04:20:35.7619110Z 2025-07-24T04:20:35.7619150Z on rank 0: 2025-07-24T04:20:35.7619230Z >>> # xdoctest: +SKIP("not distributed") 2025-07-24T04:20:35.7619300Z >>> local_shard_metadata = ShardMetadata( 2025-07-24T04:20:35.7619360Z >>> shard_offsets=[0, 0], 2025-07-24T04:20:35.7619410Z >>> shard_lengths=[5, 5], 2025-07-24T04:20:35.7619480Z >>> placement="rank:0/cuda:0" 2025-07-24T04:20:35.7619520Z >>> ) 2025-07-24T04:20:35.7619640Z >>> local_shards = [Shard(torch.randn(5, 5), local_shard_metadata)] 2025-07-24T04:20:35.7619760Z >>> sharded_tensor = init_from_local_shards(local_shards, [10, 5]) 2025-07-24T04:20:35.7619800Z 2025-07-24T04:20:35.7619850Z on rank 1: 2025-07-24T04:20:35.7619920Z >>> # xdoctest: +SKIP("not distributed") 2025-07-24T04:20:35.7619990Z >>> local_shard_metadata = ShardMetadata( 2025-07-24T04:20:35.7620050Z >>> shard_offsets=[5, 0], 2025-07-24T04:20:35.7620100Z >>> shard_lengths=[5, 5], 2025-07-24T04:20:35.7620160Z >>> placement="rank:1/cuda:1" 2025-07-24T04:20:35.7620210Z >>> ) 2025-07-24T04:20:35.7620320Z >>> local_shards = [Shard(torch.randn(5, 5), local_shard_metadata)] 2025-07-24T04:20:35.7620440Z >>> sharded_tensor = init_from_local_shards(local_shards, [10, 5]) 2025-07-24T04:20:35.7620480Z 2025-07-24T04:20:35.7620630Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7620710Z 2025-07-24T04:20:35.7620760Z warnings.warn(msg) 2025-07-24T04:20:35.7620800Z 2025-07-24T04:20:35.7620900Z --- Parse Warning: 83 / 136 --- 2025-07-24T04:20:35.7621660Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ShardedTensor._init_from_local_tensor in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/api.py line=835. 2025-07-24T04:20:35.7621850Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7621910Z 2025-07-24T04:20:35.7622070Z Initialize a ShardedTensor given only one local tensor, global sharded tensor 2025-07-24T04:20:35.7622150Z size and sharding spec on each rank. 2025-07-24T04:20:35.7622190Z 2025-07-24T04:20:35.7622240Z Args: 2025-07-24T04:20:35.7622370Z local_tensor (Tensor): Single tensor of local shard stored in each rank. 2025-07-24T04:20:35.7622530Z sharding_spec (:class:`torch.distributed._shard.sharding_spec.ShardingSpec`): 2025-07-24T04:20:35.7622640Z The specification describing how to shard the Tensor. 2025-07-24T04:20:35.7622740Z global_size (Sequence[int]): Size of the sharded tensor. 2025-07-24T04:20:35.7622890Z process_group (ProcessGroup, optional): The process group to aggregate on. 2025-07-24T04:20:35.7622950Z Default: None 2025-07-24T04:20:35.7623050Z init_rrefs (bool, optional): Whether or not to initialize 2025-07-24T04:20:35.7623180Z :class:`torch.distributed.rpc.RRef`s pointing to remote shards. 2025-07-24T04:20:35.7623300Z Need to initialize the RPC Framework if specified as ``True``. 2025-07-24T04:20:35.7623350Z Default: ``False``. 2025-07-24T04:20:35.7623390Z 2025-07-24T04:20:35.7623430Z Returns: 2025-07-24T04:20:35.7623580Z A :class:`ShardedTensor` sharded based on the given sharding_spec with local 2025-07-24T04:20:35.7623650Z tensor stored in the current rank. 2025-07-24T04:20:35.7623700Z 2025-07-24T04:20:35.7623740Z Examples: 2025-07-24T04:20:35.7623800Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7623880Z >>> # All tensors below are of torch.int64 type. 2025-07-24T04:20:35.7623950Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:35.7624060Z >>> tensor = torch.arange(2, dtype=torch.int64) + 1 + 2 * rank 2025-07-24T04:20:35.7624180Z >>> local_tensor = torch.unsqueeze(torch.cat([tensor, tensor + 2])) 2025-07-24T04:20:35.7624230Z >>> local_tensor 2025-07-24T04:20:35.7624290Z tensor([[1, 2, 3, 4]]) # Rank 0 2025-07-24T04:20:35.7624340Z tensor([[3, 4, 5, 6]]) # Rank 1 2025-07-24T04:20:35.7624400Z >>> sharding_dim = 0 2025-07-24T04:20:35.7624470Z >>> sharding_spec = ChunkShardingSpec( 2025-07-24T04:20:35.7624530Z dim=sharding_dim, 2025-07-24T04:20:35.7624580Z placements=[ 2025-07-24T04:20:35.7624630Z "rank:0/cuda:0", 2025-07-24T04:20:35.7624690Z "rank:1/cuda:1", 2025-07-24T04:20:35.7624730Z ], 2025-07-24T04:20:35.7624770Z ) 2025-07-24T04:20:35.7624850Z >>> st = ShardedTensor._init_from_local_tensor( 2025-07-24T04:20:35.7624930Z ... local_tensor, sharding_spec, [2, 4] 2025-07-24T04:20:35.7624970Z ... ) 2025-07-24T04:20:35.7625010Z >>> st 2025-07-24T04:20:35.7625060Z ShardedTensor( 2025-07-24T04:20:35.7625120Z ShardedTensorMetadata( 2025-07-24T04:20:35.7625180Z shards_metadata=[ 2025-07-24T04:20:35.7625340Z ShardMetadata(shard_offsets=[0, 0], shard_sizes=[1, 4], placement=rank:0/cuda:0), 2025-07-24T04:20:35.7625500Z ShardMetadata(shard_offsets=[1, 0], shard_sizes=[1, 4], placement=rank:1/cuda:1), 2025-07-24T04:20:35.7625570Z ], 2025-07-24T04:20:35.7625630Z size=torch.Size([2, 4]) 2025-07-24T04:20:35.7625670Z ) 2025-07-24T04:20:35.7625720Z >>> st.local_tensor() 2025-07-24T04:20:35.7625780Z tensor([1, 2, 3, 4]) # Rank 0 2025-07-24T04:20:35.7625830Z tensor([3, 4, 5, 6]) # Rank 1 2025-07-24T04:20:35.7625870Z 2025-07-24T04:20:35.7626030Z Warning: This API is experimental and subject to change. It lacks of a fully across 2025-07-24T04:20:35.7626200Z rank validations, and we only validate the local shard on the current rank. 2025-07-24T04:20:35.7626330Z We fully rely on the user to ensure local tensor is sharded based on the 2025-07-24T04:20:35.7626420Z sharding spec. 2025-07-24T04:20:35.7626460Z 2025-07-24T04:20:35.7626610Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7626670Z 2025-07-24T04:20:35.7626720Z warnings.warn(msg) 2025-07-24T04:20:35.7626760Z 2025-07-24T04:20:35.7626860Z --- Parse Warning: 84 / 136 --- 2025-07-24T04:20:35.7627600Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ShardedTensor.reshard in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/_shard/sharded_tensor/api.py line=1076. 2025-07-24T04:20:35.7627760Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7627800Z 2025-07-24T04:20:35.7627950Z Reshard a sharded tensor given the ``resharding_spec``. For now, we only support 2025-07-24T04:20:35.7628000Z single local shard. 2025-07-24T04:20:35.7628040Z 2025-07-24T04:20:35.7628180Z If ``resharding_spec`` is same as the original one, this becomes a no-op. 2025-07-24T04:20:35.7628330Z If only ``resharding_spec`` shares the same sharding dim with the original one, 2025-07-24T04:20:35.7628390Z we swap local shards directly. 2025-07-24T04:20:35.7628550Z For more generic cases, we merge different shards across different ranks and split 2025-07-24T04:20:35.7628700Z the local shards based on the ``resharding_spec`` via `all_to_all` collective API. 2025-07-24T04:20:35.7628740Z 2025-07-24T04:20:35.7628780Z Args: 2025-07-24T04:20:35.7628960Z resharding_spec (:class:`torch.distributed._shard.sharding_spec.ShardingSpec`): The 2025-07-24T04:20:35.7629060Z specification describing how the tensor is sharded. 2025-07-24T04:20:35.7629100Z 2025-07-24T04:20:35.7629150Z Returns: 2025-07-24T04:20:35.7629270Z A :class:`ShardedTensor` object whose local shards are resharded. 2025-07-24T04:20:35.7629310Z 2025-07-24T04:20:35.7629350Z Examples: 2025-07-24T04:20:35.7629410Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7629480Z >>> # We have 2 process groups, 2 ranks. 2025-07-24T04:20:35.7629590Z >>> tensor = torch.arange(4, dtype=torch.int64) + 1 + 2 * rank 2025-07-24T04:20:35.7629660Z >>> tensor = torch.stack([tensor, tensor]) 2025-07-24T04:20:35.7629700Z >>> tensor 2025-07-24T04:20:35.7629780Z tensor([[1, 2, 3, 4], [1, 2, 3, 4]]) # Rank 0 2025-07-24T04:20:35.7629850Z tensor([[3, 4, 5, 6], [3, 4, 5, 6]]) # Rank 1 2025-07-24T04:20:35.7629920Z tensor([[5, 6, 7, 8], [5, 6, 7, 8]]) # Rank 2 2025-07-24T04:20:35.7629990Z tensor([[7, 8, 9, 10], [7, 8, 9, 10]]) # Rank 3 2025-07-24T04:20:35.7630050Z >>> sharding_dim = 0 2025-07-24T04:20:35.7630110Z >>> spec = ChunkShardingSpec( 2025-07-24T04:20:35.7630170Z dim=sharding_dim, 2025-07-24T04:20:35.7630220Z placements=[ 2025-07-24T04:20:35.7630270Z "rank:0/cuda:0", 2025-07-24T04:20:35.7630320Z "rank:1/cuda:1", 2025-07-24T04:20:35.7630380Z "rank:2/cuda:2", 2025-07-24T04:20:35.7630430Z "rank:3/cuda:3", 2025-07-24T04:20:35.7630490Z ], 2025-07-24T04:20:35.7630540Z ) 2025-07-24T04:20:35.7630590Z >>> current_offsets = [0] * 2 2025-07-24T04:20:35.7630650Z >>> current_offsets[0] = rank * 2 2025-07-24T04:20:35.7630720Z >>> shard_metadata = ShardMetadata( 2025-07-24T04:20:35.7630810Z shard_offsets=copy.deepcopy(current_offsets), 2025-07-24T04:20:35.7630870Z shard_sizes=tensor.size(), 2025-07-24T04:20:35.7630970Z placement=spec.placements[rank], 2025-07-24T04:20:35.7631010Z ) 2025-07-24T04:20:35.7631060Z >>> local_shards = [ 2025-07-24T04:20:35.7631110Z Shard( 2025-07-24T04:20:35.7631180Z tensor=tensor, 2025-07-24T04:20:35.7631250Z metadata=shard_metadata, 2025-07-24T04:20:35.7631290Z ) 2025-07-24T04:20:35.7631330Z ] 2025-07-24T04:20:35.7631500Z >>> st = ShardedTensor._init_from_local_shards(local_shards, tensor.size()) 2025-07-24T04:20:35.7631560Z >>> sharding_dim = 1 2025-07-24T04:20:35.7631630Z >>> resharding_spec = ChunkShardingSpec( 2025-07-24T04:20:35.7631690Z dim=sharding_dim, 2025-07-24T04:20:35.7631740Z placements=[ 2025-07-24T04:20:35.7631790Z "rank:0/cuda:0", 2025-07-24T04:20:35.7631840Z "rank:1/cuda:1", 2025-07-24T04:20:35.7631900Z "rank:2/cuda:2", 2025-07-24T04:20:35.7631950Z "rank:3/cuda:3", 2025-07-24T04:20:35.7631990Z ], 2025-07-24T04:20:35.7632030Z ) 2025-07-24T04:20:35.7632090Z >>> st.reshard(resharding_spec) 2025-07-24T04:20:35.7632160Z >>> tensor = st.local_shards()[0].tensor 2025-07-24T04:20:35.7632200Z >>> tensor 2025-07-24T04:20:35.7632290Z tensor([[1], [1], [3], [3], [5], [5], [7], [7]]) # Rank 0 2025-07-24T04:20:35.7632380Z tensor([[2], [2], [4], [4], [6], [6], [8], [8]]) # Rank 1 2025-07-24T04:20:35.7632470Z tensor([[3], [3], [5], [5], [7], [7], [9], [9]]) # Rank 2 2025-07-24T04:20:35.7632550Z tensor([[4], [4], [6], [6], [8], [8], [10], [10]]) # Rank 3 2025-07-24T04:20:35.7632600Z 2025-07-24T04:20:35.7632750Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7632790Z 2025-07-24T04:20:35.7632840Z warnings.warn(msg) 2025-07-24T04:20:35.7632880Z 2025-07-24T04:20:35.7632980Z --- Parse Warning: 85 / 136 --- 2025-07-24T04:20:35.7633690Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ShardingPlan in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/_shard/sharding_plan/api.py line=12. 2025-07-24T04:20:35.7633850Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7633890Z 2025-07-24T04:20:35.7634020Z Representation of a sharding plan, describes how to shard a module 2025-07-24T04:20:35.7634190Z across hosts. `plan` is used to shard module parameters according to the spec provided, 2025-07-24T04:20:35.7634360Z `output_plan` and `return_local_tensor` are optional, they are used to specify the output 2025-07-24T04:20:35.7634520Z layout of a module with a spec, and when to convert back to data parallel fashion. 2025-07-24T04:20:35.7634560Z 2025-07-24T04:20:35.7634600Z Args: 2025-07-24T04:20:35.7634770Z plan (Dict[str, Union[:class:`torch.distributed._shard.sharding_spec.ShardingSpec`, 2025-07-24T04:20:35.7634870Z :class:`torch.distributed._shard.sharder.Sharder`]): 2025-07-24T04:20:35.7635040Z a dict describes how to shard a module, there're currently two ways to shard a module: 2025-07-24T04:20:35.7635190Z 1. directly shard a module parameter by a `ShardingSpec`, keyed by the name of 2025-07-24T04:20:35.7635300Z a parameter to a `ShardingSpec`. 2025-07-24T04:20:35.7635450Z 2. shard a submodule by applying a `Sharder` on it, keyed by the name of a module 2025-07-24T04:20:35.7635510Z to a `Sharder` object. 2025-07-24T04:20:35.7635710Z output_plan (Dict[str, :class:`torch.distributed._shard.sharding_spec.ShardingSpec`), optional): 2025-07-24T04:20:35.7635870Z a dict specifies the layout of a module's output which produces a ShardedTensor, 2025-07-24T04:20:35.7636030Z keyed by the name of module to ShardingSpec("" in key means the root module). 2025-07-24T04:20:35.7636090Z Default: `None` 2025-07-24T04:20:35.7636260Z return_local_tensor (List[str], optional): a list of string, each element enables 2025-07-24T04:20:35.7636410Z a module's sharded output to be returned as a Tensor from its local shards to 2025-07-24T04:20:35.7636580Z ensure further processing in a data parallel fashion. ("" in list means the 2025-07-24T04:20:35.7636630Z root module). 2025-07-24T04:20:35.7636690Z Default: None 2025-07-24T04:20:35.7636730Z Example: 2025-07-24T04:20:35.7636900Z Suppose we want to shard a module with two linear layers and then run it with DDP, we also 2025-07-24T04:20:35.7637070Z want to convert the output of the second linear layer back to DDP, we can do it as follows: 2025-07-24T04:20:35.7637110Z 2025-07-24T04:20:35.7637220Z >>> # xdoctest: +REQUIRES(module:torch._C._distributed_c10d) 2025-07-24T04:20:35.7637280Z >>> class MyModule(nn.Module): 2025-07-24T04:20:35.7637340Z >>> def __init__(self) -> None: 2025-07-24T04:20:35.7637400Z >>> super().__init__() 2025-07-24T04:20:35.7637460Z >>> self.fc1 = nn.Linear() 2025-07-24T04:20:35.7637520Z >>> self.gelu = nn.GELU() 2025-07-24T04:20:35.7637580Z >>> self.fc2 = nn.Linear() 2025-07-24T04:20:35.7637640Z >>> self.relu = nn.Linear() 2025-07-24T04:20:35.7637680Z >>> 2025-07-24T04:20:35.7637740Z >>> def forward(self, input): 2025-07-24T04:20:35.7637850Z >>> return self.relu(self.fc2(self.gelu(self.fc1(input)))) 2025-07-24T04:20:35.7637890Z 2025-07-24T04:20:35.7637930Z 2025-07-24T04:20:35.7638010Z >>> # xdoctest: +SKIP("Undefined spec1, spec2) 2025-07-24T04:20:35.7638070Z >>> sharding_plan = ShardingPlan( 2025-07-24T04:20:35.7638120Z >>> plan={ 2025-07-24T04:20:35.7638170Z >>> "fc1.weight": spec1, 2025-07-24T04:20:35.7638230Z >>> "fc2.weight": spec2 2025-07-24T04:20:35.7638270Z >>> }, 2025-07-24T04:20:35.7638320Z >>> output_plan={ 2025-07-24T04:20:35.7638380Z >>> "fc2": output_spec 2025-07-24T04:20:35.7638420Z >>> }, 2025-07-24T04:20:35.7638490Z >>> return_local_tensor=["fc2"] 2025-07-24T04:20:35.7638530Z >>> ) 2025-07-24T04:20:35.7638570Z 2025-07-24T04:20:35.7638720Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7638760Z 2025-07-24T04:20:35.7638810Z warnings.warn(msg) 2025-07-24T04:20:35.7638850Z 2025-07-24T04:20:35.7638950Z --- Parse Warning: 86 / 136 --- 2025-07-24T04:20:35.7639710Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=register_sharding in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/tensor/experimental/_register_sharding.py line=25. 2025-07-24T04:20:35.7639870Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7639920Z 2025-07-24T04:20:35.7640090Z :meth:`register_sharding` is an experimental API that allows users to register sharding 2025-07-24T04:20:35.7640230Z strategies for an operator when the tensor inputs and outputs are DTensor. 2025-07-24T04:20:35.7640420Z It can be useful when: (1) there doesn't exist a default sharding strategy for ``op``, 2025-07-24T04:20:35.7640570Z e.g. when ``op`` is a custom operator that is not supported by :class:`DTensor`; (2) 2025-07-24T04:20:35.7640740Z when users would like to overwrite default sharding strategies of existing operators. 2025-07-24T04:20:35.7640780Z 2025-07-24T04:20:35.7640820Z Args: 2025-07-24T04:20:35.7640900Z op (Union[OpOverload, List[OpOverload]]): 2025-07-24T04:20:35.7641050Z An op or a list of ops to register the customized sharding function. 2025-07-24T04:20:35.7641090Z 2025-07-24T04:20:35.7641130Z Returns: 2025-07-24T04:20:35.7641310Z A function decorator which can be used to wrap a function that defines the sharding 2025-07-24T04:20:35.7641500Z strategy for the operator specified in ``op``. The defined sharding strategy will be 2025-07-24T04:20:35.7641670Z registered to DTensor and will override the default sharding strategy if DTensor has 2025-07-24T04:20:35.7641850Z already implemented the operator. The customized sharding function takes the same inputs 2025-07-24T04:20:35.7642000Z as the original op (except that if an arg is a :class:`torch.Tensor`, it will be 2025-07-24T04:20:35.7642160Z replaced by a tensor-like object that DTensor uses internally). The function should 2025-07-24T04:20:35.7642320Z return a sequence of 2-tuples, each specifying acceptable output placements and its 2025-07-24T04:20:35.7642390Z corresponding input placements. 2025-07-24T04:20:35.7642430Z 2025-07-24T04:20:35.7642470Z Example: 2025-07-24T04:20:35.7642540Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:35.7642630Z >>> @register_sharding(aten._softmax.default) 2025-07-24T04:20:35.7642720Z >>> def custom_softmax_sharding(x, dim, half_to_float): 2025-07-24T04:20:35.7642810Z >>> softmax_dim = dim if dim >= 0 else dim + x.ndim 2025-07-24T04:20:35.7642880Z >>> acceptable_shardings = [] 2025-07-24T04:20:35.7642920Z >>> 2025-07-24T04:20:35.7643030Z >>> all_replicate = ([Replicate()], [Replicate(), None, None]) 2025-07-24T04:20:35.7643120Z >>> acceptable_shardings.append(all_replicate) 2025-07-24T04:20:35.7643160Z >>> 2025-07-24T04:20:35.7643230Z >>> for sharding_dim in range(x.ndim): 2025-07-24T04:20:35.7643300Z >>> if sharding_dim != softmax_dim: 2025-07-24T04:20:35.7643350Z >>> all_sharded = ( 2025-07-24T04:20:35.7643420Z >>> [Shard(sharding_dim)], 2025-07-24T04:20:35.7643500Z >>> [Shard(sharding_dim), None, None], 2025-07-24T04:20:35.7643550Z >>> ) 2025-07-24T04:20:35.7643640Z >>> acceptable_shardings.append(all_sharded) 2025-07-24T04:20:35.7643680Z >>> 2025-07-24T04:20:35.7643740Z >>> return acceptable_shardings 2025-07-24T04:20:35.7643790Z 2025-07-24T04:20:35.7643910Z .. note:: This API is currently experimental and subject to change 2025-07-24T04:20:35.7643950Z 2025-07-24T04:20:35.7644100Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7644140Z 2025-07-24T04:20:35.7644190Z warnings.warn(msg) 2025-07-24T04:20:35.7644230Z 2025-07-24T04:20:35.7644330Z --- Parse Warning: 87 / 136 --- 2025-07-24T04:20:35.7645040Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=local_map in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/tensor/experimental/_func_map.py line=35. 2025-07-24T04:20:35.7645200Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7645240Z 2025-07-24T04:20:35.7645400Z :meth:`local_map` is an experimental API that allows users to pass :class:`DTensor` s 2025-07-24T04:20:35.7648140Z to a function that is written to be applied on ``torch.Tensor`` s. It is done by extracting 2025-07-24T04:20:35.7648310Z the local components of :class:`DTensor`, call the function, and wrap the outputs to 2025-07-24T04:20:35.7648410Z :class:`DTensor` according to the ``out_placements``. 2025-07-24T04:20:35.7648450Z 2025-07-24T04:20:35.7648490Z Args: 2025-07-24T04:20:35.7648620Z func (Callable): the function to be applied on each local shard of 2025-07-24T04:20:35.7648730Z :class:`DTensor` s. 2025-07-24T04:20:35.7648870Z out_placements (Union[`PlacementType`, Tuple[`PlacementType`, ...]]): 2025-07-24T04:20:35.7649060Z the desired placements of the :class:`DTensor` s in ``func``'s flattened output. 2025-07-24T04:20:35.7649220Z If the flattened ``output`` is a single value, the ``out_placements`` should be 2025-07-24T04:20:35.7649380Z of type `PlacementType`. Otherwise if the flattened ``output`` has multiple 2025-07-24T04:20:35.7649530Z values, the ``out_placements`` should be a tuple of `PlacementType` values 1:1 2025-07-24T04:20:35.7649600Z mapping to the flattened ``output``. 2025-07-24T04:20:35.7649730Z Besides, for :class:`Tensor` output, we use `PlacementType` as its 2025-07-24T04:20:35.7649900Z placements (a `Tuple[Placement]` value). For non-Tensor output, the `PlacementType` 2025-07-24T04:20:35.7649950Z should be `None`. 2025-07-24T04:20:35.7650100Z Note that the only exception is when no :class:`DTensor` argument is passed 2025-07-24T04:20:35.7650240Z in. In this case, even if `out_placements` is not `None`, the result function 2025-07-24T04:20:35.7650390Z should ignore the desired placements because the function is not running with 2025-07-24T04:20:35.7650440Z :class:`DTensor` s. 2025-07-24T04:20:35.7650540Z in_placements (Tuple[`PlacementType`, ...], optional): 2025-07-24T04:20:35.7650710Z the required placements of the :class:`DTensor` s in the flattened inputs of ``func``. 2025-07-24T04:20:35.7650860Z If ``in_placements`` is specified, :meth:`local_map` would examine whether the 2025-07-24T04:20:35.7651000Z placements of each :class:`DTensor` argument is the same as the required 2025-07-24T04:20:35.7651110Z placements or not. If the placements are not the same and 2025-07-24T04:20:35.7651260Z ``redistribute_inputs`` is ``False``, an exception will be raised. Otherwise if 2025-07-24T04:20:35.7651410Z ``redistribute_inputs`` is ``True``, the argument will be first redistributed to 2025-07-24T04:20:35.7651570Z the required sharding placements before passing its local tensor to ``func``. 2025-07-24T04:20:35.7651700Z The only exception is when required placements are not ``None`` and the 2025-07-24T04:20:35.7651850Z argument is a :class:`torch.Tensor`. In this case, the placements examination 2025-07-24T04:20:35.7651990Z will be skipped and the argument will be directly passed to ``func``. 2025-07-24T04:20:35.7652120Z If ``in_placements`` is ``None``, no placements examination will be performed. 2025-07-24T04:20:35.7652180Z Default: None 2025-07-24T04:20:35.7652290Z in_grad_placements (Tuple[`PlacementType`, ...], optional): 2025-07-24T04:20:35.7652420Z the placements hint of the :class:`DTensor` s gradient corresponds 2025-07-24T04:20:35.7652550Z to the flattened input DTensor. This argument is the hint that user 2025-07-24T04:20:35.7652670Z can give to :meth:`to_local` in case the gradient layout of the 2025-07-24T04:20:35.7652800Z local tensor input does not match its :class:`DTensor` input layout. 2025-07-24T04:20:35.7652920Z If not specified, we will assume the gradient layout of the local 2025-07-24T04:20:35.7653050Z tensor input remains the same as the original :class:`DTensor` input 2025-07-24T04:20:35.7653180Z and use that for gradient computation. Default: None. 2025-07-24T04:20:35.7653260Z device_mesh (:class:`DeviceMesh`, optional): 2025-07-24T04:20:35.7653400Z the device mesh that the output :class:`DTensor` s are placed on. If not 2025-07-24T04:20:35.7653550Z specified, this will be inferred from the first input :class:`DTensor`'s device 2025-07-24T04:20:35.7653630Z mesh. Default: None. 2025-07-24T04:20:35.7653670Z 2025-07-24T04:20:35.7653720Z Keyword Args: 2025-07-24T04:20:35.7653790Z redistribute_inputs (bool, optional): 2025-07-24T04:20:35.7653970Z the bool value indicating whether to reshard the input :class:`DTensor` s when 2025-07-24T04:20:35.7654120Z their placements are different from the required input placements. If this 2025-07-24T04:20:35.7654280Z value is ``False`` and some :class:`DTensor` input has a different placement, 2025-07-24T04:20:35.7654370Z an exception will be raised. Default: False. 2025-07-24T04:20:35.7654410Z 2025-07-24T04:20:35.7654460Z Returns: 2025-07-24T04:20:35.7654610Z A ``Callable`` that applies ``func`` to each local shard of the input :class:`DTensor` 2025-07-24T04:20:35.7654760Z and returns a :class:`DTensor` constructed from the return value of ``func``. 2025-07-24T04:20:35.7654800Z 2025-07-24T04:20:35.7654840Z Raises: 2025-07-24T04:20:35.7654990Z AssertionError: For any non-DTensor output, we require its corresponding 2025-07-24T04:20:35.7655150Z output placement in ``out_placements`` be None. An AssertionError will be raised 2025-07-24T04:20:35.7655210Z if this is not the case. 2025-07-24T04:20:35.7655250Z 2025-07-24T04:20:35.7655410Z ValueError: If ``redistribute_inputs=False`` but the input :class:`DTensor` needs 2025-07-24T04:20:35.7655500Z a redistribution according to ``in_placements``. 2025-07-24T04:20:35.7655540Z 2025-07-24T04:20:35.7655580Z Example: 2025-07-24T04:20:35.7655650Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:35.7655740Z >>> def mm_allreduce_forward(device_mesh, W, X): 2025-07-24T04:20:35.7655810Z >>> partial_sum_tensor = torch.mm(W, X) 2025-07-24T04:20:35.7655960Z >>> reduced_tensor = funcol.all_reduce(partial_sum_tensor, "sum", device_mesh) 2025-07-24T04:20:35.7656020Z >>> return reduced_tensor 2025-07-24T04:20:35.7656060Z >>> 2025-07-24T04:20:35.7656140Z >>> W = torch.randn(12, 8, requires_grad=False) 2025-07-24T04:20:35.7656220Z >>> X = torch.randn(8, 16, requires_grad=False) 2025-07-24T04:20:35.7656270Z >>> Y = torch.mm(W, X) 2025-07-24T04:20:35.7656390Z >>> row_wise = [Shard(0)] # row-wise sharding placements on 1-d mesh 2025-07-24T04:20:35.7656500Z >>> col_wise = [Shard(1)] # col-wise sharding placements on 1-d mesh 2025-07-24T04:20:35.7656550Z >>> 2025-07-24T04:20:35.7656710Z >>> # local_mm_allreduce_forward is the function wrapped with DTensor/Tensor conversion 2025-07-24T04:20:35.7656790Z >>> local_mm_allreduce_forward = local_map( 2025-07-24T04:20:35.7656850Z >>> mm_allreduce_forward, 2025-07-24T04:20:35.7656920Z >>> out_placements=[Replicate()], 2025-07-24T04:20:35.7656990Z >>> in_placements=[col_wise, row_wise], 2025-07-24T04:20:35.7657050Z >>> device_mesh=device_mesh, 2025-07-24T04:20:35.7657090Z >>> ) 2025-07-24T04:20:35.7657130Z >>> 2025-07-24T04:20:35.7657190Z >>> W_dt = distribute_tensor( 2025-07-24T04:20:35.7657250Z ... W, device_mesh, (col_wise) 2025-07-24T04:20:35.7657310Z ... ) # col-wisely sharded W tensor 2025-07-24T04:20:35.7657370Z >>> X_dt = distribute_tensor( 2025-07-24T04:20:35.7657430Z ... X, device_mesh, (row_wise) 2025-07-24T04:20:35.7657490Z ... ) # row-wisely sharded X tensor 2025-07-24T04:20:35.7657580Z >>> Y_dt = local_mm_allreduce_forward( 2025-07-24T04:20:35.7657640Z ... device_mesh, W_dt, X_dt 2025-07-24T04:20:35.7657730Z ... ) # apply local_mm_allreduce_forward to DTensors 2025-07-24T04:20:35.7657770Z 2025-07-24T04:20:35.7657890Z .. note:: This API is currently experimental and subject to change 2025-07-24T04:20:35.7657930Z 2025-07-24T04:20:35.7658090Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7658140Z 2025-07-24T04:20:35.7658200Z warnings.warn(msg) 2025-07-24T04:20:35.7658230Z 2025-07-24T04:20:35.7658350Z --- Parse Warning: 88 / 136 --- 2025-07-24T04:20:35.7659120Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=PrepareModuleInput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=428. 2025-07-24T04:20:35.7659280Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7659320Z 2025-07-24T04:20:35.7659550Z Configure the nn.Module's inputs to convert the input tensors of the nn.Module to DTensors at runtime according to 2025-07-24T04:20:35.7659740Z ``input_layouts``, and perform layout redistribution according to the ``desired_input_layouts``. 2025-07-24T04:20:35.7659790Z 2025-07-24T04:20:35.7659830Z Keyword Args: 2025-07-24T04:20:35.7659960Z input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-07-24T04:20:35.7660150Z The DTensor layouts of input tensors for the nn.Module, this is used to convert the input tensors to 2025-07-24T04:20:35.7660370Z DTensors. If some inputs are not torch.Tensor or no need to convert to DTensors, ``None`` need to be specified 2025-07-24T04:20:35.7660440Z as a placeholder. default: None. 2025-07-24T04:20:35.7660580Z desired_input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-07-24T04:20:35.7660810Z The desired DTensor layout of input tensors for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-07-24T04:20:35.7661040Z have the desired DTensor layouts. This argument needs to have the same length with ``input_layouts``. default: None. 2025-07-24T04:20:35.7661120Z input_kwarg_layouts (Dict[str, Placement]): 2025-07-24T04:20:35.7661340Z The DTensor layouts of input kwargs for the nn.Module, this is used to convert the input kwarg tensors to DTensors. 2025-07-24T04:20:35.7661390Z default: None 2025-07-24T04:20:35.7661490Z desired_input_kwarg_layouts: (Dict[str, Placement]): 2025-07-24T04:20:35.7661710Z The desired DTensor layout of input kwargs for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-07-24T04:20:35.7661800Z have the desired DTensor layouts. default: None. 2025-07-24T04:20:35.7661870Z use_local_output (bool, optional): 2025-07-24T04:20:35.7662090Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module inputs, default: False. 2025-07-24T04:20:35.7662130Z Returns: 2025-07-24T04:20:35.7662320Z A :class:`ParallelStyle` object that prepares the sharding layouts of the nn.Module's inputs. 2025-07-24T04:20:35.7662370Z 2025-07-24T04:20:35.7662410Z Example:: 2025-07-24T04:20:35.7662470Z >>> # xdoctest: +SKIP(failing) 2025-07-24T04:20:35.7662660Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleInput 2025-07-24T04:20:35.7662780Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-07-24T04:20:35.7662820Z >>> ... 2025-07-24T04:20:35.7663010Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-07-24T04:20:35.7663090Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-07-24T04:20:35.7663170Z >>> 2025-07-24T04:20:35.7663380Z >>> # According to the style specified below, the first input of attn will be annotated to Sharded DTensor 2025-07-24T04:20:35.7663460Z >>> # and then redistributed to Replicated DTensor. 2025-07-24T04:20:35.7663520Z >>> parallelize_module( 2025-07-24T04:20:35.7663600Z >>> block, # this can be a submodule or module 2025-07-24T04:20:35.7663650Z >>> tp_mesh, 2025-07-24T04:20:35.7663740Z >>> parallelize_plan={ 2025-07-24T04:20:35.7663810Z >>> "attn": PrepareModuleInput( 2025-07-24T04:20:35.7663900Z >>> input_layouts=(Shard(0), None, None, ...), 2025-07-24T04:20:35.7664020Z >>> desired_input_layouts=(Replicate(), None, None, ...) 2025-07-24T04:20:35.7664060Z >>> ), 2025-07-24T04:20:35.7664110Z >>> } 2025-07-24T04:20:35.7664170Z >>> ) 2025-07-24T04:20:35.7664220Z 2025-07-24T04:20:35.7664370Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7664410Z 2025-07-24T04:20:35.7664460Z warnings.warn(msg) 2025-07-24T04:20:35.7664500Z 2025-07-24T04:20:35.7664600Z --- Parse Warning: 89 / 136 --- 2025-07-24T04:20:35.7665330Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=PrepareModuleOutput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=597. 2025-07-24T04:20:35.7665490Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7665530Z 2025-07-24T04:20:35.7665760Z Configure the nn.Module's outputs to convert the output tensors of the nn.Module to DTensors at runtime according to 2025-07-24T04:20:35.7665960Z ``output_layouts``, and perform layout redistribution according to the ``desired_output_layouts``. 2025-07-24T04:20:35.7666000Z 2025-07-24T04:20:35.7666050Z Keyword Args: 2025-07-24T04:20:35.7666150Z output_layouts (Union[Placement, Tuple[Placement]]): 2025-07-24T04:20:35.7666350Z The DTensor layouts of output tensors for the nn.Module, this is used to convert the output tensors to 2025-07-24T04:20:35.7666580Z DTensors if they are :class:`torch.Tensor`. If some outputs are not torch.Tensor or no need to convert to DTensors, 2025-07-24T04:20:35.7666670Z ``None`` need to be specified as a placeholder. 2025-07-24T04:20:35.7666790Z desired_output_layouts (Union[Placement, Tuple[Placement]]): 2025-07-24T04:20:35.7667020Z The desired DTensor layouts of output tensors for the nn.Module, this is used to ensure the outputs of the nn.Module 2025-07-24T04:20:35.7667090Z have the desired DTensor layouts. 2025-07-24T04:20:35.7667150Z use_local_output (bool, optional): 2025-07-24T04:20:35.7667370Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module outputs, default: True. 2025-07-24T04:20:35.7667420Z Returns: 2025-07-24T04:20:35.7667600Z A ParallelStyle object that prepares the sharding layouts of the nn.Module's outputs. 2025-07-24T04:20:35.7667640Z 2025-07-24T04:20:35.7667680Z Example:: 2025-07-24T04:20:35.7667740Z >>> # xdoctest: +SKIP(failing) 2025-07-24T04:20:35.7667930Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleOutput 2025-07-24T04:20:35.7668050Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-07-24T04:20:35.7668090Z >>> ... 2025-07-24T04:20:35.7668280Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-07-24T04:20:35.7668360Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-07-24T04:20:35.7668400Z >>> 2025-07-24T04:20:35.7668640Z >>> # According to the style specified below, the output of the TransformerBlock will be converted to Replicated DTensor 2025-07-24T04:20:35.7668750Z >>> # and then redistributed to Sharded DTensor. 2025-07-24T04:20:35.7668800Z >>> parallelize_module( 2025-07-24T04:20:35.7668900Z >>> block, # this can be a submodule or module 2025-07-24T04:20:35.7668950Z >>> tp_mesh, 2025-07-24T04:20:35.7669040Z >>> parallelize_plan = PrepareModuleOutput( 2025-07-24T04:20:35.7669130Z >>> output_layouts=Replicate(), 2025-07-24T04:20:35.7669200Z >>> desired_output_layouts=Shard(0) 2025-07-24T04:20:35.7669240Z >>> ) 2025-07-24T04:20:35.7669280Z >>> ) 2025-07-24T04:20:35.7669350Z 2025-07-24T04:20:35.7669510Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7669550Z 2025-07-24T04:20:35.7669620Z warnings.warn(msg) 2025-07-24T04:20:35.7669660Z 2025-07-24T04:20:35.7669760Z --- Parse Warning: 90 / 136 --- 2025-07-24T04:20:35.7670500Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=PrepareModuleInputOutput in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/tensor/parallel/style.py line=705. 2025-07-24T04:20:35.7670660Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7670700Z 2025-07-24T04:20:35.7670960Z Configure the nn.Module's inputs (and outputs) to convert the input tensors (and output tensors, respectively) of the nn.Module 2025-07-24T04:20:35.7671210Z to DTensors at runtime according to ``input_layouts`` (and output_layouts, respectively), and perform layout redistribution 2025-07-24T04:20:35.7671430Z according to the ``desired_input_layouts`` (and ``desired_output_layouts``, respectively). This is a combination of 2025-07-24T04:20:35.7671570Z :class:`PrepareModuleInput` and :class:`PrepareModuleOutput`. 2025-07-24T04:20:35.7671610Z 2025-07-24T04:20:35.7671650Z Keyword Args: 2025-07-24T04:20:35.7671770Z input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-07-24T04:20:35.7671970Z The DTensor layouts of input tensors for the nn.Module, this is used to convert the input tensors to 2025-07-24T04:20:35.7672190Z DTensors. If some inputs are not torch.Tensor or no need to convert to DTensors, ``None`` need to be specified 2025-07-24T04:20:35.7672260Z as a placeholder. default: None. 2025-07-24T04:20:35.7672400Z desired_input_layouts (Union[Placement, Tuple[Optional[Placement]]]): 2025-07-24T04:20:35.7672620Z The desired DTensor layout of input tensors for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-07-24T04:20:35.7672850Z have the desired DTensor layouts. This argument needs to have the same length with ``input_layouts``. default: None. 2025-07-24T04:20:35.7672940Z input_kwarg_layouts (Dict[str, Placement]): 2025-07-24T04:20:35.7673160Z The DTensor layouts of input kwargs for the nn.Module, this is used to convert the input kwarg tensors to DTensors. 2025-07-24T04:20:35.7673210Z default: None 2025-07-24T04:20:35.7673310Z desired_input_kwarg_layouts: (Dict[str, Placement]): 2025-07-24T04:20:35.7673520Z The desired DTensor layout of input kwargs for the nn.Module, this is used to ensure the inputs of the nn.Module 2025-07-24T04:20:35.7673620Z have the desired DTensor layouts. default: None. 2025-07-24T04:20:35.7673680Z use_local_input (bool, optional): 2025-07-24T04:20:35.7673900Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module inputs, default: False. 2025-07-24T04:20:35.7674000Z output_layouts (Union[Placement, Tuple[Placement]]): 2025-07-24T04:20:35.7674200Z The DTensor layouts of output tensors for the nn.Module, this is used to convert the output tensors to 2025-07-24T04:20:35.7674450Z DTensors if they are :class:`torch.Tensor`. If some outputs are not torch.Tensor or no need to convert to DTensors, 2025-07-24T04:20:35.7674540Z ``None`` need to be specified as a placeholder. 2025-07-24T04:20:35.7674660Z desired_output_layouts (Union[Placement, Tuple[Placement]]): 2025-07-24T04:20:35.7674880Z The desired DTensor layouts of output tensors for the nn.Module, this is used to ensure the outputs of the nn.Module 2025-07-24T04:20:35.7674970Z have the desired DTensor layouts. 2025-07-24T04:20:35.7675060Z use_local_output (bool, optional): 2025-07-24T04:20:35.7675270Z Whether to use local :class:`torch.Tensor` instead of :class:`DTensor` for the module outputs, default: True. 2025-07-24T04:20:35.7675320Z Returns: 2025-07-24T04:20:35.7675570Z A :class:`ParallelStyle` object that prepares the sharding layouts of the nn.Module's inputs and outputs. 2025-07-24T04:20:35.7675620Z 2025-07-24T04:20:35.7675660Z Example:: 2025-07-24T04:20:35.7675720Z >>> # xdoctest: +SKIP(failing) 2025-07-24T04:20:35.7675920Z >>> from torch.distributed.tensor.parallel import parallelize_module, PrepareModuleInputOutput 2025-07-24T04:20:35.7676040Z >>> from torch.distributed.device_mesh import init_device_mesh 2025-07-24T04:20:35.7676090Z >>> ... 2025-07-24T04:20:35.7676270Z >>> block = TransformerBlock(...) # block is a nn.Module that contains an "attn" Attention submodule 2025-07-24T04:20:35.7676350Z >>> tp_mesh = init_device_mesh("cuda", (8,)) 2025-07-24T04:20:35.7676390Z >>> 2025-07-24T04:20:35.7676590Z >>> # According to the style specified below, the first input of attn will be annotated as Sharded DTensor 2025-07-24T04:20:35.7676810Z >>> # and then redistributed to Replicated DTensor, and the output of the TransformerBlock will be annotated 2025-07-24T04:20:35.7676940Z >>> # as Replicated DTensor and then redistributed to Sharded DTensor. 2025-07-24T04:20:35.7677000Z >>> parallelize_module( 2025-07-24T04:20:35.7677080Z >>> block, # this can be a submodule or module 2025-07-24T04:20:35.7677130Z >>> tp_mesh, 2025-07-24T04:20:35.7677190Z >>> parallelize_plan={ 2025-07-24T04:20:35.7677270Z >>> "attn": PrepareModuleInputOutput( 2025-07-24T04:20:35.7677360Z >>> input_layouts=(Shard(0), None, None, ...), 2025-07-24T04:20:35.7677460Z >>> desired_input_layouts=(Replicate(), None, None, ...), 2025-07-24T04:20:35.7677540Z >>> output_layouts=Replicate(), 2025-07-24T04:20:35.7677610Z >>> desired_output_layouts=Shard(0), 2025-07-24T04:20:35.7677660Z >>> ), 2025-07-24T04:20:35.7677700Z >>> } 2025-07-24T04:20:35.7677740Z >>> ) 2025-07-24T04:20:35.7677780Z 2025-07-24T04:20:35.7677930Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7677980Z 2025-07-24T04:20:35.7678030Z warnings.warn(msg) 2025-07-24T04:20:35.7678070Z 2025-07-24T04:20:35.7678170Z --- Parse Warning: 91 / 136 --- 2025-07-24T04:20:35.7678840Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=async_execution in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/rpc/functions.py line=6. 2025-07-24T04:20:35.7679000Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7679040Z 2025-07-24T04:20:35.7679190Z A decorator for a function indicating that the return value of the function 2025-07-24T04:20:35.7679320Z is guaranteed to be a :class:`~torch.futures.Future` object and this 2025-07-24T04:20:35.7679460Z function can run asynchronously on the RPC callee. More specifically, the 2025-07-24T04:20:35.7679630Z callee extracts the :class:`~torch.futures.Future` returned by the wrapped 2025-07-24T04:20:35.7679770Z function and installs subsequent processing steps as a callback to that 2025-07-24T04:20:35.7679910Z :class:`~torch.futures.Future`. The installed callback will read the value 2025-07-24T04:20:35.7680040Z from the :class:`~torch.futures.Future` when completed and send the 2025-07-24T04:20:35.7680170Z value back as the RPC response. That also means the returned 2025-07-24T04:20:35.7680310Z :class:`~torch.futures.Future` only exists on the callee side and is never 2025-07-24T04:20:35.7680470Z sent through RPC. This decorator is useful when the wrapped function's 2025-07-24T04:20:35.7680590Z (``fn``) execution needs to pause and resume due to, e.g., containing 2025-07-24T04:20:35.7680740Z :meth:`~torch.distributed.rpc.rpc_async` or waiting for other signals. 2025-07-24T04:20:35.7680790Z 2025-07-24T04:20:35.7680920Z .. note:: To enable asynchronous execution, applications must pass the 2025-07-24T04:20:35.7681060Z function object returned by this decorator to RPC APIs. If RPC detected 2025-07-24T04:20:35.7681190Z attributes installed by this decorator, it knows that this function 2025-07-24T04:20:35.7681310Z returns a ``Future`` object and will handle that accordingly. 2025-07-24T04:20:35.7681440Z However, this does not mean this decorator has to be outmost one when 2025-07-24T04:20:35.7681580Z defining a function. For example, when combined with ``@staticmethod`` 2025-07-24T04:20:35.7681710Z or ``@classmethod``, ``@rpc.functions.async_execution`` needs to be the 2025-07-24T04:20:35.7681840Z inner decorator to allow the target function be recognized as a static 2025-07-24T04:20:35.7681980Z or class function. This target function can still execute asynchronously 2025-07-24T04:20:35.7682120Z because, when accessed, the static or class method preserves attributes 2025-07-24T04:20:35.7682210Z installed by ``@rpc.functions.async_execution``. 2025-07-24T04:20:35.7682260Z 2025-07-24T04:20:35.7682300Z 2025-07-24T04:20:35.7682340Z Example:: 2025-07-24T04:20:35.7682460Z The returned :class:`~torch.futures.Future` object can come from 2025-07-24T04:20:35.7682540Z :meth:`~torch.distributed.rpc.rpc_async`, 2025-07-24T04:20:35.7682680Z :meth:`~torch.futures.Future.then`, or :class:`~torch.futures.Future` 2025-07-24T04:20:35.7682790Z constructor. The example below shows directly using the 2025-07-24T04:20:35.7682870Z :class:`~torch.futures.Future` returned by 2025-07-24T04:20:35.7682940Z :meth:`~torch.futures.Future.then`. 2025-07-24T04:20:35.7682980Z 2025-07-24T04:20:35.7683050Z >>> from torch.distributed import rpc 2025-07-24T04:20:35.7683090Z >>> 2025-07-24T04:20:35.7683160Z >>> # omitting setup and shutdown RPC 2025-07-24T04:20:35.7683200Z >>> 2025-07-24T04:20:35.7683250Z >>> # On all workers 2025-07-24T04:20:35.7683320Z >>> @rpc.functions.async_execution 2025-07-24T04:20:35.7683390Z >>> def async_add_chained(to, x, y, z): 2025-07-24T04:20:35.7683500Z >>> # This function runs on "worker1" and returns immediately when 2025-07-24T04:20:35.7683620Z >>> # the callback is installed through the `then(cb)` API. In the 2025-07-24T04:20:35.7683730Z >>> # mean time, the `rpc_async` to "worker2" can run concurrently. 2025-07-24T04:20:35.7683840Z >>> # When the return value of that `rpc_async` arrives at 2025-07-24T04:20:35.7683950Z >>> # "worker1", "worker1" will run the lambda function accordingly 2025-07-24T04:20:35.7684070Z >>> # and set the value for the previously returned `Future`, which 2025-07-24T04:20:35.7684180Z >>> # will then trigger RPC to send the result back to "worker0". 2025-07-24T04:20:35.7684290Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-07-24T04:20:35.7684390Z >>> lambda fut: fut.wait() + z 2025-07-24T04:20:35.7684430Z >>> ) 2025-07-24T04:20:35.7684470Z >>> 2025-07-24T04:20:35.7684520Z >>> # On worker0 2025-07-24T04:20:35.7684570Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7684630Z >>> ret = rpc.rpc_sync( 2025-07-24T04:20:35.7684680Z >>> "worker1", 2025-07-24T04:20:35.7684840Z >>> async_add_chained, 2025-07-24T04:20:35.7684920Z >>> args=("worker2", torch.ones(2), 1, 1) 2025-07-24T04:20:35.7684960Z >>> ) 2025-07-24T04:20:35.7685030Z >>> print(ret) # prints tensor([3., 3.]) 2025-07-24T04:20:35.7685090Z 2025-07-24T04:20:35.7685230Z When combined with TorchScript decorators, this decorator must be the 2025-07-24T04:20:35.7685270Z outmost one. 2025-07-24T04:20:35.7685330Z 2025-07-24T04:20:35.7685390Z >>> from torch import Tensor 2025-07-24T04:20:35.7685460Z >>> from torch.futures import Future 2025-07-24T04:20:35.7685530Z >>> from torch.distributed import rpc 2025-07-24T04:20:35.7685570Z >>> 2025-07-24T04:20:35.7685640Z >>> # omitting setup and shutdown RPC 2025-07-24T04:20:35.7685680Z >>> 2025-07-24T04:20:35.7685730Z >>> # On all workers 2025-07-24T04:20:35.7685780Z >>> @torch.jit.script 2025-07-24T04:20:35.7685870Z >>> def script_add(x: Tensor, y: Tensor) -> Tensor: 2025-07-24T04:20:35.7685930Z >>> return x + y 2025-07-24T04:20:35.7685970Z >>> 2025-07-24T04:20:35.7686030Z >>> @rpc.functions.async_execution 2025-07-24T04:20:35.7686090Z >>> @torch.jit.script 2025-07-24T04:20:35.7686200Z >>> def async_add(to: str, x: Tensor, y: Tensor) -> Future[Tensor]: 2025-07-24T04:20:35.7686290Z >>> return rpc.rpc_async(to, script_add, (x, y)) 2025-07-24T04:20:35.7686330Z >>> 2025-07-24T04:20:35.7686380Z >>> # On worker0 2025-07-24T04:20:35.7686440Z >>> ret = rpc.rpc_sync( 2025-07-24T04:20:35.7686490Z >>> "worker1", 2025-07-24T04:20:35.7686530Z >>> async_add, 2025-07-24T04:20:35.7686600Z >>> args=("worker2", torch.ones(2), 1) 2025-07-24T04:20:35.7686640Z >>> ) 2025-07-24T04:20:35.7686710Z >>> print(ret) # prints tensor([2., 2.]) 2025-07-24T04:20:35.7686760Z 2025-07-24T04:20:35.7686890Z When combined with static or class method, this decorator must be the 2025-07-24T04:20:35.7686930Z inner one. 2025-07-24T04:20:35.7686970Z 2025-07-24T04:20:35.7687040Z >>> from torch.distributed import rpc 2025-07-24T04:20:35.7687080Z >>> 2025-07-24T04:20:35.7687150Z >>> # omitting setup and shutdown RPC 2025-07-24T04:20:35.7687190Z >>> 2025-07-24T04:20:35.7687240Z >>> # On all workers 2025-07-24T04:20:35.7687300Z >>> class AsyncExecutionClass: 2025-07-24T04:20:35.7687340Z >>> 2025-07-24T04:20:35.7687400Z >>> @staticmethod 2025-07-24T04:20:35.7687470Z >>> @rpc.functions.async_execution 2025-07-24T04:20:35.7687540Z >>> def static_async_add(to, x, y, z): 2025-07-24T04:20:35.7687640Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-07-24T04:20:35.7687710Z >>> lambda fut: fut.wait() + z 2025-07-24T04:20:35.7687760Z >>> ) 2025-07-24T04:20:35.7687800Z >>> 2025-07-24T04:20:35.7687850Z >>> @classmethod 2025-07-24T04:20:35.7687920Z >>> @rpc.functions.async_execution 2025-07-24T04:20:35.7687990Z >>> def class_async_add(cls, to, x, y, z): 2025-07-24T04:20:35.7688070Z >>> ret_fut = torch.futures.Future() 2025-07-24T04:20:35.7688160Z >>> rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-07-24T04:20:35.7688260Z >>> lambda fut: ret_fut.set_result(fut.wait() + z) 2025-07-24T04:20:35.7688300Z >>> ) 2025-07-24T04:20:35.7688380Z >>> return ret_fut 2025-07-24T04:20:35.7688420Z >>> 2025-07-24T04:20:35.7688490Z >>> @rpc.functions.async_execution 2025-07-24T04:20:35.7688570Z >>> def bound_async_add(self, to, x, y, z): 2025-07-24T04:20:35.7688670Z >>> return rpc.rpc_async(to, torch.add, args=(x, y)).then( 2025-07-24T04:20:35.7688740Z >>> lambda fut: fut.wait() + z 2025-07-24T04:20:35.7688780Z >>> ) 2025-07-24T04:20:35.7688850Z >>> 2025-07-24T04:20:35.7688890Z >>> # On worker0 2025-07-24T04:20:35.7688950Z >>> ret = rpc.rpc_sync( 2025-07-24T04:20:35.7689000Z >>> "worker1", 2025-07-24T04:20:35.7689110Z >>> AsyncExecutionClass.static_async_add, 2025-07-24T04:20:35.7689180Z >>> args=("worker2", torch.ones(2), 1, 2) 2025-07-24T04:20:35.7689220Z >>> ) 2025-07-24T04:20:35.7689310Z >>> print(ret) # prints tensor([4., 4.]) 2025-07-24T04:20:35.7689350Z >>> 2025-07-24T04:20:35.7689410Z >>> ret = rpc.rpc_sync( 2025-07-24T04:20:35.7689460Z >>> "worker1", 2025-07-24T04:20:35.7689540Z >>> AsyncExecutionClass.class_async_add, 2025-07-24T04:20:35.7689610Z >>> args=("worker2", torch.ones(2), 1, 2) 2025-07-24T04:20:35.7689650Z >>> ) 2025-07-24T04:20:35.7689720Z >>> print(ret) # prints tensor([4., 4.]) 2025-07-24T04:20:35.7689760Z 2025-07-24T04:20:35.7689860Z This decorator also works with RRef helpers, i.e., . 2025-07-24T04:20:35.7689950Z :meth:`torch.distributed.rpc.RRef.rpc_sync`, 2025-07-24T04:20:35.7690040Z :meth:`torch.distributed.rpc.RRef.rpc_async`, and 2025-07-24T04:20:35.7690130Z :meth:`torch.distributed.rpc.RRef.remote`. 2025-07-24T04:20:35.7690170Z 2025-07-24T04:20:35.7690240Z >>> from torch.distributed import rpc 2025-07-24T04:20:35.7690280Z >>> 2025-07-24T04:20:35.7690360Z >>> # reuse the AsyncExecutionClass class above 2025-07-24T04:20:35.7690460Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-07-24T04:20:35.7690590Z >>> ret = rref.rpc_sync().static_async_add("worker2", torch.ones(2), 1, 2) 2025-07-24T04:20:35.7690660Z >>> print(ret) # prints tensor([4., 4.]) 2025-07-24T04:20:35.7690700Z >>> 2025-07-24T04:20:35.7690790Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-07-24T04:20:35.7690930Z >>> ret = rref.rpc_async().static_async_add("worker2", torch.ones(2), 1, 2).wait() 2025-07-24T04:20:35.7691010Z >>> print(ret) # prints tensor([4., 4.]) 2025-07-24T04:20:35.7691050Z >>> 2025-07-24T04:20:35.7691140Z >>> rref = rpc.remote("worker1", AsyncExecutionClass) 2025-07-24T04:20:35.7691280Z >>> ret = rref.remote().static_async_add("worker2", torch.ones(2), 1, 2).to_here() 2025-07-24T04:20:35.7691350Z >>> print(ret) # prints tensor([4., 4.]) 2025-07-24T04:20:35.7691390Z 2025-07-24T04:20:35.7691540Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7691590Z 2025-07-24T04:20:35.7691640Z warnings.warn(msg) 2025-07-24T04:20:35.7691680Z 2025-07-24T04:20:35.7691780Z --- Parse Warning: 92 / 136 --- 2025-07-24T04:20:35.7692530Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=TensorPipeRpcBackendOptions.set_device_map in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/rpc/options.py line=113. 2025-07-24T04:20:35.7692690Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7692730Z 2025-07-24T04:20:35.7692860Z Set device mapping between each RPC caller and callee pair. This 2025-07-24T04:20:35.7692970Z function can be called multiple times to incrementally add 2025-07-24T04:20:35.7693040Z device placement configurations. 2025-07-24T04:20:35.7693100Z 2025-07-24T04:20:35.7693140Z Args: 2025-07-24T04:20:35.7693200Z to (str): Callee name. 2025-07-24T04:20:35.7693320Z device_map (Dict of int, str, or torch.device): Device placement 2025-07-24T04:20:35.7693430Z mappings from this worker to the callee. This map must be 2025-07-24T04:20:35.7693480Z invertible. 2025-07-24T04:20:35.7693520Z 2025-07-24T04:20:35.7693560Z Example: 2025-07-24T04:20:35.7693650Z >>> # xdoctest: +SKIP("distributed") 2025-07-24T04:20:35.7693700Z >>> # both workers 2025-07-24T04:20:35.7693750Z >>> def add(x, y): 2025-07-24T04:20:35.7693840Z >>> print(x) # tensor([1., 1.], device='cuda:1') 2025-07-24T04:20:35.7693920Z >>> return x + y, (x + y).to(2) 2025-07-24T04:20:35.7693960Z >>> 2025-07-24T04:20:35.7694010Z >>> # on worker 0 2025-07-24T04:20:35.7694120Z >>> options = TensorPipeRpcBackendOptions( 2025-07-24T04:20:35.7694180Z >>> num_worker_threads=8, 2025-07-24T04:20:35.7694250Z >>> device_maps={"worker1": {0: 1}} 2025-07-24T04:20:35.7694330Z >>> # maps worker0's cuda:0 to worker1's cuda:1 2025-07-24T04:20:35.7694370Z >>> ) 2025-07-24T04:20:35.7694450Z >>> options.set_device_map("worker1", {1: 2}) 2025-07-24T04:20:35.7694530Z >>> # maps worker0's cuda:1 to worker1's cuda:2 2025-07-24T04:20:35.7694570Z >>> 2025-07-24T04:20:35.7694620Z >>> rpc.init_rpc( 2025-07-24T04:20:35.7694670Z >>> "worker0", 2025-07-24T04:20:35.7694720Z >>> rank=0, 2025-07-24T04:20:35.7694770Z >>> world_size=2, 2025-07-24T04:20:35.7694850Z >>> backend=rpc.BackendType.TENSORPIPE, 2025-07-24T04:20:35.7694910Z >>> rpc_backend_options=options 2025-07-24T04:20:35.7694950Z >>> ) 2025-07-24T04:20:35.7694990Z >>> 2025-07-24T04:20:35.7695040Z >>> x = torch.ones(2) 2025-07-24T04:20:35.7695140Z >>> rets = rpc.rpc_sync("worker1", add, args=(x.to(0), 1)) 2025-07-24T04:20:35.7695260Z >>> # The first argument will be moved to cuda:1 on worker1. When 2025-07-24T04:20:35.7695370Z >>> # sending the return value back, it will follow the invert of 2025-07-24T04:20:35.7695480Z >>> # the device map, and hence will be moved back to cuda:0 and 2025-07-24T04:20:35.7695530Z >>> # cuda:1 on worker0 2025-07-24T04:20:35.7695620Z >>> print(rets[0]) # tensor([2., 2.], device='cuda:0') 2025-07-24T04:20:35.7695710Z >>> print(rets[1]) # tensor([2., 2.], device='cuda:1') 2025-07-24T04:20:35.7695760Z 2025-07-24T04:20:35.7695910Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7695950Z 2025-07-24T04:20:35.7696000Z warnings.warn(msg) 2025-07-24T04:20:35.7696040Z 2025-07-24T04:20:35.7696140Z --- Parse Warning: 93 / 136 --- 2025-07-24T04:20:35.7696910Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=_server_process_global_profile in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributed/rpc/server_process_global_profiler.py line=19. 2025-07-24T04:20:35.7697070Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7697110Z 2025-07-24T04:20:35.7697240Z It has the same API as ``torch.autograd.profiler.profile`` class, 2025-07-24T04:20:35.7697410Z except that it enables profiling on all threads running RPC server request callbacks. 2025-07-24T04:20:35.7697450Z 2025-07-24T04:20:35.7697620Z Context manager that manages autograd profiler state and holds a summary of results. 2025-07-24T04:20:35.7697760Z Under the hood it just records events of functions being executed in C++ and 2025-07-24T04:20:35.7697900Z exposes those events to Python. You can wrap any code into it and it will 2025-07-24T04:20:35.7698000Z only report runtime of PyTorch functions. 2025-07-24T04:20:35.7698160Z Note: profiler is thread local and is automatically propagated into the async tasks 2025-07-24T04:20:35.7698210Z 2025-07-24T04:20:35.7698250Z Args: 2025-07-24T04:20:35.7698410Z enabled (bool, optional): Setting this to False makes this context manager a no-op. 2025-07-24T04:20:35.7698460Z Default: ``True``. 2025-07-24T04:20:35.7698500Z 2025-07-24T04:20:35.7698690Z use_cuda (bool, optional): Enables timing of CUDA events as well using the cudaEvent API. 2025-07-24T04:20:35.7698820Z Adds approximately 4us of overhead to each tensor operation. 2025-07-24T04:20:35.7698890Z Default: ``False`` 2025-07-24T04:20:35.7698930Z 2025-07-24T04:20:35.7699070Z record_shapes (bool, optional): If shapes recording is set, information 2025-07-24T04:20:35.7699230Z about input dimensions will be collected. This allows one to see which 2025-07-24T04:20:35.7699370Z dimensions have been used under the hood and further group by them 2025-07-24T04:20:35.7699500Z using prof.key_averages(group_by_input_shape=True). Please note that 2025-07-24T04:20:35.7699640Z shape recording might skew your profiling data. It is recommended to 2025-07-24T04:20:35.7699780Z use separate runs with and without shape recording to validate the timing. 2025-07-24T04:20:35.7699920Z Most likely the skew will be negligible for bottom most events (in a case 2025-07-24T04:20:35.7700060Z of nested function calls). But for higher level functions the total 2025-07-24T04:20:35.7700190Z self cpu time might be artificially increased because of the shape 2025-07-24T04:20:35.7700240Z collection. 2025-07-24T04:20:35.7700280Z 2025-07-24T04:20:35.7700440Z profile_memory (bool, optional): Whether to report memory usage, default: ``False`` 2025-07-24T04:20:35.7700480Z 2025-07-24T04:20:35.7700530Z .. warning:: 2025-07-24T04:20:35.7700650Z Enabling memory profiling incurs additional profiler overhead 2025-07-24T04:20:35.7700690Z 2025-07-24T04:20:35.7700740Z .. warning:: 2025-07-24T04:20:35.7700910Z Due to some CUDA multiprocessing limitations (see :ref:`multiprocessing-cuda-note`), 2025-07-24T04:20:35.7701030Z one cannot use the profiler with ``use_cuda = True`` to benchmark 2025-07-24T04:20:35.7701170Z DataLoaders with ``num_workers > 0``. If you wish to benchmark data loading, 2025-07-24T04:20:35.7701280Z please use ``use_cuda = False`` or ``num_workers = 0``. 2025-07-24T04:20:35.7701320Z 2025-07-24T04:20:35.7701360Z Example: 2025-07-24T04:20:35.7701410Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7701470Z >>> # On worker 0: 2025-07-24T04:20:35.7704100Z >>> import torch 2025-07-24T04:20:35.7704190Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:35.7704280Z >>> rpc.init_rpc("worker0", rank=0, world_size=2) 2025-07-24T04:20:35.7704360Z >>> x, y = torch.tensor(1), torch.tensor(2) 2025-07-24T04:20:35.7704420Z >>> outer_profile_rref = rpc.remote( 2025-07-24T04:20:35.7704530Z ... dst_worker_name, rpc._server_process_global_profile 2025-07-24T04:20:35.7704570Z ... ) 2025-07-24T04:20:35.7704650Z >>> outer_profile_rref.rpc_sync().__enter__() 2025-07-24T04:20:35.7704740Z >>> rpc.rpc_sync(dst_worker_name, torch.add, (x, y)) 2025-07-24T04:20:35.7704810Z >>> inner_profile_rref = rpc.remote( 2025-07-24T04:20:35.7704910Z ... dst_worker_name, rpc._server_process_global_profile 2025-07-24T04:20:35.7704950Z ... ) 2025-07-24T04:20:35.7705030Z >>> inner_profile_rref.rpc_sync().__enter__() 2025-07-24T04:20:35.7705120Z >>> rpc.rpc_sync(dst_worker_name, torch.sub, (x, y)) 2025-07-24T04:20:35.7705230Z >>> inner_profile_rref.rpc_sync().__exit__(None, None, None) 2025-07-24T04:20:35.7705330Z >>> outer_profile_rref.rpc_sync().__exit__(None, None, None) 2025-07-24T04:20:35.7705490Z >>> print(inner_profile_rref.rpc_sync().key_averages()) 2025-07-24T04:20:35.7705650Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:35.7705830Z Name Self CPU total % Self CPU total CPU total % CPU total CPU time avg Number of Calls 2025-07-24T04:20:35.7705980Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:35.7706130Z sub 85.06% 76.275us 100.00% 89.667us 89.667us 1 2025-07-24T04:20:35.7706270Z empty 14.94% 13.392us 14.94% 13.392us 13.392us 1 2025-07-24T04:20:35.7706440Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:35.7706510Z Self CPU time total: 89.667us 2025-07-24T04:20:35.7706600Z >>> print(outer_profile_rref.rpc_sync().key_averages()) 2025-07-24T04:20:35.7706740Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:35.7706930Z Name Self CPU total % Self CPU total CPU total % CPU total CPU time avg Number of Calls 2025-07-24T04:20:35.7707070Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:35.7707190Z sub 35.65% 76.275us 41.91% 89.667us 89.667us 1 2025-07-24T04:20:35.7707300Z empty 12.67% 27.101us 12.67% 27.101us 13.551us 2 2025-07-24T04:20:35.7707420Z add 51.68% 110.550us 58.09% 124.259us 124.259us 1 2025-07-24T04:20:35.7707560Z --------- --------------- --------------- --------------- --------------- --------------- --------------- 2025-07-24T04:20:35.7707620Z Self CPU time total: 213.926us 2025-07-24T04:20:35.7707680Z >>> rpc.shutdown() 2025-07-24T04:20:35.7707720Z 2025-07-24T04:20:35.7707770Z >>> # On worker 1: 2025-07-24T04:20:35.7707840Z >>> import torch.distributed.rpc as rpc 2025-07-24T04:20:35.7707930Z >>> rpc.init_rpc("worker1", rank=1, world_size=2) 2025-07-24T04:20:35.7708030Z >>> # wait for worker 0 to finish work, and then shutdown. 2025-07-24T04:20:35.7708080Z >>> rpc.shutdown() 2025-07-24T04:20:35.7708120Z 2025-07-24T04:20:35.7708280Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7708320Z 2025-07-24T04:20:35.7708370Z warnings.warn(msg) 2025-07-24T04:20:35.7708410Z 2025-07-24T04:20:35.7708520Z --- Parse Warning: 94 / 136 --- 2025-07-24T04:20:35.7709190Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=record_function in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/autograd/profiler.py line=734. 2025-07-24T04:20:35.7709350Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7709570Z Context manager/function decorator that adds a label to a code block/function when running autograd profiler. 2025-07-24T04:20:35.7709690Z Label will only appear if CPU activity tracing is enabled. 2025-07-24T04:20:35.7709730Z 2025-07-24T04:20:35.7709810Z It is useful when tracing the code profile. 2025-07-24T04:20:35.7709850Z 2025-07-24T04:20:35.7709890Z Args: 2025-07-24T04:20:35.7709980Z name (str): Label assigned to the block of code. 2025-07-24T04:20:35.7710100Z node_id (int): ID of node, for distributed profiling. Unset in 2025-07-24T04:20:35.7710180Z non-distributed cases. 2025-07-24T04:20:35.7710220Z 2025-07-24T04:20:35.7710270Z Example: 2025-07-24T04:20:35.7710380Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_AUTOGRAD_PROFILER) 2025-07-24T04:20:35.7710460Z >>> x = torch.randn((1, 1), requires_grad=True) 2025-07-24T04:20:35.7710560Z >>> with torch.autograd.profiler.profile() as prof: 2025-07-24T04:20:35.7710610Z ... y = x**2 2025-07-24T04:20:35.7710740Z ... with torch.autograd.profiler.record_function( 2025-07-24T04:20:35.7710790Z ... "label-z" 2025-07-24T04:20:35.7710840Z ... ): # label the block 2025-07-24T04:20:35.7710930Z ... z = y**3 2025-07-24T04:20:35.7710980Z ... y.backward() 2025-07-24T04:20:35.7711040Z >>> # xdoctest: +IGNORE_WANT 2025-07-24T04:20:35.7711140Z >>> # NOTE: some columns were removed for brevity 2025-07-24T04:20:35.7711270Z >>> print(prof.key_averages().table(sort_by="self_cpu_time_total")) 2025-07-24T04:20:35.7711400Z ----------------------------------- --------------- --------------- --------------- 2025-07-24T04:20:35.7711510Z Name Self CPU total % CPU time avg Number of Calls 2025-07-24T04:20:35.7711640Z ----------------------------------- --------------- --------------- --------------- 2025-07-24T04:20:35.7711730Z pow 60.77% 47.470us 3 2025-07-24T04:20:35.7711810Z mul 21.73% 25.465us 2 2025-07-24T04:20:35.7711920Z PowBackward0 12.03% 121.891us 1 2025-07-24T04:20:35.7712050Z torch::autograd::AccumulateGrad 2.70% 6.324us 1 2025-07-24T04:20:35.7712150Z label-z 2.13% 12.421us 1 2025-07-24T04:20:35.7712270Z torch::autograd::GraphRoot 0.64% 1.503us 1 2025-07-24T04:20:35.7712400Z ----------------------------------- --------------- --------------- --------------- 2025-07-24T04:20:35.7712460Z Self CPU time total: 234.344us 2025-07-24T04:20:35.7712520Z CUDA time total: 0.000us 2025-07-24T04:20:35.7712560Z 2025-07-24T04:20:35.7712600Z 2025-07-24T04:20:35.7712750Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7712790Z 2025-07-24T04:20:35.7712850Z warnings.warn(msg) 2025-07-24T04:20:35.7712890Z 2025-07-24T04:20:35.7712990Z --- Parse Warning: 95 / 136 --- 2025-07-24T04:20:35.7713720Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assoc_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=245. 2025-07-24T04:20:35.7713880Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7714000Z Return a new dict with new, potentially nested, key value pair 2025-07-24T04:20:35.7714040Z 2025-07-24T04:20:35.7714090Z >>> purchase = { 2025-07-24T04:20:35.7714140Z ... "name": "Alice", 2025-07-24T04:20:35.7714250Z ... "order": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-07-24T04:20:35.7714330Z ... "credit card": "5555-1234-1234-1234", 2025-07-24T04:20:35.7714370Z ... } 2025-07-24T04:20:35.7714500Z >>> assoc_in(purchase, ["order", "costs"], [0.25, 1.00]) # doctest: +SKIP 2025-07-24T04:20:35.7714560Z {'credit card': '5555-1234-1234-1234', 2025-07-24T04:20:35.7714610Z 'name': 'Alice', 2025-07-24T04:20:35.7714720Z 'order': {'costs': [0.25, 1.00], 'items': ['Apple', 'Orange']}} 2025-07-24T04:20:35.7714780Z 2025-07-24T04:20:35.7714930Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7714970Z 2025-07-24T04:20:35.7715020Z warnings.warn(msg) 2025-07-24T04:20:35.7715060Z 2025-07-24T04:20:35.7715160Z --- Parse Warning: 96 / 136 --- 2025-07-24T04:20:35.7715890Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=update_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=261. 2025-07-24T04:20:35.7716090Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7716180Z Update value in a (potentially) nested dictionary 2025-07-24T04:20:35.7716250Z 2025-07-24T04:20:35.7716300Z inputs: 2025-07-24T04:20:35.7716370Z d - dictionary on which to operate 2025-07-24T04:20:35.7716500Z keys - list or tuple giving the location of the value to be changed in d 2025-07-24T04:20:35.7716580Z func - function to operate on that value 2025-07-24T04:20:35.7716620Z 2025-07-24T04:20:35.7716740Z If keys == [k0,..,kX] and d[k0]..[kX] == v, update_in returns a copy of the 2025-07-24T04:20:35.7716880Z original dictionary with v replaced by func(v), but does not mutate the 2025-07-24T04:20:35.7716930Z original dictionary. 2025-07-24T04:20:35.7716970Z 2025-07-24T04:20:35.7717100Z If k0 is not a key in d, update_in creates nested dictionaries to the depth 2025-07-24T04:20:35.7717240Z specified by the keys, with the innermost value set to func(default). 2025-07-24T04:20:35.7717280Z 2025-07-24T04:20:35.7717330Z >>> inc = lambda x: x + 1 2025-07-24T04:20:35.7717400Z >>> update_in({"a": 0}, ["a"], inc) 2025-07-24T04:20:35.7717440Z {'a': 1} 2025-07-24T04:20:35.7717480Z 2025-07-24T04:20:35.7717530Z >>> transaction = { 2025-07-24T04:20:35.7717580Z ... "name": "Alice", 2025-07-24T04:20:35.7717700Z ... "purchase": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-07-24T04:20:35.7717780Z ... "credit card": "5555-1234-1234-1234", 2025-07-24T04:20:35.7717820Z ... } 2025-07-24T04:20:35.7717950Z >>> update_in(transaction, ["purchase", "costs"], sum) # doctest: +SKIP 2025-07-24T04:20:35.7718010Z {'credit card': '5555-1234-1234-1234', 2025-07-24T04:20:35.7718070Z 'name': 'Alice', 2025-07-24T04:20:35.7718170Z 'purchase': {'costs': 1.75, 'items': ['Apple', 'Orange']}} 2025-07-24T04:20:35.7718210Z 2025-07-24T04:20:35.7718280Z >>> # updating a value when k0 is not in d 2025-07-24T04:20:35.7718360Z >>> update_in({}, [1, 2, 3], str, default="bar") 2025-07-24T04:20:35.7718410Z {1: {2: {3: 'bar'}}} 2025-07-24T04:20:35.7718480Z >>> update_in({1: "foo"}, [2, 3, 4], inc, 0) 2025-07-24T04:20:35.7718540Z {1: 'foo', 2: {3: {4: 1}}} 2025-07-24T04:20:35.7718580Z 2025-07-24T04:20:35.7718730Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7718770Z 2025-07-24T04:20:35.7718830Z warnings.warn(msg) 2025-07-24T04:20:35.7718860Z 2025-07-24T04:20:35.7718970Z --- Parse Warning: 97 / 136 --- 2025-07-24T04:20:35.7719680Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=get_in in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=320. 2025-07-24T04:20:35.7719840Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7719940Z Returns coll[i0][i1]...[iX] where [i0, i1, ..., iX]==keys. 2025-07-24T04:20:35.7720000Z 2025-07-24T04:20:35.7720120Z If coll[i0][i1]...[iX] cannot be found, returns ``default``, unless 2025-07-24T04:20:35.7720240Z ``no_default`` is specified, then it raises KeyError or IndexError. 2025-07-24T04:20:35.7720280Z 2025-07-24T04:20:35.7720410Z ``get_in`` is a generalization of ``operator.getitem`` for nested data 2025-07-24T04:20:35.7720490Z structures such as dictionaries and lists. 2025-07-24T04:20:35.7720530Z 2025-07-24T04:20:35.7720600Z >>> transaction = { 2025-07-24T04:20:35.7720650Z ... "name": "Alice", 2025-07-24T04:20:35.7720760Z ... "purchase": {"items": ["Apple", "Orange"], "costs": [0.50, 1.25]}, 2025-07-24T04:20:35.7720860Z ... "credit card": "5555-1234-1234-1234", 2025-07-24T04:20:35.7720900Z ... } 2025-07-24T04:20:35.7720980Z >>> get_in(["purchase", "items", 0], transaction) 2025-07-24T04:20:35.7721050Z 'Apple' 2025-07-24T04:20:35.7721110Z >>> get_in(["name"], transaction) 2025-07-24T04:20:35.7721160Z 'Alice' 2025-07-24T04:20:35.7721240Z >>> get_in(["purchase", "total"], transaction) 2025-07-24T04:20:35.7721330Z >>> get_in(["purchase", "items", "apple"], transaction) 2025-07-24T04:20:35.7721410Z >>> get_in(["purchase", "items", 10], transaction) 2025-07-24T04:20:35.7721500Z >>> get_in(["purchase", "total"], transaction, 0) 2025-07-24T04:20:35.7721540Z 0 2025-07-24T04:20:35.7721600Z >>> get_in(["y"], {}, no_default=True) 2025-07-24T04:20:35.7721670Z Traceback (most recent call last): 2025-07-24T04:20:35.7721710Z ... 2025-07-24T04:20:35.7721760Z KeyError: 'y' 2025-07-24T04:20:35.7721800Z 2025-07-24T04:20:35.7721840Z See Also: 2025-07-24T04:20:35.7721890Z itertoolz.get 2025-07-24T04:20:35.7721950Z operator.getitem 2025-07-24T04:20:35.7721990Z 2025-07-24T04:20:35.7722140Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7722180Z 2025-07-24T04:20:35.7722240Z warnings.warn(msg) 2025-07-24T04:20:35.7722270Z 2025-07-24T04:20:35.7722370Z --- Parse Warning: 98 / 136 --- 2025-07-24T04:20:35.7723100Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=groupby in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/unification/unification_tools.py line=373. 2025-07-24T04:20:35.7723250Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7723320Z Group a collection by a key function 2025-07-24T04:20:35.7723360Z 2025-07-24T04:20:35.7723460Z >>> names = ["Alice", "Bob", "Charlie", "Dan", "Edith", "Frank"] 2025-07-24T04:20:35.7723530Z >>> groupby(len, names) # doctest: +SKIP 2025-07-24T04:20:35.7723640Z {3: ['Bob', 'Dan'], 5: ['Alice', 'Edith', 'Frank'], 7: ['Charlie']} 2025-07-24T04:20:35.7723680Z 2025-07-24T04:20:35.7723740Z >>> iseven = lambda x: x % 2 == 0 2025-07-24T04:20:35.7723850Z >>> groupby(iseven, [1, 2, 3, 4, 5, 6, 7, 8]) # doctest: +SKIP 2025-07-24T04:20:35.7723910Z {False: [1, 3, 5, 7], True: [2, 4, 6, 8]} 2025-07-24T04:20:35.7723950Z 2025-07-24T04:20:35.7724040Z Non-callable keys imply grouping on a member. 2025-07-24T04:20:35.7724080Z 2025-07-24T04:20:35.7724130Z >>> groupby( 2025-07-24T04:20:35.7724170Z ... "gender", 2025-07-24T04:20:35.7724210Z ... [ 2025-07-24T04:20:35.7724290Z ... {"name": "Alice", "gender": "F"}, 2025-07-24T04:20:35.7724360Z ... {"name": "Bob", "gender": "M"}, 2025-07-24T04:20:35.7724430Z ... {"name": "Charlie", "gender": "M"}, 2025-07-24T04:20:35.7724470Z ... ], 2025-07-24T04:20:35.7724530Z ... ) # doctest:+SKIP 2025-07-24T04:20:35.7724600Z {'F': [{'gender': 'F', 'name': 'Alice'}], 2025-07-24T04:20:35.7724700Z 'M': [{'gender': 'M', 'name': 'Bob'}, 2025-07-24T04:20:35.7724760Z {'gender': 'M', 'name': 'Charlie'}]} 2025-07-24T04:20:35.7724800Z 2025-07-24T04:20:35.7724890Z Not to be confused with ``itertools.groupby`` 2025-07-24T04:20:35.7724930Z 2025-07-24T04:20:35.7724970Z See Also: 2025-07-24T04:20:35.7725020Z countby 2025-07-24T04:20:35.7725060Z 2025-07-24T04:20:35.7725240Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7725280Z 2025-07-24T04:20:35.7725330Z warnings.warn(msg) 2025-07-24T04:20:35.7725370Z 2025-07-24T04:20:35.7725490Z --- Parse Warning: 99 / 136 --- 2025-07-24T04:20:35.7726170Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SequentialLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=808. 2025-07-24T04:20:35.7726330Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7726530Z Contains a list of schedulers expected to be called sequentially during the optimization process. 2025-07-24T04:20:35.7726570Z 2025-07-24T04:20:35.7726790Z Specifically, the schedulers will be called according to the milestone points, which should provide exact 2025-07-24T04:20:35.7726920Z intervals by which each scheduler should be called at a given epoch. 2025-07-24T04:20:35.7726960Z 2025-07-24T04:20:35.7727000Z Args: 2025-07-24T04:20:35.7727090Z optimizer (Optimizer): Wrapped optimizer. 2025-07-24T04:20:35.7727170Z schedulers (list): List of chained schedulers. 2025-07-24T04:20:35.7727310Z milestones (list): List of integers that reflects milestone points. 2025-07-24T04:20:35.7727410Z last_epoch (int): The index of last epoch. Default: -1. 2025-07-24T04:20:35.7727450Z 2025-07-24T04:20:35.7727500Z Example: 2025-07-24T04:20:35.7727560Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7727650Z >>> # Assuming optimizer uses lr = 0.05 for all groups 2025-07-24T04:20:35.7727710Z >>> # lr = 0.005 if epoch == 0 2025-07-24T04:20:35.7727780Z >>> # lr = 0.005 if epoch == 1 2025-07-24T04:20:35.7727840Z >>> # lr = 0.005 if epoch == 2 2025-07-24T04:20:35.7727880Z >>> # ... 2025-07-24T04:20:35.7727940Z >>> # lr = 0.05 if epoch == 20 2025-07-24T04:20:35.7728010Z >>> # lr = 0.045 if epoch == 21 2025-07-24T04:20:35.7728070Z >>> # lr = 0.0405 if epoch == 22 2025-07-24T04:20:35.7728190Z >>> scheduler1 = ConstantLR(optimizer, factor=0.1, total_iters=20) 2025-07-24T04:20:35.7728290Z >>> scheduler2 = ExponentialLR(optimizer, gamma=0.9) 2025-07-24T04:20:35.7728350Z >>> scheduler = SequentialLR( 2025-07-24T04:20:35.7728410Z ... optimizer, 2025-07-24T04:20:35.7728490Z ... schedulers=[scheduler1, scheduler2], 2025-07-24T04:20:35.7728540Z ... milestones=[20], 2025-07-24T04:20:35.7728580Z ... ) 2025-07-24T04:20:35.7728640Z >>> for epoch in range(100): 2025-07-24T04:20:35.7728690Z >>> train(...) 2025-07-24T04:20:35.7728750Z >>> validate(...) 2025-07-24T04:20:35.7728800Z >>> scheduler.step() 2025-07-24T04:20:35.7728850Z 2025-07-24T04:20:35.7728950Z .. image:: ../scripts/lr_scheduler_images/SequentialLR.png 2025-07-24T04:20:35.7728990Z 2025-07-24T04:20:35.7729150Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7729190Z 2025-07-24T04:20:35.7729240Z warnings.warn(msg) 2025-07-24T04:20:35.7729280Z 2025-07-24T04:20:35.7729380Z --- Parse Warning: 100 / 136 --- 2025-07-24T04:20:35.7730080Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ReduceLROnPlateau in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1233. 2025-07-24T04:20:35.7730230Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:35.7730340Z Reduce learning rate when a metric has stopped improving. 2025-07-24T04:20:35.7730400Z 2025-07-24T04:20:35.7730530Z Models often benefit from reducing the learning rate by a factor 2025-07-24T04:20:35.7730670Z of 2-10 once learning stagnates. This scheduler reads a metrics 2025-07-24T04:20:35.7730800Z quantity and if no improvement is seen for a 'patience' number 2025-07-24T04:20:35.7730890Z of epochs, the learning rate is reduced. 2025-07-24T04:20:35.7730930Z 2025-07-24T04:20:35.7730970Z Args: 2025-07-24T04:20:35.7731060Z optimizer (Optimizer): Wrapped optimizer. 2025-07-24T04:20:35.7731160Z mode (str): One of `min`, `max`. In `min` mode, lr will 2025-07-24T04:20:35.7731250Z be reduced when the quantity monitored has stopped 2025-07-24T04:20:35.7731350Z decreasing; in `max` mode it will be reduced when the 2025-07-24T04:20:35.7731470Z quantity monitored has stopped increasing. Default: 'min'. 2025-07-24T04:20:35.7731580Z factor (float): Factor by which the learning rate will be 2025-07-24T04:20:35.7731660Z reduced. new_lr = lr * factor. Default: 0.1. 2025-07-24T04:20:35.7731800Z patience (int): The number of allowed epochs with no improvement after 2025-07-24T04:20:35.7731880Z which the learning rate will be reduced. 2025-07-24T04:20:35.7732020Z For example, consider the case of having no patience (`patience = 0`). 2025-07-24T04:20:35.7732240Z In the first epoch, a baseline is established and is always considered good as there's no previous baseline. 2025-07-24T04:20:35.7732370Z In the second epoch, if the performance is worse than the baseline, 2025-07-24T04:20:35.7732460Z we have what is considered an intolerable epoch. 2025-07-24T04:20:35.7732620Z Since the count of intolerable epochs (1) is greater than the patience level (0), 2025-07-24T04:20:35.7732730Z the learning rate is reduced at the end of this epoch. 2025-07-24T04:20:35.7732920Z From the third epoch onwards, the learning rate continues to be reduced at the end of each epoch 2025-07-24T04:20:35.7733110Z if the performance is worse than the baseline. If the performance improves or remains the same, 2025-07-24T04:20:35.7733190Z the learning rate is not adjusted. 2025-07-24T04:20:35.7733240Z Default: 10. 2025-07-24T04:20:35.7733360Z threshold (float): Threshold for measuring the new optimum, 2025-07-24T04:20:35.7733460Z to only focus on significant changes. Default: 1e-4. 2025-07-24T04:20:35.7733570Z threshold_mode (str): One of `rel`, `abs`. In `rel` mode, 2025-07-24T04:20:35.7733670Z dynamic_threshold = best * ( 1 + threshold ) in 'max' 2025-07-24T04:20:35.7733760Z mode or best * ( 1 - threshold ) in `min` mode. 2025-07-24T04:20:35.7733860Z In `abs` mode, dynamic_threshold = best + threshold in 2025-07-24T04:20:35.7733970Z `max` mode or best - threshold in `min` mode. Default: 'rel'. 2025-07-24T04:20:35.7734080Z cooldown (int): Number of epochs to wait before resuming 2025-07-24T04:20:35.7734190Z normal operation after lr has been reduced. Default: 0. 2025-07-24T04:20:35.7734280Z min_lr (float or list): A scalar or a list of scalars. A 2025-07-24T04:20:35.7734380Z lower bound on the learning rate of all param groups 2025-07-24T04:20:35.7734490Z or each group respectively. Default: 0. 2025-07-24T04:20:35.7734600Z eps (float): Minimal decay applied to lr. If the difference 2025-07-24T04:20:35.7734710Z between new and old lr is smaller than eps, the update is 2025-07-24T04:20:35.7734770Z ignored. Default: 1e-8. 2025-07-24T04:20:35.7734810Z 2025-07-24T04:20:35.7734850Z Example: 2025-07-24T04:20:35.7734910Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7735070Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.1, momentum=0.9) 2025-07-24T04:20:35.7735170Z >>> scheduler = ReduceLROnPlateau(optimizer, "min") 2025-07-24T04:20:35.7735250Z >>> for epoch in range(10): 2025-07-24T04:20:35.7735300Z >>> train(...) 2025-07-24T04:20:35.7735370Z >>> val_loss = validate(...) 2025-07-24T04:20:35.7735490Z >>> # Note that step should be called after validate() 2025-07-24T04:20:35.7735560Z >>> scheduler.step(val_loss) 2025-07-24T04:20:35.7735600Z 2025-07-24T04:20:35.7735720Z .. image:: ../scripts/lr_scheduler_images/ReduceLROnPlateau.png 2025-07-24T04:20:35.7735760Z 2025-07-24T04:20:35.7736010Z Original Error: IndentationError('unexpected indent', ('', 8, 4, ' scheduler.step(val_loss)\n', 8, -1)) 2025-07-24T04:20:35.7736050Z 2025-07-24T04:20:35.7736110Z scheduler.step(val_loss) 2025-07-24T04:20:35.7736150Z ^ 2025-07-24T04:20:35.7736200Z warnings.warn(msg) 2025-07-24T04:20:35.7736250Z 2025-07-24T04:20:35.7736350Z --- Parse Warning: 101 / 136 --- 2025-07-24T04:20:35.7737000Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CyclicLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1430. 2025-07-24T04:20:35.7737150Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7737350Z Sets the learning rate of each parameter group according to cyclical learning rate policy (CLR). 2025-07-24T04:20:35.7737390Z 2025-07-24T04:20:35.7737560Z The policy cycles the learning rate between two boundaries with a constant frequency, 2025-07-24T04:20:35.7737720Z as detailed in the paper `Cyclical Learning Rates for Training Neural Networks`_. 2025-07-24T04:20:35.7737860Z The distance between the two boundaries can be scaled on a per-iteration 2025-07-24T04:20:35.7737920Z or per-cycle basis. 2025-07-24T04:20:35.7737960Z 2025-07-24T04:20:35.7738100Z Cyclical learning rate policy changes the learning rate after every batch. 2025-07-24T04:20:35.7738220Z `step` should be called after a batch has been used for training. 2025-07-24T04:20:35.7738270Z 2025-07-24T04:20:35.7738390Z This class has three built-in policies, as put forth in the paper: 2025-07-24T04:20:35.7738440Z 2025-07-24T04:20:35.7738560Z * "triangular": A basic triangular cycle without amplitude scaling. 2025-07-24T04:20:35.7738740Z * "triangular2": A basic triangular cycle that scales initial amplitude by half each cycle. 2025-07-24T04:20:35.7738940Z * "exp_range": A cycle that scales initial amplitude by :math:`\text{gamma}^{\text{cycle iterations}}` 2025-07-24T04:20:35.7739000Z at each cycle iteration. 2025-07-24T04:20:35.7739040Z 2025-07-24T04:20:35.7739180Z This implementation was adapted from the github repo: `bckenstler/CLR`_ 2025-07-24T04:20:35.7739220Z 2025-07-24T04:20:35.7739270Z Args: 2025-07-24T04:20:35.7739350Z optimizer (Optimizer): Wrapped optimizer. 2025-07-24T04:20:35.7739470Z base_lr (float or list): Initial learning rate which is the 2025-07-24T04:20:35.7739570Z lower boundary in the cycle for each parameter group. 2025-07-24T04:20:35.7739710Z max_lr (float or list): Upper learning rate boundaries in the cycle 2025-07-24T04:20:35.7739800Z for each parameter group. Functionally, 2025-07-24T04:20:35.7739890Z it defines the cycle amplitude (max_lr - base_lr). 2025-07-24T04:20:35.7739970Z The lr at any cycle is the sum of base_lr 2025-07-24T04:20:35.7740060Z and some scaling of the amplitude; therefore 2025-07-24T04:20:35.7740150Z max_lr may not actually be reached depending on 2025-07-24T04:20:35.7740230Z scaling function. 2025-07-24T04:20:35.7740340Z step_size_up (int): Number of training iterations in the 2025-07-24T04:20:35.7740440Z increasing half of a cycle. Default: 2000 2025-07-24T04:20:35.7740550Z step_size_down (int): Number of training iterations in the 2025-07-24T04:20:35.7740680Z decreasing half of a cycle. If step_size_down is None, 2025-07-24T04:20:35.7740760Z it is set to step_size_up. Default: None 2025-07-24T04:20:35.7740860Z mode (str): One of {triangular, triangular2, exp_range}. 2025-07-24T04:20:35.7740950Z Values correspond to policies detailed above. 2025-07-24T04:20:35.7741050Z If scale_fn is not None, this argument is ignored. 2025-07-24T04:20:35.7741110Z Default: 'triangular' 2025-07-24T04:20:35.7741210Z gamma (float): Constant in 'exp_range' scaling function: 2025-07-24T04:20:35.7741270Z gamma**(cycle iterations) 2025-07-24T04:20:35.7741320Z Default: 1.0 2025-07-24T04:20:35.7741440Z scale_fn (function): Custom scaling policy defined by a single 2025-07-24T04:20:35.7741510Z argument lambda function, where 2025-07-24T04:20:35.7741580Z 0 <= scale_fn(x) <= 1 for all x >= 0. 2025-07-24T04:20:35.7741660Z If specified, then 'mode' is ignored. 2025-07-24T04:20:35.7741710Z Default: None 2025-07-24T04:20:35.7741790Z scale_mode (str): {'cycle', 'iterations'}. 2025-07-24T04:20:35.7741870Z Defines whether scale_fn is evaluated on 2025-07-24T04:20:35.7741950Z cycle number or cycle iterations (training 2025-07-24T04:20:35.7742020Z iterations since start of cycle). 2025-07-24T04:20:35.7742080Z Default: 'cycle' 2025-07-24T04:20:35.7742200Z cycle_momentum (bool): If ``True``, momentum is cycled inversely 2025-07-24T04:20:35.7742320Z to learning rate between 'base_momentum' and 'max_momentum'. 2025-07-24T04:20:35.7742370Z Default: True 2025-07-24T04:20:35.7742500Z base_momentum (float or list): Lower momentum boundaries in the cycle 2025-07-24T04:20:35.7742630Z for each parameter group. Note that momentum is cycled inversely 2025-07-24T04:20:35.7742730Z to learning rate; at the peak of a cycle, momentum is 2025-07-24T04:20:35.7742820Z 'base_momentum' and learning rate is 'max_lr'. 2025-07-24T04:20:35.7742870Z Default: 0.8 2025-07-24T04:20:35.7743000Z max_momentum (float or list): Upper momentum boundaries in the cycle 2025-07-24T04:20:35.7743080Z for each parameter group. Functionally, 2025-07-24T04:20:35.7743200Z it defines the cycle amplitude (max_momentum - base_momentum). 2025-07-24T04:20:35.7743310Z The momentum at any cycle is the difference of max_momentum 2025-07-24T04:20:35.7743400Z and some scaling of the amplitude; therefore 2025-07-24T04:20:35.7743500Z base_momentum may not actually be reached depending on 2025-07-24T04:20:35.7743620Z scaling function. Note that momentum is cycled inversely 2025-07-24T04:20:35.7743750Z to learning rate; at the start of a cycle, momentum is 'max_momentum' 2025-07-24T04:20:35.7743820Z and learning rate is 'base_lr' 2025-07-24T04:20:35.7743900Z Default: 0.9 2025-07-24T04:20:35.7744040Z last_epoch (int): The index of the last batch. This parameter is used when 2025-07-24T04:20:35.7744170Z resuming a training job. Since `step()` should be invoked after each 2025-07-24T04:20:35.7744310Z batch instead of after each epoch, this number represents the total 2025-07-24T04:20:35.7744440Z number of *batches* computed, not the total number of epochs computed. 2025-07-24T04:20:35.7744590Z When last_epoch=-1, the schedule is started from the beginning. 2025-07-24T04:20:35.7744640Z Default: -1 2025-07-24T04:20:35.7744690Z 2025-07-24T04:20:35.7744740Z Example: 2025-07-24T04:20:35.7744800Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7744940Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.1, momentum=0.9) 2025-07-24T04:20:35.7745060Z >>> scheduler = torch.optim.lr_scheduler.CyclicLR( 2025-07-24T04:20:35.7745120Z ... optimizer, 2025-07-24T04:20:35.7745170Z ... base_lr=0.01, 2025-07-24T04:20:35.7745220Z ... max_lr=0.1, 2025-07-24T04:20:35.7745280Z ... step_size_up=10, 2025-07-24T04:20:35.7745320Z ... ) 2025-07-24T04:20:35.7745410Z >>> data_loader = torch.utils.data.DataLoader(...) 2025-07-24T04:20:35.7745470Z >>> for epoch in range(10): 2025-07-24T04:20:35.7745540Z >>> for batch in data_loader: 2025-07-24T04:20:35.7745600Z >>> train_batch(...) 2025-07-24T04:20:35.7745650Z >>> scheduler.step() 2025-07-24T04:20:35.7745690Z 2025-07-24T04:20:35.7745790Z .. image:: ../scripts/lr_scheduler_images/CyclicLR.png 2025-07-24T04:20:35.7745830Z 2025-07-24T04:20:35.7746020Z .. _Cyclical Learning Rates for Training Neural Networks: https://arxiv.org/abs/1506.01186 2025-07-24T04:20:35.7746120Z .. _bckenstler/CLR: https://github.com/bckenstler/CLR 2025-07-24T04:20:35.7746160Z 2025-07-24T04:20:35.7746310Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7746360Z 2025-07-24T04:20:35.7746410Z warnings.warn(msg) 2025-07-24T04:20:35.7746450Z 2025-07-24T04:20:35.7746550Z --- Parse Warning: 102 / 136 --- 2025-07-24T04:20:35.7747260Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CosineAnnealingWarmRestarts in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1713. 2025-07-24T04:20:35.7747420Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7747580Z Set the learning rate of each parameter group using a cosine annealing schedule. 2025-07-24T04:20:35.7747620Z 2025-07-24T04:20:35.7747730Z The :math:`\eta_{max}` is set to the initial lr, :math:`T_{cur}` 2025-07-24T04:20:35.7747880Z is the number of epochs since the last restart and :math:`T_{i}` is the number 2025-07-24T04:20:35.7747960Z of epochs between two warm restarts in SGDR: 2025-07-24T04:20:35.7748000Z 2025-07-24T04:20:35.7748040Z .. math:: 2025-07-24T04:20:35.7748160Z \eta_t = \eta_{min} + \frac{1}{2}(\eta_{max} - \eta_{min})\left(1 + 2025-07-24T04:20:35.7748250Z \cos\left(\frac{T_{cur}}{T_{i}}\pi\right)\right) 2025-07-24T04:20:35.7748290Z 2025-07-24T04:20:35.7748390Z When :math:`T_{cur}=T_{i}`, set :math:`\eta_t = \eta_{min}`. 2025-07-24T04:20:35.7748510Z When :math:`T_{cur}=0` after restart, set :math:`\eta_t=\eta_{max}`. 2025-07-24T04:20:35.7748550Z 2025-07-24T04:20:35.7748610Z It has been proposed in 2025-07-24T04:20:35.7748720Z `SGDR: Stochastic Gradient Descent with Warm Restarts`_. 2025-07-24T04:20:35.7748760Z 2025-07-24T04:20:35.7748830Z Args: 2025-07-24T04:20:35.7748910Z optimizer (Optimizer): Wrapped optimizer. 2025-07-24T04:20:35.7749010Z T_0 (int): Number of iterations until the first restart. 2025-07-24T04:20:35.7749180Z T_mult (int, optional): A factor by which :math:`T_{i}` increases after a restart. Default: 1. 2025-07-24T04:20:35.7749300Z eta_min (float, optional): Minimum learning rate. Default: 0. 2025-07-24T04:20:35.7749430Z last_epoch (int, optional): The index of the last epoch. Default: -1. 2025-07-24T04:20:35.7749490Z 2025-07-24T04:20:35.7749600Z .. _SGDR\: Stochastic Gradient Descent with Warm Restarts: 2025-07-24T04:20:35.7749700Z https://arxiv.org/abs/1608.03983 2025-07-24T04:20:35.7749740Z 2025-07-24T04:20:35.7749790Z Example: 2025-07-24T04:20:35.7749840Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7749970Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=0.05) 2025-07-24T04:20:35.7750120Z >>> scheduler = torch.optim.lr_scheduler.CosineAnnealingWarmRestarts( 2025-07-24T04:20:35.7750180Z ... optimizer, T_0=20 2025-07-24T04:20:35.7750220Z ... ) 2025-07-24T04:20:35.7750280Z >>> for epoch in range(100): 2025-07-24T04:20:35.7750330Z >>> train(...) 2025-07-24T04:20:35.7750380Z >>> validate(...) 2025-07-24T04:20:35.7750440Z >>> scheduler.step() 2025-07-24T04:20:35.7750480Z 2025-07-24T04:20:35.7750620Z .. image:: ../scripts/lr_scheduler_images/CosineAnnealingWarmRestarts.png 2025-07-24T04:20:35.7750670Z 2025-07-24T04:20:35.7750820Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7750860Z 2025-07-24T04:20:35.7750920Z warnings.warn(msg) 2025-07-24T04:20:35.7750950Z 2025-07-24T04:20:35.7751060Z --- Parse Warning: 103 / 136 --- 2025-07-24T04:20:35.7751720Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=OneCycleLR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/lr_scheduler.py line=1863. 2025-07-24T04:20:35.7751880Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7752060Z Sets the learning rate of each parameter group according to the 1cycle learning rate policy. 2025-07-24T04:20:35.7752100Z 2025-07-24T04:20:35.7752280Z The 1cycle policy anneals the learning rate from an initial learning rate to some maximum 2025-07-24T04:20:35.7752450Z learning rate and then from that maximum learning rate to some minimum learning rate much 2025-07-24T04:20:35.7752520Z lower than the initial learning rate. 2025-07-24T04:20:35.7752660Z This policy was initially described in the paper `Super-Convergence: 2025-07-24T04:20:35.7752790Z Very Fast Training of Neural Networks Using Large Learning Rates`_. 2025-07-24T04:20:35.7752830Z 2025-07-24T04:20:35.7752980Z The 1cycle learning rate policy changes the learning rate after every batch. 2025-07-24T04:20:35.7753100Z `step` should be called after a batch has been used for training. 2025-07-24T04:20:35.7753140Z 2025-07-24T04:20:35.7753200Z This scheduler is not chainable. 2025-07-24T04:20:35.7753240Z 2025-07-24T04:20:35.7753390Z Note also that the total number of steps in the cycle can be determined in one 2025-07-24T04:20:35.7753470Z of two ways (listed in order of precedence): 2025-07-24T04:20:35.7753510Z 2025-07-24T04:20:35.7753610Z #. A value for total_steps is explicitly provided. 2025-07-24T04:20:35.7753720Z #. A number of epochs (epochs) and a number of steps per epoch 2025-07-24T04:20:35.7753790Z (steps_per_epoch) are provided. 2025-07-24T04:20:35.7753890Z In this case, the number of total steps is inferred by 2025-07-24T04:20:35.7753990Z total_steps = epochs * steps_per_epoch 2025-07-24T04:20:35.7754030Z 2025-07-24T04:20:35.7754170Z You must either provide a value for total_steps or provide a value for both 2025-07-24T04:20:35.7754240Z epochs and steps_per_epoch. 2025-07-24T04:20:35.7754280Z 2025-07-24T04:20:35.7754460Z The default behaviour of this scheduler follows the fastai implementation of 1cycle, which 2025-07-24T04:20:35.7754630Z claims that "unpublished work has shown even better results by using only two phases". To 2025-07-24T04:20:35.7754800Z mimic the behaviour of the original paper instead, set ``three_phase=True``. 2025-07-24T04:20:35.7754850Z 2025-07-24T04:20:35.7754910Z Args: 2025-07-24T04:20:35.7754990Z optimizer (Optimizer): Wrapped optimizer. 2025-07-24T04:20:35.7755150Z max_lr (float or list): Upper learning rate boundaries in the cycle 2025-07-24T04:20:35.7755210Z for each parameter group. 2025-07-24T04:20:35.7755340Z total_steps (int): The total number of steps in the cycle. Note that 2025-07-24T04:20:35.7755480Z if a value is not provided here, then it must be inferred by providing 2025-07-24T04:20:35.7755550Z a value for epochs and steps_per_epoch. 2025-07-24T04:20:35.7755610Z Default: None 2025-07-24T04:20:35.7755730Z epochs (int): The number of epochs to train for. This is used along 2025-07-24T04:20:35.7758510Z with steps_per_epoch in order to infer the total number of steps in the cycle 2025-07-24T04:20:35.7758610Z if a value for total_steps is not provided. 2025-07-24T04:20:35.7758670Z Default: None 2025-07-24T04:20:35.7758810Z steps_per_epoch (int): The number of steps per epoch to train for. This is 2025-07-24T04:20:35.7758960Z used along with epochs in order to infer the total number of steps in the 2025-07-24T04:20:35.7759050Z cycle if a value for total_steps is not provided. 2025-07-24T04:20:35.7759100Z Default: None 2025-07-24T04:20:35.7759240Z pct_start (float): The percentage of the cycle (in number of steps) spent 2025-07-24T04:20:35.7759310Z increasing the learning rate. 2025-07-24T04:20:35.7759360Z Default: 0.3 2025-07-24T04:20:35.7759440Z anneal_strategy (str): {'cos', 'linear'} 2025-07-24T04:20:35.7759590Z Specifies the annealing strategy: "cos" for cosine annealing, "linear" for 2025-07-24T04:20:35.7759650Z linear annealing. 2025-07-24T04:20:35.7759700Z Default: 'cos' 2025-07-24T04:20:35.7759820Z cycle_momentum (bool): If ``True``, momentum is cycled inversely 2025-07-24T04:20:35.7759940Z to learning rate between 'base_momentum' and 'max_momentum'. 2025-07-24T04:20:35.7759990Z Default: True 2025-07-24T04:20:35.7760120Z base_momentum (float or list): Lower momentum boundaries in the cycle 2025-07-24T04:20:35.7760250Z for each parameter group. Note that momentum is cycled inversely 2025-07-24T04:20:35.7760350Z to learning rate; at the peak of a cycle, momentum is 2025-07-24T04:20:35.7760440Z 'base_momentum' and learning rate is 'max_lr'. 2025-07-24T04:20:35.7760490Z Default: 0.85 2025-07-24T04:20:35.7760620Z max_momentum (float or list): Upper momentum boundaries in the cycle 2025-07-24T04:20:35.7760700Z for each parameter group. Functionally, 2025-07-24T04:20:35.7760820Z it defines the cycle amplitude (max_momentum - base_momentum). 2025-07-24T04:20:35.7760900Z Note that momentum is cycled inversely 2025-07-24T04:20:35.7761030Z to learning rate; at the start of a cycle, momentum is 'max_momentum' 2025-07-24T04:20:35.7761100Z and learning rate is 'base_lr' 2025-07-24T04:20:35.7761150Z Default: 0.95 2025-07-24T04:20:35.7761310Z div_factor (float): Determines the initial learning rate via 2025-07-24T04:20:35.7761380Z initial_lr = max_lr/div_factor 2025-07-24T04:20:35.7761430Z Default: 25 2025-07-24T04:20:35.7761560Z final_div_factor (float): Determines the minimum learning rate via 2025-07-24T04:20:35.7761630Z min_lr = initial_lr/final_div_factor 2025-07-24T04:20:35.7761680Z Default: 1e4 2025-07-24T04:20:35.7761860Z three_phase (bool): If ``True``, use a third phase of the schedule to annihilate the 2025-07-24T04:20:35.7762030Z learning rate according to 'final_div_factor' instead of modifying the second 2025-07-24T04:20:35.7762180Z phase (the first two phases will be symmetrical about the step indicated by 2025-07-24T04:20:35.7762240Z 'pct_start'). 2025-07-24T04:20:35.7762390Z last_epoch (int): The index of the last batch. This parameter is used when 2025-07-24T04:20:35.7762530Z resuming a training job. Since `step()` should be invoked after each 2025-07-24T04:20:35.7762660Z batch instead of after each epoch, this number represents the total 2025-07-24T04:20:35.7762800Z number of *batches* computed, not the total number of epochs computed. 2025-07-24T04:20:35.7762920Z When last_epoch=-1, the schedule is started from the beginning. 2025-07-24T04:20:35.7762970Z Default: -1 2025-07-24T04:20:35.7763010Z 2025-07-24T04:20:35.7763060Z Example: 2025-07-24T04:20:35.7763110Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7763210Z >>> data_loader = torch.utils.data.DataLoader(...) 2025-07-24T04:20:35.7763350Z >>> optimizer = torch.optim.SGD(model.parameters(), lr=1e-4, momentum=0.9) 2025-07-24T04:20:35.7763450Z >>> scheduler = torch.optim.lr_scheduler.OneCycleLR( 2025-07-24T04:20:35.7763580Z ... optimizer, max_lr=0.01, steps_per_epoch=len(data_loader), epochs=10 2025-07-24T04:20:35.7763630Z ... ) 2025-07-24T04:20:35.7763680Z >>> for epoch in range(10): 2025-07-24T04:20:35.7763750Z >>> for batch in data_loader: 2025-07-24T04:20:35.7763810Z >>> train_batch(...) 2025-07-24T04:20:35.7763870Z >>> optimizer.step() 2025-07-24T04:20:35.7763930Z >>> scheduler.step() 2025-07-24T04:20:35.7763970Z 2025-07-24T04:20:35.7764080Z .. image:: ../scripts/lr_scheduler_images/OneCycleLR.png 2025-07-24T04:20:35.7764120Z 2025-07-24T04:20:35.7764290Z .. _Super-Convergence\: Very Fast Training of Neural Networks Using Large Learning Rates: 2025-07-24T04:20:35.7764360Z https://arxiv.org/abs/1708.07120 2025-07-24T04:20:35.7764410Z 2025-07-24T04:20:35.7764560Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7764600Z 2025-07-24T04:20:35.7764650Z warnings.warn(msg) 2025-07-24T04:20:35.7764700Z 2025-07-24T04:20:35.7764820Z --- Parse Warning: 104 / 136 --- 2025-07-24T04:20:35.7765470Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=AveragedModel in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/swa_utils.py line=120. 2025-07-24T04:20:35.7765630Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7765840Z Implements averaged model for Stochastic Weight Averaging (SWA) and Exponential Moving Average (EMA). 2025-07-24T04:20:35.7765880Z 2025-07-24T04:20:35.7766030Z Stochastic Weight Averaging was proposed in `Averaging Weights Leads to 2025-07-24T04:20:35.7766160Z Wider Optima and Better Generalization`_ by Pavel Izmailov, Dmitrii 2025-07-24T04:20:35.7766300Z Podoprikhin, Timur Garipov, Dmitry Vetrov and Andrew Gordon Wilson 2025-07-24T04:20:35.7766370Z (UAI 2018). 2025-07-24T04:20:35.7766410Z 2025-07-24T04:20:35.7766540Z Exponential Moving Average is a variation of `Polyak averaging`_, 2025-07-24T04:20:35.7766690Z but using exponential weights instead of equal weights across iterations. 2025-07-24T04:20:35.7766730Z 2025-07-24T04:20:35.7766870Z AveragedModel class creates a copy of the provided module :attr:`model` 2025-07-24T04:20:35.7767120Z on the device :attr:`device` and allows to compute running averages of the 2025-07-24T04:20:35.7767180Z parameters of the :attr:`model`. 2025-07-24T04:20:35.7767220Z 2025-07-24T04:20:35.7767280Z Args: 2025-07-24T04:20:35.7767380Z model (torch.nn.Module): model to use with SWA/EMA 2025-07-24T04:20:35.7767540Z device (torch.device, optional): if provided, the averaged model will be 2025-07-24T04:20:35.7767610Z stored on the :attr:`device` 2025-07-24T04:20:35.7767740Z avg_fn (function, optional): the averaging function used to update 2025-07-24T04:20:35.7767860Z parameters; the function must take in the current value of the 2025-07-24T04:20:35.7767990Z :class:`AveragedModel` parameter, the current value of :attr:`model` 2025-07-24T04:20:35.7768110Z parameter, and the number of models already averaged; if None, 2025-07-24T04:20:35.7768210Z an equally weighted average is used (default: None) 2025-07-24T04:20:35.7768350Z multi_avg_fn (function, optional): the averaging function used to update 2025-07-24T04:20:35.7768500Z parameters inplace; the function must take in the current values of the 2025-07-24T04:20:35.7768660Z :class:`AveragedModel` parameters as a list, the current values of :attr:`model` 2025-07-24T04:20:35.7768800Z parameters as a list, and the number of models already averaged; if None, 2025-07-24T04:20:35.7768910Z an equally weighted average is used (default: None) 2025-07-24T04:20:35.7769040Z use_buffers (bool): if ``True``, it will compute running averages for 2025-07-24T04:20:35.7769180Z both the parameters and the buffers of the model. (default: ``False``) 2025-07-24T04:20:35.7769220Z 2025-07-24T04:20:35.7769260Z Example: 2025-07-24T04:20:35.7769340Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7769420Z >>> loader, optimizer, model, loss_fn = ... 2025-07-24T04:20:35.7769530Z >>> swa_model = torch.optim.swa_utils.AveragedModel(model) 2025-07-24T04:20:35.7769670Z >>> scheduler = torch.optim.lr_scheduler.CosineAnnealingLR(optimizer, 2025-07-24T04:20:35.7769740Z >>> T_max=300) 2025-07-24T04:20:35.7769790Z >>> swa_start = 160 2025-07-24T04:20:35.7769880Z >>> swa_scheduler = SWALR(optimizer, swa_lr=0.05) 2025-07-24T04:20:35.7769940Z >>> for i in range(300): 2025-07-24T04:20:35.7770010Z >>> for input, target in loader: 2025-07-24T04:20:35.7770080Z >>> optimizer.zero_grad() 2025-07-24T04:20:35.7770160Z >>> loss_fn(model(input), target).backward() 2025-07-24T04:20:35.7770230Z >>> optimizer.step() 2025-07-24T04:20:35.7770280Z >>> if i > swa_start: 2025-07-24T04:20:35.7770360Z >>> swa_model.update_parameters(model) 2025-07-24T04:20:35.7770430Z >>> swa_scheduler.step() 2025-07-24T04:20:35.7770480Z >>> else: 2025-07-24T04:20:35.7770540Z >>> scheduler.step() 2025-07-24T04:20:35.7770580Z >>> 2025-07-24T04:20:35.7770670Z >>> # Update bn statistics for the swa_model at the end 2025-07-24T04:20:35.7770780Z >>> torch.optim.swa_utils.update_bn(loader, swa_model) 2025-07-24T04:20:35.7770820Z 2025-07-24T04:20:35.7771020Z You can also use custom averaging functions with the `avg_fn` or `multi_avg_fn` parameters. 2025-07-24T04:20:35.7771140Z If no averaging function is provided, the default is to compute 2025-07-24T04:20:35.7771230Z equally-weighted average of the weights (SWA). 2025-07-24T04:20:35.7771270Z 2025-07-24T04:20:35.7771320Z Example: 2025-07-24T04:20:35.7771400Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7771550Z >>> # Compute exponential moving averages of the weights and buffers 2025-07-24T04:20:35.7771650Z >>> ema_model = torch.optim.swa_utils.AveragedModel(model, 2025-07-24T04:20:35.7771820Z >>> torch.optim.swa_utils.get_ema_multi_avg_fn(0.9), use_buffers=True) 2025-07-24T04:20:35.7771860Z 2025-07-24T04:20:35.7771910Z .. note:: 2025-07-24T04:20:35.7772060Z When using SWA/EMA with models containing Batch Normalization you may 2025-07-24T04:20:35.7772190Z need to update the activation statistics for Batch Normalization. 2025-07-24T04:20:35.7772330Z This can be done either by using the :meth:`torch.optim.swa_utils.update_bn` 2025-07-24T04:20:35.7772470Z or by setting :attr:`use_buffers` to `True`. The first approach updates the 2025-07-24T04:20:35.7772620Z statistics in a post-training step by passing data through the model. The 2025-07-24T04:20:35.7772760Z second does it during the parameter update phase by averaging all buffers. 2025-07-24T04:20:35.7772910Z Empirical evidence has shown that updating the statistics in normalization 2025-07-24T04:20:35.7773040Z layers increases accuracy, but you may wish to empirically test which 2025-07-24T04:20:35.7773140Z approach yields the best results in your problem. 2025-07-24T04:20:35.7773180Z 2025-07-24T04:20:35.7773230Z .. note:: 2025-07-24T04:20:35.7773380Z :attr:`avg_fn` and `multi_avg_fn` are not saved in the :meth:`state_dict` of the model. 2025-07-24T04:20:35.7773420Z 2025-07-24T04:20:35.7773470Z .. note:: 2025-07-24T04:20:35.7773590Z When :meth:`update_parameters` is called for the first time (i.e. 2025-07-24T04:20:35.7773710Z :attr:`n_averaged` is `0`) the parameters of `model` are copied 2025-07-24T04:20:35.7773830Z to the parameters of :class:`AveragedModel`. For every subsequent 2025-07-24T04:20:35.7773950Z call of :meth:`update_parameters` the function `avg_fn` is used 2025-07-24T04:20:35.7774010Z to update the parameters. 2025-07-24T04:20:35.7774050Z 2025-07-24T04:20:35.7774180Z .. _Averaging Weights Leads to Wider Optima and Better Generalization: 2025-07-24T04:20:35.7774260Z https://arxiv.org/abs/1803.05407 2025-07-24T04:20:35.7774400Z .. _There Are Many Consistent Explanations of Unlabeled Data: Why You Should 2025-07-24T04:20:35.7774450Z Average: 2025-07-24T04:20:35.7774520Z https://arxiv.org/abs/1806.05594 2025-07-24T04:20:35.7774640Z .. _SWALP: Stochastic Weight Averaging in Low-Precision Training: 2025-07-24T04:20:35.7774710Z https://arxiv.org/abs/1904.11943 2025-07-24T04:20:35.7774840Z .. _Stochastic Weight Averaging in Parallel: Large-Batch Training That 2025-07-24T04:20:35.7774890Z Generalizes Well: 2025-07-24T04:20:35.7774960Z https://arxiv.org/abs/2001.02312 2025-07-24T04:20:35.7775020Z .. _Polyak averaging: 2025-07-24T04:20:35.7775120Z https://paperswithcode.com/method/polyak-averaging 2025-07-24T04:20:35.7775160Z 2025-07-24T04:20:35.7775310Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7775350Z 2025-07-24T04:20:35.7775400Z warnings.warn(msg) 2025-07-24T04:20:35.7775440Z 2025-07-24T04:20:35.7775550Z --- Parse Warning: 105 / 136 --- 2025-07-24T04:20:35.7776180Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SWALR in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/swa_utils.py line=375. 2025-07-24T04:20:35.7776360Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7776490Z Anneals the learning rate in each parameter group to a fixed value. 2025-07-24T04:20:35.7776550Z 2025-07-24T04:20:35.7776690Z This learning rate scheduler is meant to be used with Stochastic Weight 2025-07-24T04:20:35.7776820Z Averaging (SWA) method (see `torch.optim.swa_utils.AveragedModel`). 2025-07-24T04:20:35.7776880Z 2025-07-24T04:20:35.7776930Z Args: 2025-07-24T04:20:35.7777030Z optimizer (torch.optim.Optimizer): wrapped optimizer 2025-07-24T04:20:35.7777190Z swa_lrs (float or list): the learning rate value for all param groups 2025-07-24T04:20:35.7777270Z together or separately for each group. 2025-07-24T04:20:35.7777400Z annealing_epochs (int): number of epochs in the annealing phase 2025-07-24T04:20:35.7777450Z (default: 10) 2025-07-24T04:20:35.7777580Z annealing_strategy (str): "cos" or "linear"; specifies the annealing 2025-07-24T04:20:35.7777710Z strategy: "cos" for cosine annealing, "linear" for linear annealing 2025-07-24T04:20:35.7777760Z (default: "cos") 2025-07-24T04:20:35.7777870Z last_epoch (int): the index of the last epoch (default: -1) 2025-07-24T04:20:35.7777920Z 2025-07-24T04:20:35.7778030Z The :class:`SWALR` scheduler can be used together with other 2025-07-24T04:20:35.7778160Z schedulers to switch to a constant learning rate late in the training 2025-07-24T04:20:35.7778220Z as in the example below. 2025-07-24T04:20:35.7778260Z 2025-07-24T04:20:35.7778300Z Example: 2025-07-24T04:20:35.7778380Z >>> # xdoctest: +SKIP("Undefined variables") 2025-07-24T04:20:35.7778450Z >>> loader, optimizer, model = ... 2025-07-24T04:20:35.7778520Z >>> lr_lambda = lambda epoch: 0.9 2025-07-24T04:20:35.7778660Z >>> scheduler = torch.optim.lr_scheduler.MultiplicativeLR(optimizer, 2025-07-24T04:20:35.7778710Z >>> lr_lambda=lr_lambda) 2025-07-24T04:20:35.7778820Z >>> swa_scheduler = torch.optim.swa_utils.SWALR(optimizer, 2025-07-24T04:20:35.7778940Z >>> anneal_strategy="linear", anneal_epochs=20, swa_lr=0.05) 2025-07-24T04:20:35.7778990Z >>> swa_start = 160 2025-07-24T04:20:35.7779040Z >>> for i in range(300): 2025-07-24T04:20:35.7779120Z >>> for input, target in loader: 2025-07-24T04:20:35.7779180Z >>> optimizer.zero_grad() 2025-07-24T04:20:35.7779270Z >>> loss_fn(model(input), target).backward() 2025-07-24T04:20:35.7779330Z >>> optimizer.step() 2025-07-24T04:20:35.7779390Z >>> if i > swa_start: 2025-07-24T04:20:35.7779450Z >>> swa_scheduler.step() 2025-07-24T04:20:35.7779500Z >>> else: 2025-07-24T04:20:35.7779560Z >>> scheduler.step() 2025-07-24T04:20:35.7779600Z 2025-07-24T04:20:35.7779730Z .. _Averaging Weights Leads to Wider Optima and Better Generalization: 2025-07-24T04:20:35.7779800Z https://arxiv.org/abs/1803.05407 2025-07-24T04:20:35.7779840Z 2025-07-24T04:20:35.7779990Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7780030Z 2025-07-24T04:20:35.7780090Z warnings.warn(msg) 2025-07-24T04:20:35.7780130Z 2025-07-24T04:20:35.7780230Z --- Parse Warning: 106 / 136 --- 2025-07-24T04:20:35.7780900Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Optimizer.load_state_dict in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/optim/optimizer.py line=867. 2025-07-24T04:20:35.7781080Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7781140Z Load the optimizer state. 2025-07-24T04:20:35.7781180Z 2025-07-24T04:20:35.7781220Z Args: 2025-07-24T04:20:35.7781340Z state_dict (dict): optimizer state. Should be an object returned 2025-07-24T04:20:35.7781430Z from a call to :meth:`state_dict`. 2025-07-24T04:20:35.7781480Z 2025-07-24T04:20:35.7781520Z .. warning:: 2025-07-24T04:20:35.7781750Z Make sure this method is called after initializing :class:`torch.optim.lr_scheduler.LRScheduler`, 2025-07-24T04:20:35.7781900Z as calling it beforehand will overwrite the loaded learning rates. 2025-07-24T04:20:35.7781940Z 2025-07-24T04:20:35.7781990Z .. note:: 2025-07-24T04:20:35.7782170Z The names of the parameters (if they exist under the "param_names" key of each param group 2025-07-24T04:20:35.7782270Z in :meth:`state_dict`) will not affect the loading process. 2025-07-24T04:20:35.7782470Z To use the parameters' names for custom cases (such as when the parameters in the loaded state dict 2025-07-24T04:20:35.7782570Z differ from those initialized in the optimizer), 2025-07-24T04:20:35.7782760Z a custom ``register_load_state_dict_pre_hook`` should be implemented to adapt the loaded dict 2025-07-24T04:20:35.7782810Z accordingly. 2025-07-24T04:20:35.7782990Z If ``param_names`` exist in loaded state dict ``param_groups`` they will be saved and override 2025-07-24T04:20:35.7783180Z the current names, if present, in the optimizer state. If they do not exist in loaded state dict, 2025-07-24T04:20:35.7783280Z the optimizer ``param_names`` will remain unchanged. 2025-07-24T04:20:35.7783320Z 2025-07-24T04:20:35.7783370Z Example: 2025-07-24T04:20:35.7783420Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7783500Z >>> model = torch.nn.Linear(10, 10) 2025-07-24T04:20:35.7783600Z >>> optim = torch.optim.SGD(model.parameters(), lr=3e-4) 2025-07-24T04:20:35.7783700Z >>> scheduler1 = torch.optim.lr_scheduler.LinearLR( 2025-07-24T04:20:35.7783760Z ... optim, 2025-07-24T04:20:35.7783810Z ... start_factor=0.1, 2025-07-24T04:20:35.7783870Z ... end_factor=1, 2025-07-24T04:20:35.7783930Z ... total_iters=20, 2025-07-24T04:20:35.7783970Z ... ) 2025-07-24T04:20:35.7784090Z >>> scheduler2 = torch.optim.lr_scheduler.CosineAnnealingLR( 2025-07-24T04:20:35.7784140Z ... optim, 2025-07-24T04:20:35.7784190Z ... T_max=80, 2025-07-24T04:20:35.7784240Z ... eta_min=3e-5, 2025-07-24T04:20:35.7784290Z ... ) 2025-07-24T04:20:35.7784380Z >>> lr = torch.optim.lr_scheduler.SequentialLR( 2025-07-24T04:20:35.7784430Z ... optim, 2025-07-24T04:20:35.7784510Z ... schedulers=[scheduler1, scheduler2], 2025-07-24T04:20:35.7784570Z ... milestones=[20], 2025-07-24T04:20:35.7784610Z ... ) 2025-07-24T04:20:35.7784710Z >>> lr.load_state_dict(torch.load("./save_seq.pt")) 2025-07-24T04:20:35.7784830Z >>> # now load the optimizer checkpoint after loading the LRScheduler 2025-07-24T04:20:35.7784940Z >>> optim.load_state_dict(torch.load("./save_optim.pt")) 2025-07-24T04:20:35.7784980Z 2025-07-24T04:20:35.7785030Z 2025-07-24T04:20:35.7785180Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7785250Z 2025-07-24T04:20:35.7785310Z warnings.warn(msg) 2025-07-24T04:20:35.7785350Z 2025-07-24T04:20:35.7785450Z --- Parse Warning: 107 / 136 --- 2025-07-24T04:20:35.7786150Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SelectiveCheckpointContext in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/checkpoint.py line=1218. 2025-07-24T04:20:35.7786340Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7786380Z 2025-07-24T04:20:35.7786530Z Context passed to policy function during selective checkpointing. 2025-07-24T04:20:35.7786570Z 2025-07-24T04:20:35.7786700Z This class is used to pass relevant metadata to the policy function during 2025-07-24T04:20:35.7786880Z selective checkpointing. The metadata includes whether the current invocation 2025-07-24T04:20:35.7786990Z of the policy function is during recomputation or not. 2025-07-24T04:20:35.7787030Z 2025-07-24T04:20:35.7787070Z Example: 2025-07-24T04:20:35.7787130Z >>> # xdoctest: +SKIP(stub) 2025-07-24T04:20:35.7787170Z >>> 2025-07-24T04:20:35.7787250Z >>> def policy_fn(ctx, op, *args, **kwargs): 2025-07-24T04:20:35.7787310Z >>> print(ctx.is_recompute) 2025-07-24T04:20:35.7787350Z >>> 2025-07-24T04:20:35.7787520Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, policy_fn) 2025-07-24T04:20:35.7787560Z >>> 2025-07-24T04:20:35.7787650Z >>> out = torch.utils.checkpoint.checkpoint( 2025-07-24T04:20:35.7787700Z >>> fn, x, y, 2025-07-24T04:20:35.7787750Z >>> use_reentrant=False, 2025-07-24T04:20:35.7787810Z >>> context_fn=context_fn, 2025-07-24T04:20:35.7787850Z >>> ) 2025-07-24T04:20:35.7787900Z 2025-07-24T04:20:35.7788050Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7788090Z 2025-07-24T04:20:35.7788140Z warnings.warn(msg) 2025-07-24T04:20:35.7788180Z 2025-07-24T04:20:35.7788290Z --- Parse Warning: 108 / 136 --- 2025-07-24T04:20:35.7789000Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=create_selective_checkpoint_contexts in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/checkpoint.py line=1358. 2025-07-24T04:20:35.7789160Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7789200Z 2025-07-24T04:20:35.7789340Z Helper to avoid recomputing certain ops during activation checkpointing. 2025-07-24T04:20:35.7789380Z 2025-07-24T04:20:35.7789520Z Use this with `torch.utils.checkpoint.checkpoint` to control which 2025-07-24T04:20:35.7789610Z operations are recomputed during the backward pass. 2025-07-24T04:20:35.7789660Z 2025-07-24T04:20:35.7789700Z Args: 2025-07-24T04:20:35.7789770Z policy_fn_or_list (Callable or List): 2025-07-24T04:20:35.7789870Z - If a policy function is provided, it should accept a 2025-07-24T04:20:35.7790020Z :class:`SelectiveCheckpointContext`, the :class:`OpOverload`, args and 2025-07-24T04:20:35.7790150Z kwargs to the op, and return a :class:`CheckpointPolicy` enum value 2025-07-24T04:20:35.7790290Z indicating whether the execution of the op should be recomputed or not. 2025-07-24T04:20:35.7790420Z - If a list of operations is provided, it is equivalent to a policy 2025-07-24T04:20:35.7790540Z returning `CheckpointPolicy.MUST_SAVE` for the specified 2025-07-24T04:20:35.7790670Z operations and `CheckpointPolicy.PREFER_RECOMPUTE` for all other 2025-07-24T04:20:35.7790720Z operations. 2025-07-24T04:20:35.7790850Z allow_cache_entry_mutation (bool, optional): By default, an error is 2025-07-24T04:20:35.7791010Z raised if any tensors cached by selective activation checkpoint are 2025-07-24T04:20:35.7791130Z mutated in order to ensure correctness. If set to `True`, this check 2025-07-24T04:20:35.7791180Z is disabled. 2025-07-24T04:20:35.7791230Z Returns: 2025-07-24T04:20:35.7791290Z A tuple of two context managers. 2025-07-24T04:20:35.7791330Z 2025-07-24T04:20:35.7791390Z Example: 2025-07-24T04:20:35.7791460Z >>> # xdoctest: +REQUIRES(LINUX) 2025-07-24T04:20:35.7791510Z >>> import functools 2025-07-24T04:20:35.7791550Z >>> 2025-07-24T04:20:35.7791660Z >>> x = torch.rand(10, 10, requires_grad=True) 2025-07-24T04:20:35.7791730Z >>> y = torch.rand(10, 10, requires_grad=True) 2025-07-24T04:20:35.7791770Z >>> 2025-07-24T04:20:35.7791840Z >>> ops_to_save = [ 2025-07-24T04:20:35.7791910Z >>> torch.ops.aten.mm.default, 2025-07-24T04:20:35.7791950Z >>> ] 2025-07-24T04:20:35.7791990Z >>> 2025-07-24T04:20:35.7792070Z >>> def policy_fn(ctx, op, *args, **kwargs): 2025-07-24T04:20:35.7792130Z >>> if op in ops_to_save: 2025-07-24T04:20:35.7792210Z >>> return CheckpointPolicy.MUST_SAVE 2025-07-24T04:20:35.7792250Z >>> else: 2025-07-24T04:20:35.7792340Z >>> return CheckpointPolicy.PREFER_RECOMPUTE 2025-07-24T04:20:35.7792380Z >>> 2025-07-24T04:20:35.7792550Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, policy_fn) 2025-07-24T04:20:35.7792590Z >>> 2025-07-24T04:20:35.7792640Z >>> # or equivalently 2025-07-24T04:20:35.7792810Z >>> context_fn = functools.partial(create_selective_checkpoint_contexts, ops_to_save) 2025-07-24T04:20:35.7792850Z >>> 2025-07-24T04:20:35.7792900Z >>> def fn(x, y): 2025-07-24T04:20:35.7793030Z >>> return torch.sigmoid(torch.matmul(torch.matmul(x, y), y)) * y 2025-07-24T04:20:35.7793070Z >>> 2025-07-24T04:20:35.7793160Z >>> out = torch.utils.checkpoint.checkpoint( 2025-07-24T04:20:35.7793210Z >>> fn, x, y, 2025-07-24T04:20:35.7793260Z >>> use_reentrant=False, 2025-07-24T04:20:35.7793320Z >>> context_fn=context_fn, 2025-07-24T04:20:35.7793360Z >>> ) 2025-07-24T04:20:35.7793400Z 2025-07-24T04:20:35.7793550Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7793600Z 2025-07-24T04:20:35.7793650Z warnings.warn(msg) 2025-07-24T04:20:35.7793690Z 2025-07-24T04:20:35.7793790Z --- Parse Warning: 109 / 136 --- 2025-07-24T04:20:35.7794490Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ThroughputBenchmark in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/throughput_benchmark.py line=61. 2025-07-24T04:20:35.7794650Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7794690Z 2025-07-24T04:20:35.7794870Z This class is a wrapper around a c++ component throughput_benchmark::ThroughputBenchmark. 2025-07-24T04:20:35.7794910Z 2025-07-24T04:20:35.7795090Z This wrapper on the throughput_benchmark::ThroughputBenchmark component is responsible 2025-07-24T04:20:35.7795240Z for executing a PyTorch module (nn.Module or ScriptModule) under an inference 2025-07-24T04:20:35.7795380Z server like load. It can emulate multiple calling threads to a single module 2025-07-24T04:20:35.7795520Z provided. In the future we plan to enhance this component to support inter and 2025-07-24T04:20:35.7795670Z intra-op parallelism as well as multiple models running in a single process. 2025-07-24T04:20:35.7795710Z 2025-07-24T04:20:35.7795860Z Please note that even though nn.Module is supported, it might incur an overhead 2025-07-24T04:20:35.7796020Z from the need to hold GIL every time we execute Python code or pass around 2025-07-24T04:20:35.7796170Z inputs as Python objects. As soon as you have a ScriptModule version of your 2025-07-24T04:20:35.7796310Z model for inference deployment it is better to switch to using it in this 2025-07-24T04:20:35.7796350Z benchmark. 2025-07-24T04:20:35.7796390Z 2025-07-24T04:20:35.7796440Z Example:: 2025-07-24T04:20:35.7796500Z 2025-07-24T04:20:35.7796570Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:35.7796660Z >>> from torch.utils import ThroughputBenchmark 2025-07-24T04:20:35.7796740Z >>> bench = ThroughputBenchmark(my_module) 2025-07-24T04:20:35.7796850Z >>> # Pre-populate benchmark's data set with the inputs 2025-07-24T04:20:35.7796910Z >>> for input in inputs: 2025-07-24T04:20:35.7797080Z ... # Both args and kwargs work, same as any PyTorch Module / ScriptModule 2025-07-24T04:20:35.7797160Z ... bench.add_input(input[0], x2=input[1]) 2025-07-24T04:20:35.7797280Z >>> # Inputs supplied above are randomly used during the execution 2025-07-24T04:20:35.7797340Z >>> stats = bench.benchmark( 2025-07-24T04:20:35.7797400Z ... num_calling_threads=4, 2025-07-24T04:20:35.7797460Z ... num_warmup_iters = 100, 2025-07-24T04:20:35.7797510Z ... num_iters = 1000, 2025-07-24T04:20:35.7797550Z ... ) 2025-07-24T04:20:35.7797660Z >>> print("Avg latency (ms): {}".format(stats.latency_avg_ms)) 2025-07-24T04:20:35.7797770Z >>> print("Number of iterations: {}".format(stats.num_iters)) 2025-07-24T04:20:35.7797810Z 2025-07-24T04:20:35.7797960Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7798000Z 2025-07-24T04:20:35.7798050Z warnings.warn(msg) 2025-07-24T04:20:35.7798100Z 2025-07-24T04:20:35.7798200Z --- Parse Warning: 110 / 136 --- 2025-07-24T04:20:35.7798870Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=register_pytree_node in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/_cxx_pytree.py line=134. 2025-07-24T04:20:35.7799020Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7799110Z Register a container-like type as pytree node. 2025-07-24T04:20:35.7799150Z 2025-07-24T04:20:35.7799190Z Args: 2025-07-24T04:20:35.7799310Z cls (type): A Python type to treat as an internal pytree node. 2025-07-24T04:20:35.7799480Z flatten_fn (callable): A function to be used during flattening, taking an instance of 2025-07-24T04:20:35.7799630Z ``cls`` and returning a pair, with (1) an iterable for the children to be flattened 2025-07-24T04:20:35.7799810Z recursively, and (2) some hashable auxiliary data to be stored in the treespec and to be 2025-07-24T04:20:35.7799880Z passed to the ``unflatten_fn``. 2025-07-24T04:20:35.7800040Z unflatten_fn (callable): A function taking two arguments: the auxiliary data that was 2025-07-24T04:20:35.7800200Z returned by ``flatten_fn`` and stored in the treespec, and the unflattened children. 2025-07-24T04:20:35.7800300Z The function should return an instance of ``cls``. 2025-07-24T04:20:35.7800470Z serialized_type_name (str, optional): A keyword argument used to specify the fully 2025-07-24T04:20:35.7800570Z qualified name used when serializing the tree spec. 2025-07-24T04:20:35.7800760Z to_dumpable_context (callable, optional): An optional keyword argument to custom specify how 2025-07-24T04:20:35.7800920Z to convert the context of the pytree to a custom json dumpable representation. This is 2025-07-24T04:20:35.7801090Z used for json serialization, which is being used in :mod:`torch.export` right now. 2025-07-24T04:20:35.7801290Z from_dumpable_context (callable, optional): An optional keyword argument to custom specify 2025-07-24T04:20:35.7801450Z how to convert the custom json dumpable representation of the context back to the 2025-07-24T04:20:35.7801610Z original context. This is used for json deserialization, which is being used in 2025-07-24T04:20:35.7801700Z :mod:`torch.export` right now. 2025-07-24T04:20:35.7801740Z 2025-07-24T04:20:35.7801780Z Example:: 2025-07-24T04:20:35.7801820Z 2025-07-24T04:20:35.7801880Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7801990Z >>> # Registry a Python type with lambda functions 2025-07-24T04:20:35.7802050Z >>> register_pytree_node( 2025-07-24T04:20:35.7802100Z ... set, 2025-07-24T04:20:35.7802200Z ... lambda s: (sorted(s), None, None), 2025-07-24T04:20:35.7802280Z ... lambda children, _: set(children), 2025-07-24T04:20:35.7802320Z ... ) 2025-07-24T04:20:35.7802360Z 2025-07-24T04:20:35.7802510Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7802550Z 2025-07-24T04:20:35.7802600Z warnings.warn(msg) 2025-07-24T04:20:35.7802640Z 2025-07-24T04:20:35.7802740Z --- Parse Warning: 111 / 136 --- 2025-07-24T04:20:35.7803410Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CppExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1147. 2025-07-24T04:20:35.7803570Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7803610Z 2025-07-24T04:20:35.7803690Z Create a :class:`setuptools.Extension` for C++. 2025-07-24T04:20:35.7803740Z 2025-07-24T04:20:35.7803880Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-07-24T04:20:35.7804020Z bare minimum (but often sufficient) arguments to build a C++ extension. 2025-07-24T04:20:35.7804060Z 2025-07-24T04:20:35.7804190Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-07-24T04:20:35.7804280Z constructor. Full list arguments can be found at 2025-07-24T04:20:35.7804470Z https://setuptools.pypa.io/en/latest/userguide/ext_modules.html#extension-api-reference 2025-07-24T04:20:35.7804510Z 2025-07-24T04:20:35.7804560Z .. warning:: 2025-07-24T04:20:35.7804700Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-07-24T04:20:35.7804830Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-07-24T04:20:35.7804960Z the user's responsibility in their library to not use APIs from 2025-07-24T04:20:35.7805100Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-07-24T04:20:35.7805240Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-07-24T04:20:35.7805360Z example, to give access to custom ops from python, the library should 2025-07-24T04:20:35.7805440Z register the ops through the dispatcher. 2025-07-24T04:20:35.7805480Z 2025-07-24T04:20:35.7805610Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-07-24T04:20:35.7805740Z as a compile flag when py_limited_api is specified as an option for 2025-07-24T04:20:35.7805870Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-07-24T04:20:35.7806000Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-07-24T04:20:35.7806130Z safety, and sanity in order to encourage best practices. To target a 2025-07-24T04:20:35.7806260Z different version, set min_supported_cpython to the hexcode of the 2025-07-24T04:20:35.7806350Z CPython version of choice. 2025-07-24T04:20:35.7806390Z 2025-07-24T04:20:35.7806440Z Example: 2025-07-24T04:20:35.7806490Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7806580Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-07-24T04:20:35.7806650Z >>> from setuptools import setup 2025-07-24T04:20:35.7806780Z >>> from torch.utils.cpp_extension import BuildExtension, CppExtension 2025-07-24T04:20:35.7806850Z >>> setup( 2025-07-24T04:20:35.7806910Z ... name='extension', 2025-07-24T04:20:35.7806960Z ... ext_modules=[ 2025-07-24T04:20:35.7807020Z ... CppExtension( 2025-07-24T04:20:35.7807090Z ... name='extension', 2025-07-24T04:20:35.7807160Z ... sources=['extension.cpp'], 2025-07-24T04:20:35.7807230Z ... extra_compile_args=['-g'], 2025-07-24T04:20:35.7807350Z ... extra_link_args=['-Wl,--no-as-needed', '-lm']) 2025-07-24T04:20:35.7807400Z ... ], 2025-07-24T04:20:35.7807450Z ... cmdclass={ 2025-07-24T04:20:35.7807510Z ... 'build_ext': BuildExtension 2025-07-24T04:20:35.7807560Z ... }) 2025-07-24T04:20:35.7807600Z 2025-07-24T04:20:35.7807750Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7807790Z 2025-07-24T04:20:35.7807840Z warnings.warn(msg) 2025-07-24T04:20:35.7807880Z 2025-07-24T04:20:35.7807980Z --- Parse Warning: 112 / 136 --- 2025-07-24T04:20:35.7808650Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CUDAExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1217. 2025-07-24T04:20:35.7808810Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7808850Z 2025-07-24T04:20:35.7808950Z Create a :class:`setuptools.Extension` for CUDA/C++. 2025-07-24T04:20:35.7808990Z 2025-07-24T04:20:35.7809140Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-07-24T04:20:35.7809260Z bare minimum (but often sufficient) arguments to build a CUDA/C++ 2025-07-24T04:20:35.7809400Z extension. This includes the CUDA include path, library path and runtime 2025-07-24T04:20:35.7809440Z library. 2025-07-24T04:20:35.7809480Z 2025-07-24T04:20:35.7809610Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-07-24T04:20:35.7809700Z constructor. Full list arguments can be found at 2025-07-24T04:20:35.7809900Z https://setuptools.pypa.io/en/latest/userguide/ext_modules.html#extension-api-reference 2025-07-24T04:20:35.7809940Z 2025-07-24T04:20:35.7809980Z .. warning:: 2025-07-24T04:20:35.7810130Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-07-24T04:20:35.7810260Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-07-24T04:20:35.7810380Z the user's responsibility in their library to not use APIs from 2025-07-24T04:20:35.7810520Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-07-24T04:20:35.7810650Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-07-24T04:20:35.7810780Z example, to give access to custom ops from python, the library should 2025-07-24T04:20:35.7810860Z register the ops through the dispatcher. 2025-07-24T04:20:35.7810900Z 2025-07-24T04:20:35.7811040Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-07-24T04:20:35.7811160Z as a compile flag when py_limited_api is specified as an option for 2025-07-24T04:20:35.7811290Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-07-24T04:20:35.7811420Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-07-24T04:20:35.7814180Z safety, and sanity in order to encourage best practices. To target a 2025-07-24T04:20:35.7814310Z different version, set min_supported_cpython to the hexcode of the 2025-07-24T04:20:35.7814370Z CPython version of choice. 2025-07-24T04:20:35.7814410Z 2025-07-24T04:20:35.7814460Z Example: 2025-07-24T04:20:35.7814510Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7814610Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-07-24T04:20:35.7814720Z >>> from setuptools import setup 2025-07-24T04:20:35.7814860Z >>> from torch.utils.cpp_extension import BuildExtension, CUDAExtension 2025-07-24T04:20:35.7814930Z >>> setup( 2025-07-24T04:20:35.7815000Z ... name='cuda_extension', 2025-07-24T04:20:35.7815050Z ... ext_modules=[ 2025-07-24T04:20:35.7815120Z ... CUDAExtension( 2025-07-24T04:20:35.7815200Z ... name='cuda_extension', 2025-07-24T04:20:35.7815300Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-07-24T04:20:35.7815380Z ... extra_compile_args={'cxx': ['-g'], 2025-07-24T04:20:35.7815460Z ... 'nvcc': ['-O2']}, 2025-07-24T04:20:35.7815560Z ... extra_link_args=['-Wl,--no-as-needed', '-lcuda']) 2025-07-24T04:20:35.7815600Z ... ], 2025-07-24T04:20:35.7815650Z ... cmdclass={ 2025-07-24T04:20:35.7815720Z ... 'build_ext': BuildExtension 2025-07-24T04:20:35.7815760Z ... }) 2025-07-24T04:20:35.7815800Z 2025-07-24T04:20:35.7815860Z Compute capabilities: 2025-07-24T04:20:35.7815900Z 2025-07-24T04:20:35.7816080Z By default the extension will be compiled to run on all archs of the cards visible during the 2025-07-24T04:20:35.7816260Z building process of the extension, plus PTX. If down the road a new card is installed the 2025-07-24T04:20:35.7816430Z extension may need to be recompiled. If a visible card has a compute capability (CC) that's 2025-07-24T04:20:35.7816620Z newer than the newest version for which your nvcc can build fully-compiled binaries, PyTorch 2025-07-24T04:20:35.7816790Z will make nvcc fall back to building kernels with the newest version of PTX your nvcc does 2025-07-24T04:20:35.7816860Z support (see below for details on PTX). 2025-07-24T04:20:35.7816900Z 2025-07-24T04:20:35.7817090Z You can override the default behavior using `TORCH_CUDA_ARCH_LIST` to explicitly specify which 2025-07-24T04:20:35.7817150Z CCs you want the extension to support: 2025-07-24T04:20:35.7817200Z 2025-07-24T04:20:35.7817310Z ``TORCH_CUDA_ARCH_LIST="6.1 8.6" python build_my_extension.py`` 2025-07-24T04:20:35.7817460Z ``TORCH_CUDA_ARCH_LIST="5.2 6.0 6.1 7.0 7.5 8.0 8.6+PTX" python build_my_extension.py`` 2025-07-24T04:20:35.7817500Z 2025-07-24T04:20:35.7817690Z The +PTX option causes extension kernel binaries to include PTX instructions for the specified 2025-07-24T04:20:35.7817880Z CC. PTX is an intermediate representation that allows kernels to runtime-compile for any CC >= 2025-07-24T04:20:35.7818060Z the specified CC (for example, 8.6+PTX generates PTX that can runtime-compile for any GPU with 2025-07-24T04:20:35.7818240Z CC >= 8.6). This improves your binary's forward compatibility. However, relying on older PTX to 2025-07-24T04:20:35.7818430Z provide forward compat by runtime-compiling for newer CCs can modestly reduce performance on 2025-07-24T04:20:35.7818600Z those newer CCs. If you know exact CC(s) of the GPUs you want to target, you're always better 2025-07-24T04:20:35.7818790Z off specifying them individually. For example, if you want your extension to run on 8.0 and 8.6, 2025-07-24T04:20:35.7818980Z "8.0+PTX" would work functionally because it includes PTX that can runtime-compile for 8.6, but 2025-07-24T04:20:35.7819030Z "8.0 8.6" would be better. 2025-07-24T04:20:35.7819100Z 2025-07-24T04:20:35.7819280Z Note that while it's possible to include all supported archs, the more archs get included the 2025-07-24T04:20:35.7819450Z slower the building process will be, as it will build a separate kernel image for each arch. 2025-07-24T04:20:35.7819490Z 2025-07-24T04:20:35.7819690Z Note that CUDA-11.5 nvcc will hit internal compiler error while parsing torch/extension.h on Windows. 2025-07-24T04:20:35.7819840Z To workaround the issue, move python binding logic to pure C++ file. 2025-07-24T04:20:35.7819890Z 2025-07-24T04:20:35.7819930Z Example use: 2025-07-24T04:20:35.7819990Z #include 2025-07-24T04:20:35.7820100Z at::Tensor SigmoidAlphaBlendForwardCuda(....) 2025-07-24T04:20:35.7820150Z 2025-07-24T04:20:35.7820190Z Instead of: 2025-07-24T04:20:35.7820250Z #include 2025-07-24T04:20:35.7820380Z torch::Tensor SigmoidAlphaBlendForwardCuda(...) 2025-07-24T04:20:35.7820430Z 2025-07-24T04:20:35.7820600Z Currently open issue for nvcc bug: https://github.com/pytorch/pytorch/issues/69460 2025-07-24T04:20:35.7820900Z Complete workaround code example: https://github.com/facebookresearch/pytorch3d/commit/cb170ac024a949f1f9614ffe6af1c38d972f7d48 2025-07-24T04:20:35.7820940Z 2025-07-24T04:20:35.7821000Z Relocatable device code linking: 2025-07-24T04:20:35.7821040Z 2025-07-24T04:20:35.7821210Z If you want to reference device symbols across compilation units (across object files), 2025-07-24T04:20:35.7821370Z the object files need to be built with `relocatable device code` (-rdc=true or -dc). 2025-07-24T04:20:35.7821580Z An exception to this rule is "dynamic parallelism" (nested kernel launches) which is not used a lot anymore. 2025-07-24T04:20:35.7821790Z `Relocatable device code` is less optimized so it needs to be used only on object files that need it. 2025-07-24T04:20:35.7821980Z Using `-dlto` (Device Link Time Optimization) at the device code compilation step and `dlink` step 2025-07-24T04:20:35.7822090Z helps reduce the protentional perf degradation of `-rdc`. 2025-07-24T04:20:35.7822200Z Note that it needs to be used at both steps to be useful. 2025-07-24T04:20:35.7822240Z 2025-07-24T04:20:35.7822460Z If you have `rdc` objects you need to have an extra `-dlink` (device linking) step before the CPU symbol linking step. 2025-07-24T04:20:35.7822570Z There is also a case where `-dlink` is used without `-rdc`: 2025-07-24T04:20:35.7822720Z when an extension is linked against a static lib containing rdc-compiled objects 2025-07-24T04:20:35.7822850Z like the [NVSHMEM library](https://developer.nvidia.com/nvshmem). 2025-07-24T04:20:35.7822890Z 2025-07-24T04:20:35.7823020Z Note: Ninja is required to build a CUDA Extension with RDC linking. 2025-07-24T04:20:35.7823060Z 2025-07-24T04:20:35.7823100Z Example: 2025-07-24T04:20:35.7823160Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7823250Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-07-24T04:20:35.7823300Z >>> CUDAExtension( 2025-07-24T04:20:35.7823360Z ... name='cuda_extension', 2025-07-24T04:20:35.7823470Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-07-24T04:20:35.7823520Z ... dlink=True, 2025-07-24T04:20:35.7823590Z ... dlink_libraries=["dlink_lib"], 2025-07-24T04:20:35.7823660Z ... extra_compile_args={'cxx': ['-g'], 2025-07-24T04:20:35.7823740Z ... 'nvcc': ['-O2', '-rdc=true']}) 2025-07-24T04:20:35.7823780Z 2025-07-24T04:20:35.7823940Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7823980Z 2025-07-24T04:20:35.7824030Z warnings.warn(msg) 2025-07-24T04:20:35.7824070Z 2025-07-24T04:20:35.7824190Z --- Parse Warning: 113 / 136 --- 2025-07-24T04:20:35.7824860Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=SyclExtension in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1408. 2025-07-24T04:20:35.7825040Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7825080Z 2025-07-24T04:20:35.7825180Z Creates a :class:`setuptools.Extension` for SYCL/C++. 2025-07-24T04:20:35.7825240Z 2025-07-24T04:20:35.7825390Z Convenience method that creates a :class:`setuptools.Extension` with the 2025-07-24T04:20:35.7825510Z bare minimum (but often sufficient) arguments to build a SYCL/C++ 2025-07-24T04:20:35.7825570Z extension. 2025-07-24T04:20:35.7825620Z 2025-07-24T04:20:35.7825740Z All arguments are forwarded to the :class:`setuptools.Extension` 2025-07-24T04:20:35.7825810Z constructor. 2025-07-24T04:20:35.7825850Z 2025-07-24T04:20:35.7825890Z .. warning:: 2025-07-24T04:20:35.7826040Z The PyTorch python API (as provided in libtorch_python) cannot be built 2025-07-24T04:20:35.7826170Z with the flag ``py_limited_api=True``. When this flag is passed, it is 2025-07-24T04:20:35.7826290Z the user's responsibility in their library to not use APIs from 2025-07-24T04:20:35.7826420Z libtorch_python (in particular pytorch/python bindings) and to only use 2025-07-24T04:20:35.7826560Z APIs from libtorch (aten objects, operators and the dispatcher). For 2025-07-24T04:20:35.7826690Z example, to give access to custom ops from python, the library should 2025-07-24T04:20:35.7826770Z register the ops through the dispatcher. 2025-07-24T04:20:35.7826810Z 2025-07-24T04:20:35.7826940Z Contrary to CPython setuptools, who does not define -DPy_LIMITED_API 2025-07-24T04:20:35.7827070Z as a compile flag when py_limited_api is specified as an option for 2025-07-24T04:20:35.7827200Z the "bdist_wheel" command in ``setup``, PyTorch does! We will specify 2025-07-24T04:20:35.7827330Z -DPy_LIMITED_API=min_supported_cpython to best enforce consistency, 2025-07-24T04:20:35.7827460Z safety, and sanity in order to encourage best practices. To target a 2025-07-24T04:20:35.7827590Z different version, set min_supported_cpython to the hexcode of the 2025-07-24T04:20:35.7827650Z CPython version of choice. 2025-07-24T04:20:35.7827690Z 2025-07-24T04:20:35.7827740Z Example: 2025-07-24T04:20:35.7827790Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7827880Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-07-24T04:20:35.7828020Z >>> from torch.utils.cpp_extension import BuildExtension, SyclExtension 2025-07-24T04:20:35.7828060Z >>> setup( 2025-07-24T04:20:35.7828120Z ... name='xpu_extension', 2025-07-24T04:20:35.7828170Z ... ext_modules=[ 2025-07-24T04:20:35.7828230Z ... SyclExtension( 2025-07-24T04:20:35.7828300Z ... name='xpu_extension', 2025-07-24T04:20:35.7828400Z ... sources=['extension.cpp', 'extension_kernel.cpp'], 2025-07-24T04:20:35.7828520Z ... extra_compile_args={'cxx': ['-g', '-std=c++20', '-fPIC']}) 2025-07-24T04:20:35.7828560Z ... ], 2025-07-24T04:20:35.7828610Z ... cmdclass={ 2025-07-24T04:20:35.7828680Z ... 'build_ext': BuildExtension 2025-07-24T04:20:35.7828720Z ... }) 2025-07-24T04:20:35.7828760Z 2025-07-24T04:20:35.7828940Z By default the extension will be compiled to run on all archs of the cards visible during the 2025-07-24T04:20:35.7829100Z building process of the extension. If down the road a new card is installed the 2025-07-24T04:20:35.7829250Z extension may need to be recompiled. You can override the default behavior using 2025-07-24T04:20:35.7829440Z `TORCH_XPU_ARCH_LIST` to explicitly specify which device architectures you want the extension 2025-07-24T04:20:35.7829520Z to support: 2025-07-24T04:20:35.7829560Z 2025-07-24T04:20:35.7829690Z ``TORCH_XPU_ARCH_LIST="pvc,xe-lpg" python build_my_extension.py`` 2025-07-24T04:20:35.7829730Z 2025-07-24T04:20:35.7829910Z Note that while it's possible to include all supported archs, the more archs get included the 2025-07-24T04:20:35.7830080Z slower the building process will be, as it will build a separate kernel image for each arch. 2025-07-24T04:20:35.7830150Z 2025-07-24T04:20:35.7830240Z Note: Ninja is required to build SyclExtension. 2025-07-24T04:20:35.7830280Z 2025-07-24T04:20:35.7830430Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7830490Z 2025-07-24T04:20:35.7830540Z warnings.warn(msg) 2025-07-24T04:20:35.7830580Z 2025-07-24T04:20:35.7830680Z --- Parse Warning: 114 / 136 --- 2025-07-24T04:20:35.7831350Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1585. 2025-07-24T04:20:35.7831510Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7831550Z 2025-07-24T04:20:35.7831640Z Load a PyTorch C++ extension just-in-time (JIT). 2025-07-24T04:20:35.7831680Z 2025-07-24T04:20:35.7831810Z To load an extension, a Ninja build file is emitted, which is used to 2025-07-24T04:20:35.7831930Z compile the given sources into a dynamic library. This library is 2025-07-24T04:20:35.7832070Z subsequently loaded into the current Python process as a module and 2025-07-24T04:20:35.7832140Z returned from this function, ready for use. 2025-07-24T04:20:35.7832180Z 2025-07-24T04:20:35.7832310Z By default, the directory to which the build file is emitted and the 2025-07-24T04:20:35.7832450Z resulting library compiled to is ``/torch_extensions/``, where 2025-07-24T04:20:35.7832570Z ```` is the temporary folder on the current platform and ```` 2025-07-24T04:20:35.7832700Z the name of the extension. This location can be overridden in two ways. 2025-07-24T04:20:35.7832830Z First, if the ``TORCH_EXTENSIONS_DIR`` environment variable is set, it 2025-07-24T04:20:35.7832960Z replaces ``/torch_extensions`` and all extensions will be compiled 2025-07-24T04:20:35.7833100Z into subfolders of this directory. Second, if the ``build_directory`` 2025-07-24T04:20:35.7833230Z argument to this function is supplied, it overrides the entire path, i.e. 2025-07-24T04:20:35.7833340Z the library will be compiled into that folder directly. 2025-07-24T04:20:35.7833380Z 2025-07-24T04:20:35.7833510Z To compile the sources, the default system compiler (``c++``) is used, 2025-07-24T04:20:35.7833660Z which can be overridden by setting the ``CXX`` environment variable. To pass 2025-07-24T04:20:35.7833800Z additional arguments to the compilation process, ``extra_cflags`` or 2025-07-24T04:20:35.7833930Z ``extra_ldflags`` can be provided. For example, to compile your extension 2025-07-24T04:20:35.7834060Z with optimizations, pass ``extra_cflags=['-O3']``. You can also use 2025-07-24T04:20:35.7834150Z ``extra_cflags`` to pass further include directories. 2025-07-24T04:20:35.7834200Z 2025-07-24T04:20:35.7834340Z CUDA support with mixed compilation is provided. Simply pass CUDA source 2025-07-24T04:20:35.7834450Z files (``.cu`` or ``.cuh``) along with other sources. Such files will be 2025-07-24T04:20:35.7834600Z detected and compiled with nvcc rather than the C++ compiler. This includes 2025-07-24T04:20:35.7834730Z passing the CUDA lib64 directory as a library directory, and linking 2025-07-24T04:20:35.7834820Z ``cudart``. You can pass additional flags to nvcc via 2025-07-24T04:20:35.7834950Z ``extra_cuda_cflags``, just like with ``extra_cflags`` for C++. Various 2025-07-24T04:20:35.7835120Z heuristics for finding the CUDA install directory are used, which usually 2025-07-24T04:20:35.7835250Z work fine. If not, setting the ``CUDA_HOME`` environment variable is the 2025-07-24T04:20:35.7835290Z safest option. 2025-07-24T04:20:35.7835330Z 2025-07-24T04:20:35.7835470Z SYCL support with mixed compilation is provided. Simply pass SYCL source 2025-07-24T04:20:35.7835590Z files (``.sycl``) along with other sources. Such files will be detected 2025-07-24T04:20:35.7835750Z and compiled with SYCL compiler (such as Intel DPC++ Compiler) rather 2025-07-24T04:20:35.7835900Z than the C++ compiler. You can pass additional flags to SYCL compiler 2025-07-24T04:20:35.7836020Z via ``extra_sycl_cflags``, just like with ``extra_cflags`` for C++. 2025-07-24T04:20:35.7836160Z SYCL compiler is expected to be found via system PATH environment 2025-07-24T04:20:35.7836210Z variable. 2025-07-24T04:20:35.7836250Z 2025-07-24T04:20:35.7836290Z Args: 2025-07-24T04:20:35.7836420Z name: The name of the extension to build. This MUST be the same as the 2025-07-24T04:20:35.7836490Z name of the pybind11 module! 2025-07-24T04:20:35.7836610Z sources: A list of relative or absolute paths to C++ source files. 2025-07-24T04:20:35.7836740Z extra_cflags: optional list of compiler flags to forward to the build. 2025-07-24T04:20:35.7836870Z extra_cuda_cflags: optional list of compiler flags to forward to nvcc 2025-07-24T04:20:35.7836940Z when building CUDA sources. 2025-07-24T04:20:35.7837070Z extra_sycl_cflags: optional list of compiler flags to forward to SYCL 2025-07-24T04:20:35.7837140Z compiler when building SYCL sources. 2025-07-24T04:20:35.7837270Z extra_ldflags: optional list of linker flags to forward to the build. 2025-07-24T04:20:35.7837400Z extra_include_paths: optional list of include directories to forward 2025-07-24T04:20:35.7837450Z to the build. 2025-07-24T04:20:35.7837560Z build_directory: optional path to use as build workspace. 2025-07-24T04:20:35.7837670Z verbose: If ``True``, turns on verbose logging of load steps. 2025-07-24T04:20:35.7837800Z with_cuda: Determines whether CUDA headers and libraries are added to 2025-07-24T04:20:35.7837900Z the build. If set to ``None`` (default), this value is 2025-07-24T04:20:35.7838030Z automatically determined based on the existence of ``.cu`` or 2025-07-24T04:20:35.7838130Z ``.cuh`` in ``sources``. Set it to `True`` to force CUDA headers 2025-07-24T04:20:35.7838200Z and libraries to be included. 2025-07-24T04:20:35.7838330Z with_sycl: Determines whether SYCL headers and libraries are added to 2025-07-24T04:20:35.7838430Z the build. If set to ``None`` (default), this value is 2025-07-24T04:20:35.7838560Z automatically determined based on the existence of ``.sycl`` in 2025-07-24T04:20:35.7838660Z ``sources``. Set it to `True`` to force SYCL headers and 2025-07-24T04:20:35.7838720Z libraries to be included. 2025-07-24T04:20:35.7838850Z is_python_module: If ``True`` (default), imports the produced shared 2025-07-24T04:20:35.7838960Z library as a Python module. If ``False``, behavior depends on 2025-07-24T04:20:35.7839010Z ``is_standalone``. 2025-07-24T04:20:35.7839140Z is_standalone: If ``False`` (default) loads the constructed extension 2025-07-24T04:20:35.7839260Z into the process as a plain dynamic library. If ``True``, build a 2025-07-24T04:20:35.7839320Z standalone executable. 2025-07-24T04:20:35.7839360Z 2025-07-24T04:20:35.7839400Z Returns: 2025-07-24T04:20:35.7839470Z If ``is_python_module`` is ``True``: 2025-07-24T04:20:35.7839570Z Returns the loaded PyTorch extension as a Python module. 2025-07-24T04:20:35.7839620Z 2025-07-24T04:20:35.7839760Z If ``is_python_module`` is ``False`` and ``is_standalone`` is ``False``: 2025-07-24T04:20:35.7839890Z Returns nothing. (The shared library is loaded into the process as 2025-07-24T04:20:35.7839940Z a side effect.) 2025-07-24T04:20:35.7839990Z 2025-07-24T04:20:35.7840050Z If ``is_standalone`` is ``True``. 2025-07-24T04:20:35.7840170Z Return the path to the executable. (On Windows, TORCH_LIB_PATH is 2025-07-24T04:20:35.7840300Z added to the PATH environment variable as a side effect.) 2025-07-24T04:20:35.7840340Z 2025-07-24T04:20:35.7840380Z Example: 2025-07-24T04:20:35.7840440Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7840540Z >>> from torch.utils.cpp_extension import load 2025-07-24T04:20:35.7840590Z >>> module = load( 2025-07-24T04:20:35.7840650Z ... name='extension', 2025-07-24T04:20:35.7840780Z ... sources=['extension.cpp', 'extension_kernel.cu'], 2025-07-24T04:20:35.7840840Z ... extra_cflags=['-O2'], 2025-07-24T04:20:35.7840890Z ... verbose=True) 2025-07-24T04:20:35.7840930Z 2025-07-24T04:20:35.7841080Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7841120Z 2025-07-24T04:20:35.7841170Z warnings.warn(msg) 2025-07-24T04:20:35.7841210Z 2025-07-24T04:20:35.7841320Z --- Parse Warning: 115 / 136 --- 2025-07-24T04:20:35.7841980Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=load_inline in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/cpp_extension.py line=1890. 2025-07-24T04:20:35.7842140Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7842180Z 2025-07-24T04:20:35.7842310Z Load a PyTorch C++ extension just-in-time (JIT) from string sources. 2025-07-24T04:20:35.7842350Z 2025-07-24T04:20:35.7842490Z This function behaves exactly like :func:`load`, but takes its sources as 2025-07-24T04:20:35.7842630Z strings rather than filenames. These strings are stored to files in the 2025-07-24T04:20:35.7842760Z build directory, after which the behavior of :func:`load_inline` is 2025-07-24T04:20:35.7842810Z identical to :func:`load`. 2025-07-24T04:20:35.7842860Z 2025-07-24T04:20:35.7842900Z See `the 2025-07-24T04:20:35.7843090Z tests `_ 2025-07-24T04:20:35.7843160Z for good examples of using this function. 2025-07-24T04:20:35.7843200Z 2025-07-24T04:20:35.7843340Z Sources may omit two required parts of a typical non-inline C++ extension: 2025-07-24T04:20:35.7843490Z the necessary header includes, as well as the (pybind11) binding code. More 2025-07-24T04:20:35.7843640Z precisely, strings passed to ``cpp_sources`` are first concatenated into a 2025-07-24T04:20:35.7843750Z single ``.cpp`` file. This file is then prepended with ``#include 2025-07-24T04:20:35.7843810Z `` 2025-07-24T04:20:35.7843850Z 2025-07-24T04:20:35.7843990Z Furthermore, if the ``functions`` argument is supplied, bindings will be 2025-07-24T04:20:35.7844120Z automatically generated for each function specified. ``functions`` can 2025-07-24T04:20:35.7844260Z either be a list of function names, or a dictionary mapping from function 2025-07-24T04:20:35.7844390Z names to docstrings. If a list is given, the name of each function is used 2025-07-24T04:20:35.7844440Z as its docstring. 2025-07-24T04:20:35.7844480Z 2025-07-24T04:20:35.7844610Z The sources in ``cuda_sources`` are concatenated into a separate ``.cu`` 2025-07-24T04:20:35.7844720Z file and prepended with ``torch/types.h``, ``cuda.h`` and 2025-07-24T04:20:35.7844850Z ``cuda_runtime.h`` includes. The ``.cpp`` and ``.cu`` files are compiled 2025-07-24T04:20:35.7845010Z separately, but ultimately linked into a single library. Note that no 2025-07-24T04:20:35.7845150Z bindings are generated for functions in ``cuda_sources`` per se. To bind 2025-07-24T04:20:35.7845280Z to a CUDA kernel, you must create a C++ function that calls it, and either 2025-07-24T04:20:35.7845410Z declare or define this C++ function in one of the ``cpp_sources`` (and 2025-07-24T04:20:35.7845470Z include its name in ``functions``). 2025-07-24T04:20:35.7845520Z 2025-07-24T04:20:35.7845660Z The sources in ``sycl_sources`` are concatenated into a separate ``.sycl`` 2025-07-24T04:20:35.7845790Z file and prepended with ``torch/types.h``, ``sycl/sycl.hpp`` includes. 2025-07-24T04:20:35.7845930Z The ``.cpp`` and ``.sycl`` files are compiled separately, but ultimately 2025-07-24T04:20:35.7846060Z linked into a single library. Note that no bindings are generated for 2025-07-24T04:20:35.7846210Z functions in ``sycl_sources`` per se. To bind to a SYCL kernel, you must 2025-07-24T04:20:35.7846350Z create a C++ function that calls it, and either declare or define this 2025-07-24T04:20:35.7846460Z C++ function in one of the ``cpp_sources`` (and include its name 2025-07-24T04:20:35.7846510Z in ``functions``). 2025-07-24T04:20:35.7846550Z 2025-07-24T04:20:35.7846590Z 2025-07-24T04:20:35.7846630Z 2025-07-24T04:20:35.7846750Z See :func:`load` for a description of arguments omitted below. 2025-07-24T04:20:35.7846790Z 2025-07-24T04:20:35.7846830Z Args: 2025-07-24T04:20:35.7846960Z cpp_sources: A string, or list of strings, containing C++ source code. 2025-07-24T04:20:35.7847100Z cuda_sources: A string, or list of strings, containing CUDA source code. 2025-07-24T04:20:35.7847230Z sycl_sources: A string, or list of strings, containing SYCL source code. 2025-07-24T04:20:35.7847360Z functions: A list of function names for which to generate function 2025-07-24T04:20:35.7847490Z bindings. If a dictionary is given, it should map function names to 2025-07-24T04:20:35.7847610Z docstrings (which are otherwise just the function names). 2025-07-24T04:20:35.7847740Z with_cuda: Determines whether CUDA headers and libraries are added to 2025-07-24T04:20:35.7847840Z the build. If set to ``None`` (default), this value is 2025-07-24T04:20:35.7847960Z automatically determined based on whether ``cuda_sources`` is 2025-07-24T04:20:35.7848060Z provided. Set it to ``True`` to force CUDA headers 2025-07-24T04:20:35.7848120Z and libraries to be included. 2025-07-24T04:20:35.7848250Z with_sycl: Determines whether SYCL headers and libraries are added to 2025-07-24T04:20:35.7848350Z the build. If set to ``None`` (default), this value is 2025-07-24T04:20:35.7848470Z automatically determined based on whether ``sycl_sources`` is 2025-07-24T04:20:35.7848570Z provided. Set it to ``True`` to force SYCL headers 2025-07-24T04:20:35.7848630Z and libraries to be included. 2025-07-24T04:20:35.7848760Z with_pytorch_error_handling: Determines whether pytorch error and 2025-07-24T04:20:35.7848880Z warning macros are handled by pytorch instead of pybind. To do 2025-07-24T04:20:35.7849010Z this, each function ``foo`` is called via an intermediary ``_safe_foo`` 2025-07-24T04:20:35.7849130Z function. This redirection might cause issues in obscure cases 2025-07-24T04:20:35.7849240Z of cpp. This flag should be set to ``False`` when this redirect 2025-07-24T04:20:35.7849290Z causes issues. 2025-07-24T04:20:35.7849450Z no_implicit_headers: If ``True``, skips automatically adding headers, most notably 2025-07-24T04:20:35.7849590Z ``#include `` and ``#include `` lines. 2025-07-24T04:20:35.7849690Z Use this option to improve cold start times when you 2025-07-24T04:20:35.7849850Z already include the necessary headers in your source code. Default: ``False``. 2025-07-24T04:20:35.7849920Z 2025-07-24T04:20:35.7849960Z Example: 2025-07-24T04:20:35.7850060Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CPP_EXT) 2025-07-24T04:20:35.7850150Z >>> from torch.utils.cpp_extension import load_inline 2025-07-24T04:20:35.7850200Z >>> source = """ 2025-07-24T04:20:35.7850290Z at::Tensor sin_add(at::Tensor x, at::Tensor y) { 2025-07-24T04:20:35.7850440Z return x.sin() + y.sin(); 2025-07-24T04:20:35.7850490Z } 2025-07-24T04:20:35.7850530Z """ 2025-07-24T04:20:35.7850610Z >>> module = load_inline(name='inline_extension', 2025-07-24T04:20:35.7850700Z ... cpp_sources=[source], 2025-07-24T04:20:35.7850780Z ... functions=['sin_add']) 2025-07-24T04:20:35.7850820Z 2025-07-24T04:20:35.7850890Z .. note:: 2025-07-24T04:20:35.7851030Z Since load_inline will just-in-time compile the source code, please ensure 2025-07-24T04:20:35.7851170Z that you have the right toolchains installed in the runtime. For example, 2025-07-24T04:20:35.7851300Z when loading C++, make sure a C++ compiler is available. If you're loading 2025-07-24T04:20:35.7851450Z a CUDA extension, you will need to additionally install the corresponding CUDA 2025-07-24T04:20:35.7851600Z toolkit (nvcc and any other dependencies your code has). Compiling toolchains 2025-07-24T04:20:35.7851750Z are not included when you install torch and must be additionally installed. 2025-07-24T04:20:35.7851790Z 2025-07-24T04:20:35.7851940Z During compiling, by default, the Ninja backend uses #CPUS + 2 workers to build 2025-07-24T04:20:35.7852070Z the extension. This may use up too many resources on some systems. One 2025-07-24T04:20:35.7852210Z can control the number of workers by setting the `MAX_JOBS` environment 2025-07-24T04:20:35.7852280Z variable to a non-negative number. 2025-07-24T04:20:35.7852320Z 2025-07-24T04:20:35.7852470Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7852510Z 2025-07-24T04:20:35.7852570Z warnings.warn(msg) 2025-07-24T04:20:35.7852610Z 2025-07-24T04:20:35.7852710Z --- Parse Warning: 116 / 136 --- 2025-07-24T04:20:35.7853400Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DistributedSampler in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/utils/data/distributed.py line=18. 2025-07-24T04:20:35.7853560Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7853680Z Sampler that restricts data loading to a subset of the dataset. 2025-07-24T04:20:35.7853720Z 2025-07-24T04:20:35.7853800Z It is especially useful in conjunction with 2025-07-24T04:20:35.7853960Z :class:`torch.nn.parallel.DistributedDataParallel`. In such a case, each 2025-07-24T04:20:35.7854120Z process can pass a :class:`~torch.utils.data.DistributedSampler` instance as a 2025-07-24T04:20:35.7854260Z :class:`~torch.utils.data.DataLoader` sampler, and load a subset of the 2025-07-24T04:20:35.7854340Z original dataset that is exclusive to it. 2025-07-24T04:20:35.7854380Z 2025-07-24T04:20:35.7854420Z .. note:: 2025-07-24T04:20:35.7854570Z Dataset is assumed to be of constant size and that any instance of it always 2025-07-24T04:20:35.7854660Z returns the same elements in the same order. 2025-07-24T04:20:35.7854700Z 2025-07-24T04:20:35.7854740Z Args: 2025-07-24T04:20:35.7854810Z dataset: Dataset used for sampling. 2025-07-24T04:20:35.7854940Z num_replicas (int, optional): Number of processes participating in 2025-07-24T04:20:35.7855090Z distributed training. By default, :attr:`world_size` is retrieved from the 2025-07-24T04:20:35.7855180Z current distributed group. 2025-07-24T04:20:35.7855330Z rank (int, optional): Rank of the current process within :attr:`num_replicas`. 2025-07-24T04:20:35.7855450Z By default, :attr:`rank` is retrieved from the current distributed 2025-07-24T04:20:35.7855500Z group. 2025-07-24T04:20:35.7855640Z shuffle (bool, optional): If ``True`` (default), sampler will shuffle the 2025-07-24T04:20:35.7855710Z indices. 2025-07-24T04:20:35.7855830Z seed (int, optional): random seed used to shuffle the sampler if 2025-07-24T04:20:35.7855980Z :attr:`shuffle=True`. This number should be identical across all 2025-07-24T04:20:35.7856090Z processes in the distributed group. Default: ``0``. 2025-07-24T04:20:35.7856230Z drop_last (bool, optional): if ``True``, then the sampler will drop the 2025-07-24T04:20:35.7856360Z tail of the data to make it evenly divisible across the number of 2025-07-24T04:20:35.7856480Z replicas. If ``False``, the sampler will add extra indices to make 2025-07-24T04:20:35.7856610Z the data evenly divisible across the replicas. Default: ``False``. 2025-07-24T04:20:35.7856650Z 2025-07-24T04:20:35.7856690Z .. warning:: 2025-07-24T04:20:35.7856810Z In distributed mode, calling the :meth:`set_epoch` method at 2025-07-24T04:20:35.7856970Z the beginning of each epoch **before** creating the :class:`DataLoader` iterator 2025-07-24T04:20:35.7857130Z is necessary to make shuffling work properly across multiple epochs. Otherwise, 2025-07-24T04:20:35.7857200Z the same ordering will be always used. 2025-07-24T04:20:35.7857240Z 2025-07-24T04:20:35.7857290Z Example:: 2025-07-24T04:20:35.7857330Z 2025-07-24T04:20:35.7857390Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7857520Z >>> sampler = DistributedSampler(dataset) if is_distributed else None 2025-07-24T04:20:35.7857630Z >>> loader = DataLoader(dataset, shuffle=(sampler is None), 2025-07-24T04:20:35.7857710Z ... sampler=sampler) 2025-07-24T04:20:35.7857790Z >>> for epoch in range(start_epoch, n_epochs): 2025-07-24T04:20:35.7857850Z ... if is_distributed: 2025-07-24T04:20:35.7857910Z ... sampler.set_epoch(epoch) 2025-07-24T04:20:35.7857970Z ... train(loader) 2025-07-24T04:20:35.7858010Z 2025-07-24T04:20:35.7858160Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7858200Z 2025-07-24T04:20:35.7858260Z warnings.warn(msg) 2025-07-24T04:20:35.7858300Z 2025-07-24T04:20:35.7858400Z --- Parse Warning: 117 / 136 --- 2025-07-24T04:20:35.7859070Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=assert_close in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/testing/_comparison.py line=1331. 2025-07-24T04:20:35.7859230Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7859320Z Asserts that ``actual`` and ``expected`` are close. 2025-07-24T04:20:35.7859360Z 2025-07-24T04:20:35.7859580Z If ``actual`` and ``expected`` are strided, non-quantized, real-valued, and finite, they are considered close if 2025-07-24T04:20:35.7859630Z 2025-07-24T04:20:35.7859670Z .. math:: 2025-07-24T04:20:35.7859710Z 2025-07-24T04:20:35.7859930Z \lvert \text{actual} - \text{expected} \rvert \le \texttt{atol} + \texttt{rtol} \cdot \lvert \text{expected} \rvert 2025-07-24T04:20:35.7859970Z 2025-07-24T04:20:35.7860180Z Non-finite values (``-inf`` and ``inf``) are only considered close if and only if they are equal. ``NaN``'s are 2025-07-24T04:20:35.7860330Z only considered equal to each other if ``equal_nan`` is ``True``. 2025-07-24T04:20:35.7860370Z 2025-07-24T04:20:35.7860500Z In addition, they are only considered close if they have the same 2025-07-24T04:20:35.7860540Z 2025-07-24T04:20:35.7860660Z - :attr:`~torch.Tensor.device` (if ``check_device`` is ``True``), 2025-07-24T04:20:35.7860740Z - ``dtype`` (if ``check_dtype`` is ``True``), 2025-07-24T04:20:35.7860850Z - ``layout`` (if ``check_layout`` is ``True``), and 2025-07-24T04:20:35.7860920Z - stride (if ``check_stride`` is ``True``). 2025-07-24T04:20:35.7860960Z 2025-07-24T04:20:35.7861160Z If either ``actual`` or ``expected`` is a meta tensor, only the attribute checks will be performed. 2025-07-24T04:20:35.7861210Z 2025-07-24T04:20:35.7861450Z If ``actual`` and ``expected`` are sparse (either having COO, CSR, CSC, BSR, or BSC layout), their strided members are 2025-07-24T04:20:35.7861680Z checked individually. Indices, namely ``indices`` for COO, ``crow_indices`` and ``col_indices`` for CSR and BSR, 2025-07-24T04:20:35.7861820Z or ``ccol_indices`` and ``row_indices`` for CSC and BSC layouts, respectively, 2025-07-24T04:20:35.7862050Z are always checked for equality whereas the values are checked for closeness according to the definition above. 2025-07-24T04:20:35.7862090Z 2025-07-24T04:20:35.7862260Z If ``actual`` and ``expected`` are quantized, they are considered close if they have the same 2025-07-24T04:20:35.7862470Z :meth:`~torch.Tensor.qscheme` and the result of :meth:`~torch.Tensor.dequantize` is close according to the 2025-07-24T04:20:35.7862530Z definition above. 2025-07-24T04:20:35.7862570Z 2025-07-24T04:20:35.7862760Z ``actual`` and ``expected`` can be :class:`~torch.Tensor`'s or any tensor-or-scalar-likes from which 2025-07-24T04:20:35.7862980Z :class:`torch.Tensor`'s can be constructed with :func:`torch.as_tensor`. Except for Python scalars the input types 2025-07-24T04:20:35.7863200Z have to be directly related. In addition, ``actual`` and ``expected`` can be :class:`~collections.abc.Sequence`'s 2025-07-24T04:20:35.7863420Z or :class:`~collections.abc.Mapping`'s in which case they are considered close if their structure matches and all 2025-07-24T04:20:35.7863560Z their elements are considered close according to the above definition. 2025-07-24T04:20:35.7863600Z 2025-07-24T04:20:35.7863650Z .. note:: 2025-07-24T04:20:35.7863690Z 2025-07-24T04:20:35.7863890Z Python scalars are an exception to the type relation requirement, because their :func:`type`, i.e. 2025-07-24T04:20:35.7864090Z :class:`int`, :class:`float`, and :class:`complex`, is equivalent to the ``dtype`` of a tensor-like. Thus, 2025-07-24T04:20:35.7864260Z Python scalars of different types can be checked, but require ``check_dtype=False``. 2025-07-24T04:20:35.7864300Z 2025-07-24T04:20:35.7864340Z Args: 2025-07-24T04:20:35.7864410Z actual (Any): Actual input. 2025-07-24T04:20:35.7864470Z expected (Any): Expected input. 2025-07-24T04:20:35.7864690Z allow_subclasses (bool): If ``True`` (default) and except for Python scalars, inputs of directly related types 2025-07-24T04:20:35.7864790Z are allowed. Otherwise type equality is required. 2025-07-24T04:20:35.7865000Z rtol (Optional[float]): Relative tolerance. If specified ``atol`` must also be specified. If omitted, default 2025-07-24T04:20:35.7865160Z values based on the :attr:`~torch.Tensor.dtype` are selected with the below table. 2025-07-24T04:20:35.7865380Z atol (Optional[float]): Absolute tolerance. If specified ``rtol`` must also be specified. If omitted, default 2025-07-24T04:20:35.7865540Z values based on the :attr:`~torch.Tensor.dtype` are selected with the below table. 2025-07-24T04:20:35.7865710Z equal_nan (Union[bool, str]): If ``True``, two ``NaN`` values will be considered equal. 2025-07-24T04:20:35.7865890Z check_device (bool): If ``True`` (default), asserts that corresponding tensors are on the same 2025-07-24T04:20:35.7866040Z :attr:`~torch.Tensor.device`. If this check is disabled, tensors on different 2025-07-24T04:20:35.7866180Z :attr:`~torch.Tensor.device`'s are moved to the CPU before being compared. 2025-07-24T04:20:35.7866410Z check_dtype (bool): If ``True`` (default), asserts that corresponding tensors have the same ``dtype``. If this 2025-07-24T04:20:35.7866640Z check is disabled, tensors with different ``dtype``'s are promoted to a common ``dtype`` (according to 2025-07-24T04:20:35.7866750Z :func:`torch.promote_types`) before being compared. 2025-07-24T04:20:35.7866980Z check_layout (bool): If ``True`` (default), asserts that corresponding tensors have the same ``layout``. If this 2025-07-24T04:20:35.7867190Z check is disabled, tensors with different ``layout``'s are converted to strided tensors before being 2025-07-24T04:20:35.7867240Z compared. 2025-07-24T04:20:35.7867460Z check_stride (bool): If ``True`` and corresponding tensors are strided, asserts that they have the same stride. 2025-07-24T04:20:35.7867670Z msg (Optional[Union[str, Callable[[str], str]]]): Optional error message to use in case a failure occurs during 2025-07-24T04:20:35.7867880Z the comparison. Can also passed as callable in which case it will be called with the generated message and 2025-07-24T04:20:35.7867950Z should return the new message. 2025-07-24T04:20:35.7867990Z 2025-07-24T04:20:35.7868040Z Raises: 2025-07-24T04:20:35.7868180Z ValueError: If no :class:`torch.Tensor` can be constructed from an input. 2025-07-24T04:20:35.7868290Z ValueError: If only ``rtol`` or ``atol`` is specified. 2025-07-24T04:20:35.7868480Z AssertionError: If corresponding inputs are not Python scalars and are not directly related. 2025-07-24T04:20:35.7868700Z AssertionError: If ``allow_subclasses`` is ``False``, but corresponding inputs are not Python scalars and have 2025-07-24T04:20:35.7868760Z different types. 2025-07-24T04:20:35.7869010Z AssertionError: If the inputs are :class:`~collections.abc.Sequence`'s, but their length does not match. 2025-07-24T04:20:35.7869230Z AssertionError: If the inputs are :class:`~collections.abc.Mapping`'s, but their set of keys do not match. 2025-07-24T04:20:35.7869420Z AssertionError: If corresponding tensors do not have the same :attr:`~torch.Tensor.shape`. 2025-07-24T04:20:35.7869600Z AssertionError: If ``check_layout`` is ``True``, but corresponding tensors do not have the same 2025-07-24T04:20:35.7869670Z :attr:`~torch.Tensor.layout`. 2025-07-24T04:20:35.7869810Z AssertionError: If only one of corresponding tensors is quantized. 2025-07-24T04:20:35.7870040Z AssertionError: If corresponding tensors are quantized, but have different :meth:`~torch.Tensor.qscheme`'s. 2025-07-24T04:20:35.7870210Z AssertionError: If ``check_device`` is ``True``, but corresponding tensors are not on the same 2025-07-24T04:20:35.7870280Z :attr:`~torch.Tensor.device`. 2025-07-24T04:20:35.7870480Z AssertionError: If ``check_dtype`` is ``True``, but corresponding tensors do not have the same ``dtype``. 2025-07-24T04:20:35.7870700Z AssertionError: If ``check_stride`` is ``True``, but corresponding strided tensors do not have the same stride. 2025-07-24T04:20:35.7870910Z AssertionError: If the values of corresponding tensors are not close according to the definition above. 2025-07-24T04:20:35.7870950Z 2025-07-24T04:20:35.7871170Z The following table displays the default ``rtol`` and ``atol`` for different ``dtype``'s. In case of mismatching 2025-07-24T04:20:35.7871380Z ``dtype``'s, the maximum of both tolerances is used. 2025-07-24T04:20:35.7871420Z 2025-07-24T04:20:35.7871500Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7871580Z | ``dtype`` | ``rtol`` | ``atol`` | 2025-07-24T04:20:35.7871650Z +===========================+============+==========+ 2025-07-24T04:20:35.7871770Z | :attr:`~torch.float16` | ``1e-3`` | ``1e-5`` | 2025-07-24T04:20:35.7871850Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7871930Z | :attr:`~torch.bfloat16` | ``1.6e-2`` | ``1e-5`` | 2025-07-24T04:20:35.7872030Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7874780Z | :attr:`~torch.float32` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:35.7874940Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7875030Z | :attr:`~torch.float64` | ``1e-7`` | ``1e-7`` | 2025-07-24T04:20:35.7875100Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7875190Z | :attr:`~torch.complex32` | ``1e-3`` | ``1e-5`` | 2025-07-24T04:20:35.7875270Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7875350Z | :attr:`~torch.complex64` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:35.7875430Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7875510Z | :attr:`~torch.complex128` | ``1e-7`` | ``1e-7`` | 2025-07-24T04:20:35.7875590Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7875670Z | :attr:`~torch.quint8` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:35.7875750Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7875830Z | :attr:`~torch.quint2x4` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:35.7875910Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7876000Z | :attr:`~torch.quint4x2` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:35.7876070Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7876150Z | :attr:`~torch.qint8` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:35.7876230Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7876310Z | :attr:`~torch.qint32` | ``1.3e-6`` | ``1e-5`` | 2025-07-24T04:20:35.7876390Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7876460Z | other | ``0.0`` | ``0.0`` | 2025-07-24T04:20:35.7876540Z +---------------------------+------------+----------+ 2025-07-24T04:20:35.7876580Z 2025-07-24T04:20:35.7876630Z .. note:: 2025-07-24T04:20:35.7876670Z 2025-07-24T04:20:35.7876900Z :func:`~torch.testing.assert_close` is highly configurable with strict default settings. Users are encouraged 2025-07-24T04:20:35.7877110Z to :func:`~functools.partial` it to fit their use case. For example, if an equality check is needed, one might 2025-07-24T04:20:35.7877270Z define an ``assert_equal`` that uses zero tolerances for every ``dtype`` by default: 2025-07-24T04:20:35.7877310Z 2025-07-24T04:20:35.7877370Z >>> import functools 2025-07-24T04:20:35.7877530Z >>> assert_equal = functools.partial(torch.testing.assert_close, rtol=0, atol=0) 2025-07-24T04:20:35.7877590Z >>> assert_equal(1e-9, 1e-10) 2025-07-24T04:20:35.7877670Z Traceback (most recent call last): 2025-07-24T04:20:35.7877710Z ... 2025-07-24T04:20:35.7877790Z AssertionError: Scalars are not equal! 2025-07-24T04:20:35.7877830Z 2025-07-24T04:20:35.7877900Z Expected 1e-10 but got 1e-09. 2025-07-24T04:20:35.7877970Z Absolute difference: 9.000000000000001e-10 2025-07-24T04:20:35.7878060Z Relative difference: 9.0 2025-07-24T04:20:35.7878100Z 2025-07-24T04:20:35.7878150Z Examples: 2025-07-24T04:20:35.7878210Z >>> # tensor to tensor comparison 2025-07-24T04:20:35.7878300Z >>> expected = torch.tensor([1e0, 1e-1, 1e-2]) 2025-07-24T04:20:35.7878380Z >>> actual = torch.acos(torch.cos(expected)) 2025-07-24T04:20:35.7878470Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:35.7878530Z 2025-07-24T04:20:35.7878600Z >>> # scalar to scalar comparison 2025-07-24T04:20:35.7878650Z >>> import math 2025-07-24T04:20:35.7878700Z >>> expected = math.sqrt(2.0) 2025-07-24T04:20:35.7878800Z >>> actual = 2.0 / math.sqrt(2.0) 2025-07-24T04:20:35.7878890Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:35.7878930Z 2025-07-24T04:20:35.7879030Z >>> # numpy array to numpy array comparison 2025-07-24T04:20:35.7879090Z >>> import numpy as np 2025-07-24T04:20:35.7879160Z >>> expected = np.array([1e0, 1e-1, 1e-2]) 2025-07-24T04:20:35.7879240Z >>> actual = np.arccos(np.cos(expected)) 2025-07-24T04:20:35.7879330Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:35.7879370Z 2025-07-24T04:20:35.7879440Z >>> # sequence to sequence comparison 2025-07-24T04:20:35.7879500Z >>> import numpy as np 2025-07-24T04:20:35.7879650Z >>> # The types of the sequences do not have to match. They only have to have the same 2025-07-24T04:20:35.7879730Z >>> # length and their elements have to match. 2025-07-24T04:20:35.7879830Z >>> expected = [torch.tensor([1.0]), 2.0, np.array(3.0)] 2025-07-24T04:20:35.7879890Z >>> actual = tuple(expected) 2025-07-24T04:20:35.7879980Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:35.7880020Z 2025-07-24T04:20:35.7880090Z >>> # mapping to mapping comparison 2025-07-24T04:20:35.7880160Z >>> from collections import OrderedDict 2025-07-24T04:20:35.7880220Z >>> import numpy as np 2025-07-24T04:20:35.7880280Z >>> foo = torch.tensor(1.0) 2025-07-24T04:20:35.7880330Z >>> bar = 2.0 2025-07-24T04:20:35.7880380Z >>> baz = np.array(3.0) 2025-07-24T04:20:35.7880540Z >>> # The types and a possible ordering of mappings do not have to match. They only 2025-07-24T04:20:35.7880670Z >>> # have to have the same set of keys and their elements have to match. 2025-07-24T04:20:35.7880800Z >>> expected = OrderedDict([("foo", foo), ("bar", bar), ("baz", baz)]) 2025-07-24T04:20:35.7880890Z >>> actual = {"baz": baz, "bar": bar, "foo": foo} 2025-07-24T04:20:35.7880980Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:35.7881020Z 2025-07-24T04:20:35.7881090Z >>> expected = torch.tensor([1.0, 2.0, 3.0]) 2025-07-24T04:20:35.7881160Z >>> actual = expected.clone() 2025-07-24T04:20:35.7881260Z >>> # By default, directly related instances can be compared 2025-07-24T04:20:35.7881400Z >>> torch.testing.assert_close(torch.nn.Parameter(actual), expected) 2025-07-24T04:20:35.7881510Z >>> # This check can be made more strict with allow_subclasses=False 2025-07-24T04:20:35.7881580Z >>> torch.testing.assert_close( 2025-07-24T04:20:35.7881700Z ... torch.nn.Parameter(actual), expected, allow_subclasses=False 2025-07-24T04:20:35.7881750Z ... ) 2025-07-24T04:20:35.7881820Z Traceback (most recent call last): 2025-07-24T04:20:35.7881860Z ... 2025-07-24T04:20:35.7881990Z TypeError: No comparison pair was able to handle inputs of type 2025-07-24T04:20:35.7882120Z and . 2025-07-24T04:20:35.7882260Z >>> # If the inputs are not directly related, they are never considered close 2025-07-24T04:20:35.7882400Z >>> torch.testing.assert_close(actual.numpy(), expected) 2025-07-24T04:20:35.7882470Z Traceback (most recent call last): 2025-07-24T04:20:35.7882510Z ... 2025-07-24T04:20:35.7882680Z TypeError: No comparison pair was able to handle inputs of type 2025-07-24T04:20:35.7882740Z and . 2025-07-24T04:20:35.7882910Z >>> # Exceptions to these rules are Python scalars. They can be checked regardless of 2025-07-24T04:20:35.7883000Z >>> # their type if check_dtype=False. 2025-07-24T04:20:35.7883130Z >>> torch.testing.assert_close(1.0, 1, check_dtype=False) 2025-07-24T04:20:35.7883170Z 2025-07-24T04:20:35.7883230Z >>> # NaN != NaN by default. 2025-07-24T04:20:35.7883310Z >>> expected = torch.tensor(float("Nan")) 2025-07-24T04:20:35.7883400Z >>> actual = expected.clone() 2025-07-24T04:20:35.7883490Z >>> torch.testing.assert_close(actual, expected) 2025-07-24T04:20:35.7883560Z Traceback (most recent call last): 2025-07-24T04:20:35.7883600Z ... 2025-07-24T04:20:35.7883680Z AssertionError: Scalars are not close! 2025-07-24T04:20:35.7883720Z 2025-07-24T04:20:35.7883790Z Expected nan but got nan. 2025-07-24T04:20:35.7883870Z Absolute difference: nan (up to 1e-05 allowed) 2025-07-24T04:20:35.7883960Z Relative difference: nan (up to 1.3e-06 allowed) 2025-07-24T04:20:35.7884090Z >>> torch.testing.assert_close(actual, expected, equal_nan=True) 2025-07-24T04:20:35.7884130Z 2025-07-24T04:20:35.7884210Z >>> expected = torch.tensor([1.0, 2.0, 3.0]) 2025-07-24T04:20:35.7884280Z >>> actual = torch.tensor([1.0, 4.0, 5.0]) 2025-07-24T04:20:35.7884380Z >>> # The default error message can be overwritten. 2025-07-24T04:20:35.7884550Z >>> torch.testing.assert_close(actual, expected, msg="Argh, the tensors are not close!") 2025-07-24T04:20:35.7884620Z Traceback (most recent call last): 2025-07-24T04:20:35.7884660Z ... 2025-07-24T04:20:35.7884760Z AssertionError: Argh, the tensors are not close! 2025-07-24T04:20:35.7884890Z >>> # If msg is a callable, it can be used to augment the generated message with 2025-07-24T04:20:35.7884950Z >>> # extra information 2025-07-24T04:20:35.7885020Z >>> torch.testing.assert_close( 2025-07-24T04:20:35.7885140Z ... actual, expected, msg=lambda msg: f"Header\n\n{msg}\n\nFooter" 2025-07-24T04:20:35.7885180Z ... ) 2025-07-24T04:20:35.7885250Z Traceback (most recent call last): 2025-07-24T04:20:35.7885300Z ... 2025-07-24T04:20:35.7885350Z AssertionError: Header 2025-07-24T04:20:35.7885400Z 2025-07-24T04:20:35.7885460Z Tensor-likes are not close! 2025-07-24T04:20:35.7885510Z 2025-07-24T04:20:35.7885580Z Mismatched elements: 2 / 3 (66.7%) 2025-07-24T04:20:35.7885710Z Greatest absolute difference: 2.0 at index (1,) (up to 1e-05 allowed) 2025-07-24T04:20:35.7885850Z Greatest relative difference: 1.0 at index (1,) (up to 1.3e-06 allowed) 2025-07-24T04:20:35.7885900Z 2025-07-24T04:20:35.7885950Z Footer 2025-07-24T04:20:35.7885990Z 2025-07-24T04:20:35.7886140Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7886180Z 2025-07-24T04:20:35.7886230Z warnings.warn(msg) 2025-07-24T04:20:35.7886270Z 2025-07-24T04:20:35.7886400Z --- Parse Warning: 118 / 136 --- 2025-07-24T04:20:35.7887050Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=triton_op in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/triton.py line=21. 2025-07-24T04:20:35.7887230Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7887380Z Create a custom operator whose implementation is backed by 1+ triton kernels. 2025-07-24T04:20:35.7887420Z 2025-07-24T04:20:35.7887550Z This is a more structured way of using triton kernels with PyTorch. 2025-07-24T04:20:35.7887700Z Prefer using triton kernels with no ``torch.library`` custom operator wrappers 2025-07-24T04:20:35.7887870Z (like :func:`torch.library.custom_op`, :func:`torch.library.triton_op`) because 2025-07-24T04:20:35.7887930Z that is simpler; 2025-07-24T04:20:35.7888100Z only use :func:`torch.library.custom_op`/:func:`torch.library.triton_op` if you 2025-07-24T04:20:35.7888260Z want to create an operator that behaves like PyTorch built-in operators. 2025-07-24T04:20:35.7888390Z For example, you may use a ``torch.library`` wrapper API to define the 2025-07-24T04:20:35.7888530Z behavior of the triton kernel when passed a tensor subclass or under 2025-07-24T04:20:35.7888580Z a TorchDispatchMode. 2025-07-24T04:20:35.7888630Z 2025-07-24T04:20:35.7888780Z Use :func:`torch.library.triton_op` instead of :func:`torch.library.custom_op` 2025-07-24T04:20:35.7888840Z when the implementation 2025-07-24T04:20:35.7888970Z consists of 1+ triton kernels. :func:`torch.library.custom_op` treats 2025-07-24T04:20:35.7889070Z custom operators as opaque (:func:`torch.compile` and 2025-07-24T04:20:35.7889210Z :func:`torch.export.export` will never trace into them), but ``triton_op`` 2025-07-24T04:20:35.7889350Z makes the implementation visible to these subsystems, allowing them 2025-07-24T04:20:35.7889410Z to optimize the triton kernel(s). 2025-07-24T04:20:35.7889450Z 2025-07-24T04:20:35.7889570Z Note that ``fn`` must only consist of calls to PyTorch-understood 2025-07-24T04:20:35.7889710Z operators and triton kernels. Any triton kernels called inside ``fn`` 2025-07-24T04:20:35.7889830Z must be wrapped in a call to :func:`torch.library.wrap_triton`. 2025-07-24T04:20:35.7889870Z 2025-07-24T04:20:35.7889910Z Args: 2025-07-24T04:20:35.7890050Z name (str): A name for the custom op that looks like "{namespace}::{name}", 2025-07-24T04:20:35.7890180Z e.g. "mylib::my_linear". The name is used as the op's stable identifier 2025-07-24T04:20:35.7890290Z in PyTorch subsystems (e.g. torch.export, FX graphs). 2025-07-24T04:20:35.7890430Z To avoid name collisions, please use your project name as the namespace; 2025-07-24T04:20:35.7890560Z e.g. all custom ops in pytorch/fbgemm use "fbgemm" as the namespace. 2025-07-24T04:20:35.7890730Z mutates_args (Iterable[str] or "unknown"): The names of args that the function mutates. 2025-07-24T04:20:35.7890870Z This MUST be accurate, otherwise, the behavior is undefined. If "unknown", 2025-07-24T04:20:35.7891040Z it pessimistically assumes that all inputs to the operator are being mutated. 2025-07-24T04:20:35.7891150Z schema (None | str): A schema string for the operator. If None 2025-07-24T04:20:35.7891280Z (recommended) we'll infer a schema for the operator from its type 2025-07-24T04:20:35.7891400Z annotations. We recommend letting us infer a schema unless you 2025-07-24T04:20:35.7891470Z have a specific reason not to. 2025-07-24T04:20:35.7891560Z Example: "(Tensor x, int y) -> (Tensor, Tensor)". 2025-07-24T04:20:35.7891600Z 2025-07-24T04:20:35.7891650Z Example:: 2025-07-24T04:20:35.7891690Z 2025-07-24T04:20:35.7891770Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_CUDA) 2025-07-24T04:20:35.7891830Z >>> import torch 2025-07-24T04:20:35.7891930Z >>> from torch.library import triton_op, wrap_triton 2025-07-24T04:20:35.7892000Z >>> 2025-07-24T04:20:35.7892050Z >>> import triton 2025-07-24T04:20:35.7892130Z >>> from triton import language as tl 2025-07-24T04:20:35.7892170Z >>> 2025-07-24T04:20:35.7892220Z >>> @triton.jit 2025-07-24T04:20:35.7892270Z >>> def add_kernel( 2025-07-24T04:20:35.7892320Z >>> in_ptr0, 2025-07-24T04:20:35.7892400Z >>> in_ptr1, 2025-07-24T04:20:35.7892450Z >>> out_ptr, 2025-07-24T04:20:35.7892500Z >>> n_elements, 2025-07-24T04:20:35.7892570Z >>> BLOCK_SIZE: "tl.constexpr", 2025-07-24T04:20:35.7892620Z >>> ): 2025-07-24T04:20:35.7892700Z >>> pid = tl.program_id(axis=0) 2025-07-24T04:20:35.7892760Z >>> block_start = pid * BLOCK_SIZE 2025-07-24T04:20:35.7892880Z >>> offsets = block_start + tl.arange(0, BLOCK_SIZE) 2025-07-24T04:20:35.7892940Z >>> mask = offsets < n_elements 2025-07-24T04:20:35.7893030Z >>> x = tl.load(in_ptr0 + offsets, mask=mask) 2025-07-24T04:20:35.7893100Z >>> y = tl.load(in_ptr1 + offsets, mask=mask) 2025-07-24T04:20:35.7893160Z >>> output = x + y 2025-07-24T04:20:35.7893250Z >>> tl.store(out_ptr + offsets, output, mask=mask) 2025-07-24T04:20:35.7893290Z >>> 2025-07-24T04:20:35.7893380Z >>> @triton_op("mylib::add", mutates_args={}) 2025-07-24T04:20:35.7893490Z >>> def add(x: torch.Tensor, y: torch.Tensor) -> torch.Tensor: 2025-07-24T04:20:35.7893560Z >>> output = torch.empty_like(x) 2025-07-24T04:20:35.7893630Z >>> n_elements = output.numel() 2025-07-24T04:20:35.7893670Z >>> 2025-07-24T04:20:35.7893720Z >>> def grid(meta): 2025-07-24T04:20:35.7893830Z >>> return (triton.cdiv(n_elements, meta["BLOCK_SIZE"]),) 2025-07-24T04:20:35.7893870Z >>> 2025-07-24T04:20:35.7893990Z >>> # NB: we need to wrap the triton kernel in a call to wrap_triton 2025-07-24T04:20:35.7894100Z >>> wrap_triton(add_kernel)[grid](x, y, output, n_elements, 16) 2025-07-24T04:20:35.7894160Z >>> return output 2025-07-24T04:20:35.7894200Z >>> 2025-07-24T04:20:35.7894260Z >>> @torch.compile 2025-07-24T04:20:35.7894310Z >>> def f(x, y): 2025-07-24T04:20:35.7894360Z >>> return add(x, y) 2025-07-24T04:20:35.7894400Z >>> 2025-07-24T04:20:35.7894470Z >>> x = torch.randn(3, device="cuda") 2025-07-24T04:20:35.7894540Z >>> y = torch.randn(3, device="cuda") 2025-07-24T04:20:35.7894580Z >>> 2025-07-24T04:20:35.7894630Z >>> z = f(x, y) 2025-07-24T04:20:35.7894700Z >>> assert torch.allclose(z, x + y) 2025-07-24T04:20:35.7894740Z 2025-07-24T04:20:35.7894780Z 2025-07-24T04:20:35.7894940Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7894980Z 2025-07-24T04:20:35.7895030Z warnings.warn(msg) 2025-07-24T04:20:35.7895070Z 2025-07-24T04:20:35.7895170Z --- Parse Warning: 119 / 136 --- 2025-07-24T04:20:35.7895820Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=wrap_triton in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/triton.py line=202. 2025-07-24T04:20:35.7895980Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7896100Z Allows capture of a triton kernel into a graph via make_fx or 2025-07-24T04:20:35.7896160Z non-strict ``torch.export``. 2025-07-24T04:20:35.7896210Z 2025-07-24T04:20:35.7896320Z These technologies perform Dispatcher-based tracing (via 2025-07-24T04:20:35.7896510Z ``__torch_dispatch__``) and cannot see calls to raw triton kernels. 2025-07-24T04:20:35.7896630Z The ``wrap_triton`` API wraps a triton kernel into a callable that 2025-07-24T04:20:35.7896700Z can actually be traced into a graph. 2025-07-24T04:20:35.7896740Z 2025-07-24T04:20:35.7896870Z Please use this API together with :func:`torch.library.triton_op`. 2025-07-24T04:20:35.7896910Z 2025-07-24T04:20:35.7896950Z Examples: 2025-07-24T04:20:35.7897010Z 2025-07-24T04:20:35.7897070Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7897120Z >>> import torch 2025-07-24T04:20:35.7897170Z >>> import triton 2025-07-24T04:20:35.7897270Z >>> from triton import language as tl 2025-07-24T04:20:35.7897390Z >>> from torch.fx.experimental.proxy_tensor import make_fx 2025-07-24T04:20:35.7897480Z >>> from torch.library import wrap_triton 2025-07-24T04:20:35.7897530Z >>> 2025-07-24T04:20:35.7897580Z >>> @triton.jit 2025-07-24T04:20:35.7897630Z >>> def add_kernel( 2025-07-24T04:20:35.7897680Z >>> in_ptr0, 2025-07-24T04:20:35.7897730Z >>> in_ptr1, 2025-07-24T04:20:35.7897770Z >>> out_ptr, 2025-07-24T04:20:35.7897820Z >>> n_elements, 2025-07-24T04:20:35.7897890Z >>> BLOCK_SIZE: "tl.constexpr", 2025-07-24T04:20:35.7897930Z >>> ): 2025-07-24T04:20:35.7898000Z >>> pid = tl.program_id(axis=0) 2025-07-24T04:20:35.7898070Z >>> block_start = pid * BLOCK_SIZE 2025-07-24T04:20:35.7898170Z >>> offsets = block_start + tl.arange(0, BLOCK_SIZE) 2025-07-24T04:20:35.7898230Z >>> mask = offsets < n_elements 2025-07-24T04:20:35.7898310Z >>> x = tl.load(in_ptr0 + offsets, mask=mask) 2025-07-24T04:20:35.7898390Z >>> y = tl.load(in_ptr1 + offsets, mask=mask) 2025-07-24T04:20:35.7898450Z >>> output = x + y 2025-07-24T04:20:35.7898540Z >>> tl.store(out_ptr + offsets, output, mask=mask) 2025-07-24T04:20:35.7898580Z >>> 2025-07-24T04:20:35.7898640Z >>> def add(x, y): 2025-07-24T04:20:35.7898710Z >>> output = torch.empty_like(x) 2025-07-24T04:20:35.7898780Z >>> n_elements = output.numel() 2025-07-24T04:20:35.7898820Z >>> 2025-07-24T04:20:35.7898870Z >>> def grid_fn(meta): 2025-07-24T04:20:35.7898980Z >>> return (triton.cdiv(n_elements, meta["BLOCK_SIZE"]),) 2025-07-24T04:20:35.7899020Z >>> 2025-07-24T04:20:35.7899140Z >>> wrap_triton(add_kernel)[grid_fn](x, y, output, n_elements, 16) 2025-07-24T04:20:35.7899200Z >>> return output 2025-07-24T04:20:35.7899240Z >>> 2025-07-24T04:20:35.7899310Z >>> x = torch.randn(3, device="cuda") 2025-07-24T04:20:35.7899380Z >>> y = torch.randn(3, device="cuda") 2025-07-24T04:20:35.7899440Z >>> gm = make_fx(add)(x, y) 2025-07-24T04:20:35.7899490Z >>> print(gm.code) 2025-07-24T04:20:35.7899560Z >>> # def forward(self, x_1, y_1): 2025-07-24T04:20:35.7899710Z >>> # empty_like = torch.ops.aten.empty_like.default(x_1, pin_memory = False) 2025-07-24T04:20:35.7899850Z >>> # triton_kernel_wrapper_mutation_proxy = triton_kernel_wrapper_mutation( 2025-07-24T04:20:35.7899940Z >>> # kernel_idx = 0, constant_args_idx = 0, 2025-07-24T04:20:35.7900010Z >>> # grid = [(1, 1, 1)], kwargs = { 2025-07-24T04:20:35.7900110Z >>> # 'in_ptr0': x_1, 'in_ptr1': y_1, 'out_ptr': empty_like, 2025-07-24T04:20:35.7900190Z >>> # 'n_elements': 3, 'BLOCK_SIZE': 16 2025-07-24T04:20:35.7900240Z >>> # }) 2025-07-24T04:20:35.7900300Z >>> # return empty_like 2025-07-24T04:20:35.7900340Z 2025-07-24T04:20:35.7900400Z 2025-07-24T04:20:35.7900550Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7900590Z 2025-07-24T04:20:35.7900640Z warnings.warn(msg) 2025-07-24T04:20:35.7900680Z 2025-07-24T04:20:35.7900790Z --- Parse Warning: 120 / 136 --- 2025-07-24T04:20:35.7901480Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=unsafe_generate_fake_kernels in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/fake_profile.py line=94. 2025-07-24T04:20:35.7901680Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7901720Z 2025-07-24T04:20:35.7901860Z Registers a fake kernel based on the given operator profiles. This fake 2025-07-24T04:20:35.7902040Z kernel registration will override any existing fake kernel registrations. 2025-07-24T04:20:35.7902080Z 2025-07-24T04:20:35.7902210Z The input is a dictionary mapping operator names to a set of operator 2025-07-24T04:20:35.7902360Z profiles, which we will use to generate fake kernels. The operator profiles 2025-07-24T04:20:35.7902480Z are a record of the input and output tensor metadata. Based on this 2025-07-24T04:20:35.7902620Z information we will match a given input to the recorded profile, and return 2025-07-24T04:20:35.7902760Z an output with the same metadata as in the recorded profile. If a profile 2025-07-24T04:20:35.7902840Z doesn't exist then an exception will be thrown. 2025-07-24T04:20:35.7902880Z 2025-07-24T04:20:35.7903020Z The fake kernel generation is considered unsafe because it relies on the 2025-07-24T04:20:35.7903160Z rigid, pre-defined operator profiles that do not account for potential 2025-07-24T04:20:35.7903310Z variations in output behavior. Specifically, the generated kernels assume a 2025-07-24T04:20:35.7903460Z fixed relationship between input and output ranks. However, in reality, it's 2025-07-24T04:20:35.7903610Z possible that data-dependent operations may produce outputs of different 2025-07-24T04:20:35.7903740Z ranks even when given inputs of the same rank. The generated fake kernels 2025-07-24T04:20:35.7903880Z are inflexible and unable to accommodate these nuances, making them 2025-07-24T04:20:35.7903930Z potentially unsafe. 2025-07-24T04:20:35.7903970Z 2025-07-24T04:20:35.7904010Z Args: 2025-07-24T04:20:35.7904140Z op_profiles (dict[str, set[OpProfile]]): A dictionary mapping operator 2025-07-24T04:20:35.7904270Z name to a set of operator profiles from which we will generate fake 2025-07-24T04:20:35.7904310Z kernels. 2025-07-24T04:20:35.7904350Z 2025-07-24T04:20:35.7904400Z Examples: 2025-07-24T04:20:35.7904440Z 2025-07-24T04:20:35.7904540Z >>> # Example: Registering an op-profile from draft-export 2025-07-24T04:20:35.7904590Z >>> import torch 2025-07-24T04:20:35.7904690Z >>> from torch.export._draft_export import draft_export 2025-07-24T04:20:35.7904740Z >>> 2025-07-24T04:20:35.7904840Z >>> @torch.library.custom_op("mylib::foo", mutates_args=()) 2025-07-24T04:20:35.7904920Z >>> def foo(x: Tensor, y: Tensor) -> Tensor: 2025-07-24T04:20:35.7904970Z >>> return x + y 2025-07-24T04:20:35.7905020Z >>> 2025-07-24T04:20:35.7905080Z >>> class M(torch.nn.Module): 2025-07-24T04:20:35.7905140Z >>> def forward(self, a, b): 2025-07-24T04:20:35.7905230Z >>> res = torch.ops.mylib.foo(a, b) # no fake impl 2025-07-24T04:20:35.7905280Z >>> return res 2025-07-24T04:20:35.7905320Z >>> 2025-07-24T04:20:35.7905430Z >>> ep = draft_export(M(), (torch.ones(3, 4), torch.ones(3, 4)) 2025-07-24T04:20:35.7905470Z >>> 2025-07-24T04:20:35.7905650Z >>> with torch._library.fake_profile.unsafe_generate_fake_kernels(ep._report.op_profiles): 2025-07-24T04:20:35.7905750Z >>> decomp = ep.run_decompositions() 2025-07-24T04:20:35.7905790Z 2025-07-24T04:20:35.7905830Z 2025-07-24T04:20:35.7905980Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7906020Z 2025-07-24T04:20:35.7906070Z warnings.warn(msg) 2025-07-24T04:20:35.7906110Z 2025-07-24T04:20:35.7906210Z --- Parse Warning: 121 / 136 --- 2025-07-24T04:20:35.7906940Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=CustomOpDef.register_fake in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_library/custom_ops.py line=396. 2025-07-24T04:20:35.7907090Z Caused by: DoctestParseError('Failed to parse doctest in _package_groups') 2025-07-24T04:20:35.7907220Z Register a FakeTensor implementation for this custom op. 2025-07-24T04:20:35.7907260Z 2025-07-24T04:20:35.7907410Z This is necessary to get the operator to work efficiently with torch.compile. 2025-07-24T04:20:35.7907450Z 2025-07-24T04:20:35.7907590Z The Fake impl (sometimes also known as a meta kernel or abstract impl) 2025-07-24T04:20:35.7907730Z specifies the behavior of this operator on Tensors that carry no data. 2025-07-24T04:20:35.7907820Z Given some input Tensors with certain properties 2025-07-24T04:20:35.7907980Z (sizes/strides/storage_offset/device), it specifies what the properties of 2025-07-24T04:20:35.7908030Z the output Tensors are. 2025-07-24T04:20:35.7908070Z 2025-07-24T04:20:35.7908200Z Please see :func:`torch.library.impl_abstract` for more details. 2025-07-24T04:20:35.7908240Z 2025-07-24T04:20:35.7908290Z Args: 2025-07-24T04:20:35.7908400Z fn (Callable): The function to register as the FakeTensor 2025-07-24T04:20:35.7908450Z implementation. 2025-07-24T04:20:35.7908490Z 2025-07-24T04:20:35.7908540Z Examples: 2025-07-24T04:20:35.7908590Z >>> import torch 2025-07-24T04:20:35.7908650Z >>> import numpy as np 2025-07-24T04:20:35.7908720Z >>> from torch import Tensor 2025-07-24T04:20:35.7908760Z >>> 2025-07-24T04:20:35.7908880Z >>> # Example 1: an operator without data-dependent output shape 2025-07-24T04:20:35.7909000Z >>> @torch.library.custom_op("mylib::linear", mutates_args=()) 2025-07-24T04:20:35.7909110Z >>> def linear(x: Tensor, weight: Tensor, bias: Tensor) -> Tensor: 2025-07-24T04:20:35.7909190Z >>> return (x @ weight.t()) + bias 2025-07-24T04:20:35.7909230Z >>> 2025-07-24T04:20:35.7909290Z >>> @linear.register_fake 2025-07-24T04:20:35.7909360Z >>> def _(x, weight, bias): 2025-07-24T04:20:35.7909410Z >>> assert x.dim() == 2 2025-07-24T04:20:35.7909480Z >>> assert weight.dim() == 2 2025-07-24T04:20:35.7909550Z >>> assert bias.dim() == 1 2025-07-24T04:20:35.7909630Z >>> assert x.shape[1] == weight.shape[1] 2025-07-24T04:20:35.7909710Z >>> assert weight.shape[0] == bias.shape[0] 2025-07-24T04:20:35.7909790Z >>> assert x.device == weight.device 2025-07-24T04:20:35.7909880Z >>> return x.new_empty(x.size(0), weight.size(0)) 2025-07-24T04:20:35.7909920Z >>> 2025-07-24T04:20:35.7909980Z >>> x = torch.randn(2, 2) 2025-07-24T04:20:35.7910050Z >>> weight = torch.randn(2, 2) 2025-07-24T04:20:35.7910110Z >>> bias = torch.randn(2) 2025-07-24T04:20:35.7910190Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-07-24T04:20:35.7910310Z >>> out = torch.compile(linear, fullgraph=True)(x, weight, bias) 2025-07-24T04:20:35.7910430Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-07-24T04:20:35.7910580Z >>> assert torch.allclose(out, torch.nn.functional.linear(x, weight, bias)) 2025-07-24T04:20:35.7910630Z >>> 2025-07-24T04:20:35.7910740Z >>> # Example 2: an operator with data-dependent output shape 2025-07-24T04:20:35.7910860Z >>> @torch.library.custom_op("mylib::nonzero", mutates_args=()) 2025-07-24T04:20:35.7910970Z >>> def nonzero(x: Tensor) -> Tensor: 2025-07-24T04:20:35.7911030Z >>> x_np = x.cpu().numpy() 2025-07-24T04:20:35.7911110Z >>> res = np.stack(np.nonzero(x_np), axis=1) 2025-07-24T04:20:35.7911220Z >>> return torch.tensor(res, device=x.device) 2025-07-24T04:20:35.7911260Z >>> 2025-07-24T04:20:35.7911320Z >>> @nonzero.register_fake 2025-07-24T04:20:35.7911390Z >>> def _(x): 2025-07-24T04:20:35.7911490Z >>> # Number of nonzero-elements is data-dependent. 2025-07-24T04:20:35.7911600Z >>> # Since we cannot peek at the data in an abstract impl, 2025-07-24T04:20:35.7911700Z >>> # we use the ctx object to construct a new symint that 2025-07-24T04:20:35.7911780Z >>> # represents the data-dependent size. 2025-07-24T04:20:35.7911850Z >>> ctx = torch.library.get_ctx() 2025-07-24T04:20:35.7911930Z >>> nnz = ctx.new_dynamic_size() 2025-07-24T04:20:35.7911990Z >>> shape = [nnz, x.dim()] 2025-07-24T04:20:35.7912090Z >>> result = x.new_empty(shape, dtype=torch.int64) 2025-07-24T04:20:35.7912140Z >>> return result 2025-07-24T04:20:35.7912190Z >>> 2025-07-24T04:20:35.7912260Z >>> x = torch.tensor([0, 1, 2, 0, 0, 1]) 2025-07-24T04:20:35.7912340Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-07-24T04:20:35.7912440Z >>> out = torch.compile(nonzero, fullgraph=True)(x) 2025-07-24T04:20:35.7912520Z >>> # xdoctest: +SKIP("Requires Python <= 3.11") 2025-07-24T04:20:35.7912610Z >>> assert torch.allclose(out, x.nonzero()) 2025-07-24T04:20:35.7912650Z 2025-07-24T04:20:35.7912690Z 2025-07-24T04:20:35.7913000Z Original Error: IndentationError('expected an indented block after function definition on line 36', ('', 37, 1, '_._ = None\n', 37, 2)) 2025-07-24T04:20:35.7913040Z 2025-07-24T04:20:35.7913090Z _._ = None 2025-07-24T04:20:35.7913130Z ^ 2025-07-24T04:20:35.7913180Z warnings.warn(msg) 2025-07-24T04:20:35.7913220Z 2025-07-24T04:20:35.7913320Z --- Parse Warning: 122 / 136 --- 2025-07-24T04:20:35.7913990Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=Conv1d in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/conv.py line=354. 2025-07-24T04:20:35.7914150Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7914280Z Applies a 1D convolution over a quantized input signal composed of 2025-07-24T04:20:35.7914350Z several quantized input planes. 2025-07-24T04:20:35.7914390Z 2025-07-24T04:20:35.7914510Z For details on input arguments, parameters, and implementation see 2025-07-24T04:20:35.7914570Z :class:`~torch.nn.Conv1d`. 2025-07-24T04:20:35.7914620Z 2025-07-24T04:20:35.7914660Z .. note:: 2025-07-24T04:20:35.7914780Z Only `zeros` is supported for the :attr:`padding_mode` argument. 2025-07-24T04:20:35.7914820Z 2025-07-24T04:20:35.7914870Z .. note:: 2025-07-24T04:20:35.7914970Z Only `torch.quint8` is supported for the input data type. 2025-07-24T04:20:35.7915020Z 2025-07-24T04:20:35.7915060Z 2025-07-24T04:20:35.7915150Z Attributes: 2025-07-24T04:20:35.7915280Z weight (Tensor): packed tensor derived from the learnable weight 2025-07-24T04:20:35.7915340Z parameter. 2025-07-24T04:20:35.7915430Z scale (Tensor): scalar for the output scale 2025-07-24T04:20:35.7915530Z zero_point (Tensor): scalar for the output zero point 2025-07-24T04:20:35.7915570Z 2025-07-24T04:20:35.7915660Z See :class:`~torch.nn.Conv1d` for other attributes. 2025-07-24T04:20:35.7915730Z 2025-07-24T04:20:35.7915770Z Examples:: 2025-07-24T04:20:35.7915810Z 2025-07-24T04:20:35.7915910Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_QENGINE) 2025-07-24T04:20:35.7916020Z >>> m = nn.quantized.Conv1d(16, 33, 3, stride=2) 2025-07-24T04:20:35.7916090Z >>> input = torch.randn(20, 16, 100) 2025-07-24T04:20:35.7916170Z >>> # quantize input to quint8 2025-07-24T04:20:35.7916220Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7916360Z >>> q_input = torch.quantize_per_tensor(input, scale=1.0, zero_point=0, 2025-07-24T04:20:35.7916440Z ... dtype=torch.quint8) 2025-07-24T04:20:35.7916500Z >>> output = m(q_input) 2025-07-24T04:20:35.7916540Z 2025-07-24T04:20:35.7916580Z 2025-07-24T04:20:35.7916730Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7916780Z 2025-07-24T04:20:35.7916830Z warnings.warn(msg) 2025-07-24T04:20:35.7916870Z 2025-07-24T04:20:35.7916970Z --- Parse Warning: 123 / 136 --- 2025-07-24T04:20:35.7917650Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=LSTM in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/nn/quantized/modules/rnn.py line=12. 2025-07-24T04:20:35.7917810Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7917890Z A quantized long short-term memory (LSTM). 2025-07-24T04:20:35.7917930Z 2025-07-24T04:20:35.7918100Z For the description and the argument types, please, refer to :class:`~torch.nn.LSTM` 2025-07-24T04:20:35.7918140Z 2025-07-24T04:20:35.7918180Z Attributes: 2025-07-24T04:20:35.7918250Z layers : instances of the `_LSTMLayer` 2025-07-24T04:20:35.7918300Z 2025-07-24T04:20:35.7918340Z .. note:: 2025-07-24T04:20:35.7918470Z To access the weights and biases, you need to access them per layer. 2025-07-24T04:20:35.7918580Z See examples in :class:`~torch.ao.nn.quantizable.LSTM` 2025-07-24T04:20:35.7918620Z 2025-07-24T04:20:35.7918660Z Examples:: 2025-07-24T04:20:35.7918720Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7918780Z >>> custom_module_config = { 2025-07-24T04:20:35.7918870Z ... 'float_to_observed_custom_module_class': { 2025-07-24T04:20:35.7918950Z ... nn.LSTM: nn.quantizable.LSTM, 2025-07-24T04:20:35.7918990Z ... }, 2025-07-24T04:20:35.7919090Z ... 'observed_to_quantized_custom_module_class': { 2025-07-24T04:20:35.7919170Z ... nn.quantizable.LSTM: nn.quantized.LSTM, 2025-07-24T04:20:35.7919220Z ... } 2025-07-24T04:20:35.7919260Z ... } 2025-07-24T04:20:35.7919400Z >>> tq.prepare(model, prepare_custom_module_class=custom_module_config) 2025-07-24T04:20:35.7919530Z >>> tq.convert(model, convert_custom_module_class=custom_module_config) 2025-07-24T04:20:35.7919570Z 2025-07-24T04:20:35.7919720Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7919760Z 2025-07-24T04:20:35.7919820Z warnings.warn(msg) 2025-07-24T04:20:35.7919860Z 2025-07-24T04:20:35.7919960Z --- Parse Warning: 124 / 136 --- 2025-07-24T04:20:35.7920720Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=DTypeConfig in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/backend_config/backend_config.py line=181. 2025-07-24T04:20:35.7920870Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7920930Z 2025-07-24T04:20:35.7921080Z Config object that specifies the supported data types passed as arguments to 2025-07-24T04:20:35.7921240Z quantize ops in the reference model spec, for input and output activations, 2025-07-24T04:20:35.7921300Z weights, and biases. 2025-07-24T04:20:35.7921340Z 2025-07-24T04:20:35.7921440Z For example, consider the following reference model: 2025-07-24T04:20:35.7921530Z 2025-07-24T04:20:35.7921630Z quant1 - [dequant1 - fp32_linear - quant2] - dequant2 2025-07-24T04:20:35.7921670Z 2025-07-24T04:20:35.7921800Z The pattern in the square brackets refers to the reference pattern of 2025-07-24T04:20:35.7921940Z statically quantized linear. Setting the input dtype as `torch.quint8` 2025-07-24T04:20:35.7924800Z in the DTypeConfig means we pass in `torch.quint8` as the dtype argument 2025-07-24T04:20:35.7924950Z to the first quantize op (quant1). Similarly, setting the output dtype as 2025-07-24T04:20:35.7925090Z `torch.quint8` means we pass in `torch.quint8` as the dtype argument to 2025-07-24T04:20:35.7925150Z the second quantize op (quant2). 2025-07-24T04:20:35.7925200Z 2025-07-24T04:20:35.7925330Z Note that the dtype here does not refer to the interface dtypes of the 2025-07-24T04:20:35.7925460Z op. For example, the "input dtype" here is not the dtype of the input 2025-07-24T04:20:35.7925590Z tensor passed to the quantized linear op. Though it can still be the 2025-07-24T04:20:35.7925710Z same as the interface dtype, this is not always the case, e.g. the 2025-07-24T04:20:35.7925840Z interface dtype is fp32 in dynamic quantization but the "input dtype" 2025-07-24T04:20:35.7925970Z specified in the DTypeConfig would still be quint8. The semantics of 2025-07-24T04:20:35.7926090Z dtypes here are the same as the semantics of the dtypes specified in 2025-07-24T04:20:35.7926140Z the observers. 2025-07-24T04:20:35.7926180Z 2025-07-24T04:20:35.7926300Z These dtypes are matched against the ones specified in the user's 2025-07-24T04:20:35.7926440Z QConfig. If there is a match, and the QConfig satisfies the constraints 2025-07-24T04:20:35.7926570Z specified in the DTypeConfig (if any), then we will quantize the given 2025-07-24T04:20:35.7926710Z pattern using this DTypeConfig. Otherwise, the QConfig is ignored and 2025-07-24T04:20:35.7926770Z the pattern will not be quantized. 2025-07-24T04:20:35.7926810Z 2025-07-24T04:20:35.7926860Z Example usage:: 2025-07-24T04:20:35.7926900Z 2025-07-24T04:20:35.7926960Z >>> # xdoctest: +SKIP(failing) 2025-07-24T04:20:35.7927020Z >>> dtype_config1 = DTypeConfig( 2025-07-24T04:20:35.7927090Z ... input_dtype=torch.quint8, 2025-07-24T04:20:35.7927150Z ... output_dtype=torch.quint8, 2025-07-24T04:20:35.7927210Z ... weight_dtype=torch.qint8, 2025-07-24T04:20:35.7927270Z ... bias_dtype=torch.float) 2025-07-24T04:20:35.7927310Z 2025-07-24T04:20:35.7927370Z >>> dtype_config2 = DTypeConfig( 2025-07-24T04:20:35.7927450Z ... input_dtype=DTypeWithConstraints( 2025-07-24T04:20:35.7927510Z ... dtype=torch.quint8, 2025-07-24T04:20:35.7927570Z ... quant_min_lower_bound=0, 2025-07-24T04:20:35.7927640Z ... quant_max_upper_bound=255, 2025-07-24T04:20:35.7927680Z ... ), 2025-07-24T04:20:35.7927760Z ... output_dtype=DTypeWithConstraints( 2025-07-24T04:20:35.7927810Z ... dtype=torch.quint8, 2025-07-24T04:20:35.7927920Z ... quant_min_lower_bound=0, 2025-07-24T04:20:35.7927990Z ... quant_max_upper_bound=255, 2025-07-24T04:20:35.7928030Z ... ), 2025-07-24T04:20:35.7928100Z ... weight_dtype=DTypeWithConstraints( 2025-07-24T04:20:35.7928160Z ... dtype=torch.qint8, 2025-07-24T04:20:35.7928220Z ... quant_min_lower_bound=-128, 2025-07-24T04:20:35.7928290Z ... quant_max_upper_bound=127, 2025-07-24T04:20:35.7928350Z ... ), 2025-07-24T04:20:35.7928410Z ... bias_dtype=torch.float) 2025-07-24T04:20:35.7928440Z 2025-07-24T04:20:35.7928510Z >>> dtype_config1.input_dtype 2025-07-24T04:20:35.7928600Z torch.quint8 2025-07-24T04:20:35.7928640Z 2025-07-24T04:20:35.7928710Z >>> dtype_config2.input_dtype 2025-07-24T04:20:35.7928750Z torch.quint8 2025-07-24T04:20:35.7928810Z 2025-07-24T04:20:35.7928900Z >>> dtype_config2.input_dtype_with_constraints 2025-07-24T04:20:35.7929220Z DTypeWithConstraints(dtype=torch.quint8, quant_min_lower_bound=0, quant_max_upper_bound=255, scale_min_lower_bound=None, scale_max_upper_bound=None) 2025-07-24T04:20:35.7929260Z 2025-07-24T04:20:35.7929420Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7929460Z 2025-07-24T04:20:35.7929510Z warnings.warn(msg) 2025-07-24T04:20:35.7929550Z 2025-07-24T04:20:35.7929670Z --- Parse Warning: 125 / 136 --- 2025-07-24T04:20:35.7930520Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ModelReportVisualizer.generate_filtered_tables in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=301. 2025-07-24T04:20:35.7930680Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7930720Z 2025-07-24T04:20:35.7930880Z Takes in optional filter values and generates two tables with desired information. 2025-07-24T04:20:35.7930920Z 2025-07-24T04:20:35.7931050Z The generated tables are presented in both a list-of-lists format 2025-07-24T04:20:35.7931090Z 2025-07-24T04:20:35.7931210Z The reason for the two tables are that they handle different things: 2025-07-24T04:20:35.7931320Z 1.) the first table handles all tensor level information 2025-07-24T04:20:35.7931450Z 2.) the second table handles and displays all channel based information 2025-07-24T04:20:35.7931490Z 2025-07-24T04:20:35.7931680Z The reasoning for this is that having all the info in one table can make it ambiguous which collected 2025-07-24T04:20:35.7931880Z statistics are global, and which are actually per-channel, so it's better to split it up into two 2025-07-24T04:20:35.7932090Z tables. This also makes the information much easier to digest given the plethora of statistics collected 2025-07-24T04:20:35.7932130Z 2025-07-24T04:20:35.7932190Z Tensor table columns: 2025-07-24T04:20:35.7932310Z idx layer_fqn feature_1 feature_2 feature_3 .... feature_n 2025-07-24T04:20:35.7932410Z ---- --------- --------- --------- --------- --------- 2025-07-24T04:20:35.7932450Z 2025-07-24T04:20:35.7932510Z Per-Channel table columns: 2025-07-24T04:20:35.7932640Z idx layer_fqn channel feature_1 feature_2 feature_3 .... feature_n 2025-07-24T04:20:35.7932750Z ---- --------- ------- --------- --------- --------- --------- 2025-07-24T04:20:35.7932790Z 2025-07-24T04:20:35.7932840Z Args: 2025-07-24T04:20:35.7932990Z feature_filter (str, optional): Filters the features presented to only those that 2025-07-24T04:20:35.7933060Z contain this filter substring 2025-07-24T04:20:35.7933160Z Default = "", results in all the features being printed 2025-07-24T04:20:35.7933360Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-07-24T04:20:35.7933510Z Default = "", results in all the modules in the reports to be visible in the table 2025-07-24T04:20:35.7933550Z 2025-07-24T04:20:35.7933620Z Returns a dictionary with two keys: 2025-07-24T04:20:35.7933720Z (Dict[str, Tuple[List, List]]) A dict containing two keys: 2025-07-24T04:20:35.7933910Z "tensor_level_info", "channel_level_info" 2025-07-24T04:20:35.7933980Z Each key maps to a tuple with: 2025-07-24T04:20:35.7934050Z A list of the headers of each table 2025-07-24T04:20:35.7934180Z A list of lists containing the table information row by row 2025-07-24T04:20:35.7934290Z The 0th index row will contain the headers of the columns 2025-07-24T04:20:35.7934390Z The rest of the rows will contain data 2025-07-24T04:20:35.7934430Z 2025-07-24T04:20:35.7934470Z Example Use: 2025-07-24T04:20:35.7934550Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7934650Z >>> mod_report_visualizer.generate_filtered_tables( 2025-07-24T04:20:35.7934770Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-07-24T04:20:35.7934930Z ... ) # generates table with per_channel_min info for all modules in block 1 of the model 2025-07-24T04:20:35.7934980Z 2025-07-24T04:20:35.7935130Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7935170Z 2025-07-24T04:20:35.7935220Z warnings.warn(msg) 2025-07-24T04:20:35.7935260Z 2025-07-24T04:20:35.7935370Z --- Parse Warning: 126 / 136 --- 2025-07-24T04:20:35.7936230Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ModelReportVisualizer.generate_table_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=399. 2025-07-24T04:20:35.7936390Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7936430Z 2025-07-24T04:20:35.7936590Z Takes in optional filter values and prints out formatted tables of the information. 2025-07-24T04:20:35.7936630Z 2025-07-24T04:20:35.7936840Z The reason for the two tables printed out instead of one large one are that they handle different things: 2025-07-24T04:20:35.7936940Z 1.) the first table handles all tensor level information 2025-07-24T04:20:35.7937070Z 2.) the second table handles and displays all channel based information 2025-07-24T04:20:35.7937110Z 2025-07-24T04:20:35.7937310Z The reasoning for this is that having all the info in one table can make it ambiguous which collected 2025-07-24T04:20:35.7937500Z statistics are global, and which are actually per-channel, so it's better to split it up into two 2025-07-24T04:20:35.7937710Z tables. This also makes the information much easier to digest given the plethora of statistics collected 2025-07-24T04:20:35.7937750Z 2025-07-24T04:20:35.7937810Z Tensor table columns: 2025-07-24T04:20:35.7937920Z idx layer_fqn feature_1 feature_2 feature_3 .... feature_n 2025-07-24T04:20:35.7938020Z ---- --------- --------- --------- --------- --------- 2025-07-24T04:20:35.7938060Z 2025-07-24T04:20:35.7938120Z Per-Channel table columns: 2025-07-24T04:20:35.7938160Z 2025-07-24T04:20:35.7938300Z idx layer_fqn channel feature_1 feature_2 feature_3 .... feature_n 2025-07-24T04:20:35.7938400Z ---- --------- ------- --------- --------- --------- --------- 2025-07-24T04:20:35.7938440Z 2025-07-24T04:20:35.7938480Z Args: 2025-07-24T04:20:35.7938650Z feature_filter (str, optional): Filters the features presented to only those that 2025-07-24T04:20:35.7938730Z contain this filter substring 2025-07-24T04:20:35.7938840Z Default = "", results in all the features being printed 2025-07-24T04:20:35.7938990Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-07-24T04:20:35.7939150Z Default = "", results in all the modules in the reports to be visible in the table 2025-07-24T04:20:35.7939190Z 2025-07-24T04:20:35.7939260Z Example Use: 2025-07-24T04:20:35.7939340Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7939440Z >>> mod_report_visualizer.generate_table_visualization( 2025-07-24T04:20:35.7939610Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-07-24T04:20:35.7939650Z ... ) 2025-07-24T04:20:35.7939790Z >>> # prints out neatly formatted table with per_channel_min info 2025-07-24T04:20:35.7939870Z >>> # for all modules in block 1 of the model 2025-07-24T04:20:35.7939920Z 2025-07-24T04:20:35.7940070Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7940110Z 2025-07-24T04:20:35.7940160Z warnings.warn(msg) 2025-07-24T04:20:35.7940200Z 2025-07-24T04:20:35.7940300Z --- Parse Warning: 127 / 136 --- 2025-07-24T04:20:35.7941160Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ModelReportVisualizer.generate_plot_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=564. 2025-07-24T04:20:35.7941320Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7941360Z 2025-07-24T04:20:35.7941500Z Takes in a feature and optional module_filter and plots of the desired data. 2025-07-24T04:20:35.7941540Z 2025-07-24T04:20:35.7941710Z For per channel features, it averages the value across the channels and plots a point 2025-07-24T04:20:35.7941860Z per module. The reason for this is that for models with hundreds of channels, it can 2025-07-24T04:20:35.7942030Z be hard to differentiate one channel line from another, and so the point of generating 2025-07-24T04:20:35.7942190Z a single average point per module is to give a sense of general trends that encourage 2025-07-24T04:20:35.7942240Z further deep dives. 2025-07-24T04:20:35.7942280Z 2025-07-24T04:20:35.7942320Z Note: 2025-07-24T04:20:35.7942480Z Only features in the report that have tensor value data are plottable by this class 2025-07-24T04:20:35.7942580Z When the tensor information is plotted, it will plot: 2025-07-24T04:20:35.7942670Z idx as the x val, feature value as the y_val 2025-07-24T04:20:35.7942770Z When the channel information is plotted, it will plot: 2025-07-24T04:20:35.7942940Z the first idx of each module as the x val, feature value as the y_val [for each channel] 2025-07-24T04:20:35.7943080Z The reason for this is that we want to be able to compare values across the 2025-07-24T04:20:35.7943220Z channels for same layer, and it will be hard if values are staggered by idx 2025-07-24T04:20:35.7943330Z This means each module is represented by only 1 x value 2025-07-24T04:20:35.7943370Z Args: 2025-07-24T04:20:35.7943500Z feature_filter (str): Filters the features presented to only those that 2025-07-24T04:20:35.7943570Z contain this filter substring 2025-07-24T04:20:35.7943730Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-07-24T04:20:35.7943880Z Default = "", results in all the modules in the reports to be visible in the table 2025-07-24T04:20:35.7943920Z 2025-07-24T04:20:35.7943960Z Example Use: 2025-07-24T04:20:35.7944070Z >>> # xdoctest: +SKIP("undefined variables") 2025-07-24T04:20:35.7944170Z >>> mod_report_visualizer.generate_plot_visualization( 2025-07-24T04:20:35.7944290Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-07-24T04:20:35.7944330Z ... ) 2025-07-24T04:20:35.7944440Z >>> # outputs line plot of per_channel_min information for all 2025-07-24T04:20:35.7944560Z >>> # modules in block1 of model each channel gets it's own line, 2025-07-24T04:20:35.7944680Z >>> # and it's plotted across the in-order modules on the x-axis 2025-07-24T04:20:35.7944730Z 2025-07-24T04:20:35.7944890Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7944940Z 2025-07-24T04:20:35.7944990Z warnings.warn(msg) 2025-07-24T04:20:35.7945030Z 2025-07-24T04:20:35.7945160Z --- Parse Warning: 128 / 136 --- 2025-07-24T04:20:35.7946030Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ModelReportVisualizer.generate_histogram_visualization in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report_visualizer.py line=643. 2025-07-24T04:20:35.7946190Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7946230Z 2025-07-24T04:20:35.7946400Z Takes in a feature and optional module_filter and plots the histogram of desired data. 2025-07-24T04:20:35.7946440Z 2025-07-24T04:20:35.7946490Z Note: 2025-07-24T04:20:35.7946650Z Only features in the report that have tensor value data can be viewed as a histogram 2025-07-24T04:20:35.7946810Z If you want to plot a histogram from all the channel values of a specific feature for 2025-07-24T04:20:35.7946960Z a specific model, make sure to specify both the model and the feature properly 2025-07-24T04:20:35.7947110Z in the filters and you should be able to see a distribution of the channel data 2025-07-24T04:20:35.7947150Z 2025-07-24T04:20:35.7947190Z Args: 2025-07-24T04:20:35.7947350Z feature_filter (str, optional): Filters the features presented to only those that 2025-07-24T04:20:35.7947410Z contain this filter substring 2025-07-24T04:20:35.7947510Z Default = "", results in all the features being printed 2025-07-24T04:20:35.7947680Z module_fqn_filter (str, optional): Only includes modules that contains this string 2025-07-24T04:20:35.7947830Z Default = "", results in all the modules in the reports to be visible in the table 2025-07-24T04:20:35.7947960Z num_bins (int, optional): The number of bins to create the histogram with 2025-07-24T04:20:35.7948080Z Default = 10, the values will be split into 10 equal sized bins 2025-07-24T04:20:35.7948120Z 2025-07-24T04:20:35.7948170Z Example Use: 2025-07-24T04:20:35.7948220Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7948400Z >>> mod_report_visualizer.generategenerate_histogram_visualization_plot_visualization( 2025-07-24T04:20:35.7948520Z ... feature_filter="per_channel_min", module_fqn_filter="block1" 2025-07-24T04:20:35.7948560Z ... ) 2025-07-24T04:20:35.7948730Z # outputs histogram of per_channel_min information for all modules in block1 of model 2025-07-24T04:20:35.7948890Z information is gathered across all channels for all modules in block 1 for the 2025-07-24T04:20:35.7949020Z per_channel_min and is displayed in a histogram of equally sized bins 2025-07-24T04:20:35.7949060Z 2025-07-24T04:20:35.7949210Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7949250Z 2025-07-24T04:20:35.7949300Z warnings.warn(msg) 2025-07-24T04:20:35.7949340Z 2025-07-24T04:20:35.7949440Z --- Parse Warning: 129 / 136 --- 2025-07-24T04:20:35.7950190Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ModelReport in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/quantization/fx/_model_report/model_report.py line=24. 2025-07-24T04:20:35.7950350Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7950410Z 2025-07-24T04:20:35.7950590Z The ModelReport class aims to provide users an easy way to diagnose issues that they run into 2025-07-24T04:20:35.7950790Z with their models. The class works with all traceable GraphModules to help diagnose issues, 2025-07-24T04:20:35.7950980Z though the requirements on the type of model more-so depends on the specific report the user 2025-07-24T04:20:35.7951180Z is trying to generate. With respect to the reports, the ModelReport class is initialized with 2025-07-24T04:20:35.7951350Z a set of Detector classes, each of which generate reports on quantization configuration 2025-07-24T04:20:35.7951410Z issues a use might have. 2025-07-24T04:20:35.7951450Z 2025-07-24T04:20:35.7951520Z Currently supports generating reports on: 2025-07-24T04:20:35.7951660Z - Suggestions for per-channel vs. per-tensor quantization (nn.Module) 2025-07-24T04:20:35.7951830Z - Suggestions for dynamic vs static quantization for linear layers (Graph Modules) 2025-07-24T04:20:35.7952000Z - Suggestions for input-weight equalization for linear and conv layers (Graph Modules) 2025-07-24T04:20:35.7952130Z - Suggestions for outlier detection for all layers (Graph Modules) 2025-07-24T04:20:35.7952170Z 2025-07-24T04:20:35.7952410Z The ModelReport class has the primary functionality of inserting observers (primarily the ModelReportObserver) 2025-07-24T04:20:35.7952640Z where needed for each detector to gather the information it needs, and then after calibration, the ModelReport 2025-07-24T04:20:35.7952860Z class compiles the report generated by each Detector class into a single report to return to the user. It also 2025-07-24T04:20:35.7952990Z has the capability to remove all the observers it inserted as well. 2025-07-24T04:20:35.7953030Z 2025-07-24T04:20:35.7953210Z * :attr:`_model` The model we wish to generate the report for. Must be a traceable GraphModule 2025-07-24T04:20:35.7953250Z 2025-07-24T04:20:35.7953470Z * :attr:`_desired_report_detectors` The set of Detectors representing desired reports from the ModelReport class 2025-07-24T04:20:35.7953660Z Make sure that these are all unique types of detectors [do not have more than 1 of the same class] 2025-07-24T04:20:35.7953710Z 2025-07-24T04:20:35.7953880Z * :attr:`_desired_detector_names` The set of detector names of the _desired_report_detectors. 2025-07-24T04:20:35.7954020Z This set is generated by calling the get_detector_name() of each detector 2025-07-24T04:20:35.7954060Z 2025-07-24T04:20:35.7954260Z * :attr:`_detector_name_to_observer_fqns` The mapping from each detector to fqns of observers of interest 2025-07-24T04:20:35.7954450Z The purpose of this is to keep track of what observers were inserted for each detector, so that they 2025-07-24T04:20:35.7954520Z can be removed at the end if desired 2025-07-24T04:20:35.7954560Z 2025-07-24T04:20:35.7954750Z * :attr:`_prepared_flag` A boolean flag that keeps track of whether we have prepared the model or not 2025-07-24T04:20:35.7954890Z This is to ensure we only insert observers once with the ModelReport instance 2025-07-24T04:20:35.7954930Z 2025-07-24T04:20:35.7955090Z * :attr:`_removed_observers` A boolean to track if we have removed observers already 2025-07-24T04:20:35.7955260Z The purpose is to ensure we don't attempt to remove observers twice with the same ModelReport 2025-07-24T04:20:35.7955460Z instance. This also allows the functionality where we can generate the report multiple times 2025-07-24T04:20:35.7955610Z as long as we haven't removed the observers yet. 2025-07-24T04:20:35.7955650Z 2025-07-24T04:20:35.7955690Z Note: 2025-07-24T04:20:35.7955870Z This class was initially designed to work with the Fx Graph Mode workflow in mind. However, 2025-07-24T04:20:35.7956060Z full functionality is available as long as there is a traceable GraphModule that is being used. 2025-07-24T04:20:35.7956270Z One method to get a traceable GraphModule without going through the Fx workflow is to use 2025-07-24T04:20:35.7956330Z the QuantizationTracer class. 2025-07-24T04:20:35.7956370Z 2025-07-24T04:20:35.7956450Z General Flow for Fx workflow: 2025-07-24T04:20:35.7956680Z 1.) Initialize ModelReport object with reports of interest by passing in initialized detector objects and model 2025-07-24T04:20:35.7956770Z 2.) Prepare your model with prepare_fx 2025-07-24T04:20:35.7956920Z 3.) Call model_report.prepare_detailed_calibration to add relevant observers 2025-07-24T04:20:35.7956990Z 4.) Calibrate your model with data 2025-07-24T04:20:35.7957200Z 5.) Call model_report.generate_report on your model to generate report and optionally remove added observers 2025-07-24T04:20:35.7957250Z Optional 2025-07-24T04:20:35.7957410Z 6.) Call model_report.generate_visualizer to get a ModelReportVisualizer instance 2025-07-24T04:20:35.7957560Z 7.) To help in parsing report information and debugging, view report info as a: 2025-07-24T04:20:35.7957600Z - Table 2025-07-24T04:20:35.7957660Z - Histogram 2025-07-24T04:20:35.7957700Z - Line plot 2025-07-24T04:20:35.7957900Z 8.) Call model_report.generate_qconfigs to generate the qconfigs based on the report suggestions 2025-07-24T04:20:35.7957940Z 2025-07-24T04:20:35.7958010Z Example (with QuantizationTracer): 2025-07-24T04:20:35.7958060Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7958120Z >>> # get the necessary qconfig 2025-07-24T04:20:35.7958190Z >>> config = PrepareCustomConfig() 2025-07-24T04:20:35.7958280Z >>> skipped_module_names, skipped_module_classes = ( 2025-07-24T04:20:35.7958390Z ... get_skipped_module_name_and_classes(config, False) 2025-07-24T04:20:35.7958430Z ... ) 2025-07-24T04:20:35.7958470Z 2025-07-24T04:20:35.7958550Z >>> # initialize our model and get GraphModule 2025-07-24T04:20:35.7958600Z >>> model = SomeModel() 2025-07-24T04:20:35.7958750Z >>> tracer = QuantizationTracer(skipped_module_names, skipped_module_classes) 2025-07-24T04:20:35.7958860Z >>> graph_module = GraphModule(model, tracer.trace(model)) 2025-07-24T04:20:35.7958900Z 2025-07-24T04:20:35.7959000Z >>> # get our set of detectors and ModelReport instance 2025-07-24T04:20:35.7959050Z >>> detector_set = set( 2025-07-24T04:20:35.7959090Z ... [ 2025-07-24T04:20:35.7959180Z ... DynamicStaticDetector(tolerance=0.5), 2025-07-24T04:20:35.7959300Z ... InputWeightEqualizationDetector(ratio_threshold=0.7), 2025-07-24T04:20:35.7959340Z ... ] 2025-07-24T04:20:35.7959380Z ... ) 2025-07-24T04:20:35.7959510Z >>> tracer_reporter = ModelReport(graph_module, tracer_detector_set) 2025-07-24T04:20:35.7959550Z 2025-07-24T04:20:35.7959650Z >>> # now we insert the observers and calibrate the model 2025-07-24T04:20:35.7959800Z >>> tracer_model_with_observers = tracer_reporter.prepare_detailed_calibration() 2025-07-24T04:20:35.7959890Z >>> for i in range(num_callibration_batches): 2025-07-24T04:20:35.7959970Z >>> example_input = get_callibration_input() 2025-07-24T04:20:35.7960050Z >>> tracer_model_with_observers(example_input) 2025-07-24T04:20:35.7960090Z 2025-07-24T04:20:35.7960250Z >>> # finally we generate the reports and optionally remove the observers we inserted 2025-07-24T04:20:35.7960350Z >>> reports = tracer_reporter.generate_model_report( 2025-07-24T04:20:35.7960440Z ... remove_inserted_observers=True 2025-07-24T04:20:35.7960480Z ... ) 2025-07-24T04:20:35.7960520Z 2025-07-24T04:20:35.7960660Z >>> # Optional: we can generate the qconfig mapping based on the suggestions 2025-07-24T04:20:35.7960750Z >>> qconfigs = model_report.generate_qconfig_mapping() 2025-07-24T04:20:35.7960800Z 2025-07-24T04:20:35.7960940Z >>> # Optional: we can generate the equalization mapping based on the suggestions 2025-07-24T04:20:35.7961080Z >>> qconfigs = model_report.generate_equalization_mapping() 2025-07-24T04:20:35.7961120Z 2025-07-24T04:20:35.7961320Z >>> # Optional: we get a ModelReportVisualizer instance to do any visualizations desired 2025-07-24T04:20:35.7961450Z >>> model_report_visualizer = tracer_reporter.generate_visualizer() 2025-07-24T04:20:35.7961500Z 2025-07-24T04:20:35.7961540Z 2025-07-24T04:20:35.7961700Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7961740Z 2025-07-24T04:20:35.7961790Z warnings.warn(msg) 2025-07-24T04:20:35.7961830Z 2025-07-24T04:20:35.7961940Z --- Parse Warning: 130 / 136 --- 2025-07-24T04:20:35.7962690Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=BaseSparsifier.squash_mask in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/pruning/sparsifier/base_sparsifier.py line=229. 2025-07-24T04:20:35.7962840Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7962950Z Squashes the sparse masks into the appropriate tensors. 2025-07-24T04:20:35.7962990Z 2025-07-24T04:20:35.7963120Z If either the `params_to_keep` or `params_to_keep_per_layer` is set, 2025-07-24T04:20:35.7963230Z the module will have a `sparse_params` dict attached to it. 2025-07-24T04:20:35.7963280Z 2025-07-24T04:20:35.7963320Z Args: 2025-07-24T04:20:35.7963440Z params_to_keep: List of keys to save in the module or a dict 2025-07-24T04:20:35.7963540Z representing the modules and keys that will have 2025-07-24T04:20:35.7963610Z sparsity parameters saved 2025-07-24T04:20:35.7963750Z params_to_keep_per_layer: Dict to specify the params that should be 2025-07-24T04:20:35.7963850Z saved for specific layers. The keys in the dict 2025-07-24T04:20:35.7963950Z should be the module fqn, while the values should 2025-07-24T04:20:35.7964050Z be a list of strings with the names of the variables 2025-07-24T04:20:35.7964130Z to save in the `sparse_params` 2025-07-24T04:20:35.7964170Z 2025-07-24T04:20:35.7964220Z Examples: 2025-07-24T04:20:35.7964300Z >>> # xdoctest: +SKIP("locals are undefined") 2025-07-24T04:20:35.7964370Z >>> # Don't save any sparse params 2025-07-24T04:20:35.7964440Z >>> sparsifier.squash_mask() 2025-07-24T04:20:35.7964520Z >>> hasattr(model.submodule1, "sparse_params") 2025-07-24T04:20:35.7964570Z False 2025-07-24T04:20:35.7964610Z 2025-07-24T04:20:35.7964680Z >>> # Keep sparse params per layer 2025-07-24T04:20:35.7964750Z >>> sparsifier.squash_mask( 2025-07-24T04:20:35.7964810Z ... params_to_keep_per_layer={ 2025-07-24T04:20:35.7964900Z ... "submodule1.linear1": ("foo", "bar"), 2025-07-24T04:20:35.7964980Z ... "submodule2.linear42": ("baz",), 2025-07-24T04:20:35.7965030Z ... } 2025-07-24T04:20:35.7965070Z ... ) 2025-07-24T04:20:35.7965170Z >>> print(model.submodule1.linear1.sparse_params) 2025-07-24T04:20:35.7965270Z {'foo': 42, 'bar': 24} 2025-07-24T04:20:35.7965370Z >>> print(model.submodule2.linear42.sparse_params) 2025-07-24T04:20:35.7965420Z {'baz': 0.1} 2025-07-24T04:20:35.7965460Z 2025-07-24T04:20:35.7965540Z >>> # Keep sparse params for all layers 2025-07-24T04:20:35.7965650Z >>> sparsifier.squash_mask(params_to_keep=("foo", "bar")) 2025-07-24T04:20:35.7965770Z >>> print(model.submodule1.linear1.sparse_params) 2025-07-24T04:20:35.7965830Z {'foo': 42, 'bar': 24} 2025-07-24T04:20:35.7965950Z >>> print(model.submodule2.linear42.sparse_params) 2025-07-24T04:20:35.7966000Z {'foo': 42, 'bar': 24} 2025-07-24T04:20:35.7966050Z 2025-07-24T04:20:35.7966200Z >>> # Keep some sparse params for all layers, and specific ones for 2025-07-24T04:20:35.7966260Z >>> # some other layers 2025-07-24T04:20:35.7966320Z >>> sparsifier.squash_mask( 2025-07-24T04:20:35.7966390Z ... params_to_keep=("foo", "bar"), 2025-07-24T04:20:35.7966510Z ... params_to_keep_per_layer={"submodule2.linear42": ("baz",)}, 2025-07-24T04:20:35.7966560Z ... ) 2025-07-24T04:20:35.7966650Z >>> print(model.submodule1.linear1.sparse_params) 2025-07-24T04:20:35.7966710Z {'foo': 42, 'bar': 24} 2025-07-24T04:20:35.7966810Z >>> print(model.submodule2.linear42.sparse_params) 2025-07-24T04:20:35.7966870Z {'foo': 42, 'bar': 24, 'baz': 0.1} 2025-07-24T04:20:35.7966920Z 2025-07-24T04:20:35.7967070Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7967110Z 2025-07-24T04:20:35.7967160Z warnings.warn(msg) 2025-07-24T04:20:35.7967200Z 2025-07-24T04:20:35.7967300Z --- Parse Warning: 131 / 136 --- 2025-07-24T04:20:35.7968120Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=ActivationSparsifier in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/pruning/_experimental/activation_sparsifier/activation_sparsifier.py line=16. 2025-07-24T04:20:35.7968280Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7968320Z 2025-07-24T04:20:35.7968470Z The Activation sparsifier class aims to sparsify/prune activations in a neural 2025-07-24T04:20:35.7968620Z network. The idea is to attach the sparsifier to a layer (or layers) and it 2025-07-24T04:20:35.7968760Z zeroes out the activations based on the mask_fn (or sparsification function) 2025-07-24T04:20:35.7968810Z input by the user. 2025-07-24T04:20:35.7968970Z The mask_fn is applied once all the inputs are aggregated and reduced i.e. 2025-07-24T04:20:35.7969070Z mask = mask_fn(reduce_fn(aggregate_fn(activations))) 2025-07-24T04:20:35.7969110Z 2025-07-24T04:20:35.7969150Z Note:: 2025-07-24T04:20:35.7969350Z The sparsification mask is computed on the input **before it goes through the attached layer**. 2025-07-24T04:20:35.7969390Z 2025-07-24T04:20:35.7969430Z Args: 2025-07-24T04:20:35.7969480Z model (nn.Module): 2025-07-24T04:20:35.7969620Z The model whose layers will be sparsified. The layers that needs to be 2025-07-24T04:20:35.7969770Z sparsified should be added separately using the register_layer() function 2025-07-24T04:20:35.7969840Z aggregate_fn (Optional, Callable): 2025-07-24T04:20:35.7969990Z default aggregate_fn that is used if not specified while registering the layer. 2025-07-24T04:20:35.7970100Z specifies how inputs should be aggregated over time. 2025-07-24T04:20:35.7970270Z The aggregate_fn should usually take 2 torch tensors and return the aggregated tensor. 2025-07-24T04:20:35.7970340Z Example 2025-07-24T04:20:35.7970450Z def add_agg_fn(tensor1, tensor2): return tensor1 + tensor2 2025-07-24T04:20:35.7970520Z reduce_fn (Optional, Callable): 2025-07-24T04:20:35.7970670Z default reduce_fn that is used if not specified while registering the layer. 2025-07-24T04:20:35.7970820Z reduce_fn will be called on the aggregated tensor i.e. the tensor obtained after 2025-07-24T04:20:35.7970920Z calling agg_fn() on all inputs. 2025-07-24T04:20:35.7970970Z Example 2025-07-24T04:20:35.7971130Z def mean_reduce_fn(agg_tensor): return agg_tensor.mean(dim=0) 2025-07-24T04:20:35.7971200Z mask_fn (Optional, Callable): 2025-07-24T04:20:35.7971400Z default mask_fn that is used to create the sparsification mask using the tensor obtained after 2025-07-24T04:20:35.7971560Z calling the reduce_fn(). This is used by default if a custom one is passed in the 2025-07-24T04:20:35.7971620Z register_layer(). 2025-07-24T04:20:35.7971830Z Note that the mask_fn() definition should contain the sparse arguments that is passed in sparse_config 2025-07-24T04:20:35.7971880Z arguments. 2025-07-24T04:20:35.7971940Z features (Optional, list): 2025-07-24T04:20:35.7972030Z default selected features to sparsify. 2025-07-24T04:20:35.7972190Z If this is non-empty, then the mask_fn will be applied for each feature of the input. 2025-07-24T04:20:35.7972250Z For example, 2025-07-24T04:20:35.7972400Z mask = [mask_fn(reduce_fn(aggregated_fn(input[feature])) for feature in features] 2025-07-24T04:20:35.7972470Z feature_dim (Optional, int): 2025-07-24T04:20:35.7972640Z default dimension of input features. Again, features along this dim will be chosen 2025-07-24T04:20:35.7972700Z for sparsification. 2025-07-24T04:20:35.7972760Z sparse_config (Dict): 2025-07-24T04:20:35.7972890Z Default configuration for the mask_fn. This config will be passed 2025-07-24T04:20:35.7972950Z with the mask_fn() 2025-07-24T04:20:35.7972990Z 2025-07-24T04:20:35.7973040Z Example: 2025-07-24T04:20:35.7973090Z >>> # xdoctest: +SKIP 2025-07-24T04:20:35.7973140Z >>> model = SomeModel() 2025-07-24T04:20:35.7973290Z >>> act_sparsifier = ActivationSparsifier(...) # init activation sparsifier 2025-07-24T04:20:35.7973350Z >>> # Initialize aggregate_fn 2025-07-24T04:20:35.7973400Z >>> def agg_fn(x, y): 2025-07-24T04:20:35.7973460Z >>> return x + y 2025-07-24T04:20:35.7973500Z >>> 2025-07-24T04:20:35.7973550Z >>> # Initialize reduce_fn 2025-07-24T04:20:35.7973610Z >>> def reduce_fn(x): 2025-07-24T04:20:35.7973670Z >>> return torch.mean(x, dim=0) 2025-07-24T04:20:35.7973710Z >>> 2025-07-24T04:20:35.7973770Z >>> # Initialize mask_fn 2025-07-24T04:20:35.7973820Z >>> def mask_fn(data): 2025-07-24T04:20:35.7973910Z >>> return torch.eye(data.shape).to(data.device) 2025-07-24T04:20:35.7973950Z >>> 2025-07-24T04:20:35.7973990Z >>> 2025-07-24T04:20:35.7974060Z >>> act_sparsifier.register_layer( 2025-07-24T04:20:35.7974120Z ... model.some_layer, 2025-07-24T04:20:35.7974170Z ... aggregate_fn=agg_fn, 2025-07-24T04:20:35.7974230Z ... reduce_fn=reduce_fn, 2025-07-24T04:20:35.7974280Z ... mask_fn=mask_fn, 2025-07-24T04:20:35.7974320Z ... ) 2025-07-24T04:20:35.7974360Z >>> 2025-07-24T04:20:35.7974420Z >>> # start training process 2025-07-24T04:20:35.7974470Z >>> for _ in [...]: 2025-07-24T04:20:35.7974530Z >>> # epoch starts 2025-07-24T04:20:35.7974680Z >>> # model.forward(), compute_loss() and model.backwards() 2025-07-24T04:20:35.7974730Z >>> # epoch ends 2025-07-24T04:20:35.7974790Z >>> act_sparsifier.step() 2025-07-24T04:20:35.7974850Z >>> # end training process 2025-07-24T04:20:35.7974900Z >>> sparsifier.squash_mask() 2025-07-24T04:20:35.7974950Z 2025-07-24T04:20:35.7975100Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7975170Z 2025-07-24T04:20:35.7975220Z warnings.warn(msg) 2025-07-24T04:20:35.7975260Z 2025-07-24T04:20:35.7975370Z --- Parse Warning: 132 / 136 --- 2025-07-24T04:20:35.7976230Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=BaseDataScheduler.get_schedule_param in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/ao/pruning/_experimental/data_scheduler/base_data_scheduler.py line=91. 2025-07-24T04:20:35.7976400Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7976440Z 2025-07-24T04:20:35.7976560Z Abstract method that needs to be implemented by the child class. 2025-07-24T04:20:35.7976710Z The expected return type should is a dictionary of name to schedule_param value 2025-07-24T04:20:35.7976880Z The returned values will be updated in sparsifier when the scheduler step() function 2025-07-24T04:20:35.7976920Z is called. 2025-07-24T04:20:35.7976970Z 2025-07-24T04:20:35.7977010Z Example: 2025-07-24T04:20:35.7977070Z >>> def get_schedule_param(self): 2025-07-24T04:20:35.7977130Z ... new_param = {} 2025-07-24T04:20:35.7977230Z ... for name in self.sparsifier.data_groups.keys(): 2025-07-24T04:20:35.7977280Z ... new_param[name] = ( 2025-07-24T04:20:35.7977410Z ... self.sparsifier.data_groups[name][self.schedule_param] * 0.5 2025-07-24T04:20:35.7977460Z ... ) 2025-07-24T04:20:35.7977520Z ... return new_param 2025-07-24T04:20:35.7977560Z 2025-07-24T04:20:35.7977760Z When the step() function is called, the value in self.sparsifier.data_groups[name][self.schedule_param] 2025-07-24T04:20:35.7977810Z would be halved 2025-07-24T04:20:35.7977850Z 2025-07-24T04:20:35.7978000Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7978040Z 2025-07-24T04:20:35.7978100Z warnings.warn(msg) 2025-07-24T04:20:35.7978140Z 2025-07-24T04:20:35.7978240Z --- Parse Warning: 133 / 136 --- 2025-07-24T04:20:35.7978940Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=RelaxedBernoulli in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/relaxed_bernoulli.py line=120. 2025-07-24T04:20:35.7979100Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7979140Z 2025-07-24T04:20:35.7979250Z Creates a RelaxedBernoulli distribution, parametrized by 2025-07-24T04:20:35.7979370Z :attr:`temperature`, and either :attr:`probs` or :attr:`logits` 2025-07-24T04:20:35.7979500Z (but not both). This is a relaxed version of the `Bernoulli` distribution, 2025-07-24T04:20:35.7979620Z so the values are in (0, 1), and has reparametrizable samples. 2025-07-24T04:20:35.7979660Z 2025-07-24T04:20:35.7979700Z Example:: 2025-07-24T04:20:35.7979740Z 2025-07-24T04:20:35.7979830Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-07-24T04:20:35.7979910Z >>> m = RelaxedBernoulli(torch.tensor([2.2]), 2025-07-24T04:20:35.7979990Z ... torch.tensor([0.1, 0.2, 0.3, 0.99])) 2025-07-24T04:20:35.7980040Z >>> m.sample() 2025-07-24T04:20:35.7980110Z tensor([ 0.2951, 0.3442, 0.8918, 0.9021]) 2025-07-24T04:20:35.7980180Z 2025-07-24T04:20:35.7982920Z Args: 2025-07-24T04:20:35.7983020Z temperature (Tensor): relaxation temperature 2025-07-24T04:20:35.7983130Z probs (Number, Tensor): the probability of sampling `1` 2025-07-24T04:20:35.7983230Z logits (Number, Tensor): the log-odds of sampling `1` 2025-07-24T04:20:35.7983270Z 2025-07-24T04:20:35.7983420Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7983530Z 2025-07-24T04:20:35.7983580Z warnings.warn(msg) 2025-07-24T04:20:35.7983620Z 2025-07-24T04:20:35.7983740Z --- Parse Warning: 134 / 136 --- 2025-07-24T04:20:35.7984530Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=RelaxedOneHotCategorical in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/relaxed_categorical.py line=109. 2025-07-24T04:20:35.7984700Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7984740Z 2025-07-24T04:20:35.7984870Z Creates a RelaxedOneHotCategorical distribution parametrized by 2025-07-24T04:20:35.7984990Z :attr:`temperature`, and either :attr:`probs` or :attr:`logits`. 2025-07-24T04:20:35.7985140Z This is a relaxed version of the :class:`OneHotCategorical` distribution, so 2025-07-24T04:20:35.7985240Z its samples are on simplex, and are reparametrizable. 2025-07-24T04:20:35.7985290Z 2025-07-24T04:20:35.7985340Z Example:: 2025-07-24T04:20:35.7985380Z 2025-07-24T04:20:35.7985460Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-07-24T04:20:35.7985560Z >>> m = RelaxedOneHotCategorical(torch.tensor([2.2]), 2025-07-24T04:20:35.7985650Z ... torch.tensor([0.1, 0.2, 0.3, 0.4])) 2025-07-24T04:20:35.7985690Z >>> m.sample() 2025-07-24T04:20:35.7985770Z tensor([ 0.1294, 0.2324, 0.3859, 0.2523]) 2025-07-24T04:20:35.7985810Z 2025-07-24T04:20:35.7985850Z Args: 2025-07-24T04:20:35.7985940Z temperature (Tensor): relaxation temperature 2025-07-24T04:20:35.7986000Z probs (Tensor): event probabilities 2025-07-24T04:20:35.7986120Z logits (Tensor): unnormalized log probability for each event 2025-07-24T04:20:35.7986160Z 2025-07-24T04:20:35.7986310Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7986350Z 2025-07-24T04:20:35.7986400Z warnings.warn(msg) 2025-07-24T04:20:35.7986440Z 2025-07-24T04:20:35.7986550Z --- Parse Warning: 135 / 136 --- 2025-07-24T04:20:35.7987310Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=LowRankMultivariateNormal in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/lowrank_multivariate_normal.py line=56. 2025-07-24T04:20:35.7987470Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7987510Z 2025-07-24T04:20:35.7987690Z Creates a multivariate normal distribution with covariance matrix having a low-rank form 2025-07-24T04:20:35.7987800Z parameterized by :attr:`cov_factor` and :attr:`cov_diag`:: 2025-07-24T04:20:35.7987840Z 2025-07-24T04:20:35.7987950Z covariance_matrix = cov_factor @ cov_factor.T + cov_diag 2025-07-24T04:20:35.7987990Z 2025-07-24T04:20:35.7988040Z Example: 2025-07-24T04:20:35.7988120Z >>> # xdoctest: +REQUIRES(env:TORCH_DOCTEST_LAPACK) 2025-07-24T04:20:35.7988210Z >>> # xdoctest: +IGNORE_WANT("non-deterministic") 2025-07-24T04:20:35.7988280Z >>> m = LowRankMultivariateNormal( 2025-07-24T04:20:35.7988400Z ... torch.zeros(2), torch.tensor([[1.0], [0.0]]), torch.ones(2) 2025-07-24T04:20:35.7988480Z ... ) 2025-07-24T04:20:35.7988660Z >>> m.sample() # normally distributed with mean=`[0,0]`, cov_factor=`[[1],[0]]`, cov_diag=`[1,1]` 2025-07-24T04:20:35.7988710Z tensor([-0.2102, -0.5429]) 2025-07-24T04:20:35.7988750Z 2025-07-24T04:20:35.7988790Z Args: 2025-07-24T04:20:35.7988940Z loc (Tensor): mean of the distribution with shape `batch_shape + event_shape` 2025-07-24T04:20:35.7989090Z cov_factor (Tensor): factor part of low-rank form of covariance matrix with shape 2025-07-24T04:20:35.7989190Z `batch_shape + event_shape + (rank,)` 2025-07-24T04:20:35.7989340Z cov_diag (Tensor): diagonal part of low-rank form of covariance matrix with shape 2025-07-24T04:20:35.7989420Z `batch_shape + event_shape` 2025-07-24T04:20:35.7989460Z 2025-07-24T04:20:35.7989510Z Note: 2025-07-24T04:20:35.7989700Z The computation for determinant and inverse of covariance matrix is avoided when 2025-07-24T04:20:35.7989850Z `cov_factor.shape[1] << cov_factor.shape[0]` thanks to `Woodbury matrix identity 2025-07-24T04:20:35.7989990Z `_ and 2025-07-24T04:20:35.7990170Z `matrix determinant lemma `_. 2025-07-24T04:20:35.7990310Z Thanks to these formulas, we just need to compute the determinant and inverse of 2025-07-24T04:20:35.7990390Z the small size "capacitance" matrix:: 2025-07-24T04:20:35.7990430Z 2025-07-24T04:20:35.7990550Z capacitance = I + cov_factor.T @ inv(cov_diag) @ cov_factor 2025-07-24T04:20:35.7990590Z 2025-07-24T04:20:35.7990740Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7990780Z 2025-07-24T04:20:35.7990840Z warnings.warn(msg) 2025-07-24T04:20:35.7990880Z 2025-07-24T04:20:35.7990980Z --- Parse Warning: 136 / 136 --- 2025-07-24T04:20:35.7991690Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/xdoctest/core.py:423: UserWarning: Cannot scrape callname=MixtureSameFamily in modpath=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/distributions/mixture_same_family.py line=15. 2025-07-24T04:20:35.7991850Z Caused by: DoctestParseError('Failed to parse doctest in _label_docsrc_lines') 2025-07-24T04:20:35.7991890Z 2025-07-24T04:20:35.7992030Z The `MixtureSameFamily` distribution implements a (batch of) mixture 2025-07-24T04:20:35.7992180Z distribution where all component are from different parameterizations of 2025-07-24T04:20:35.7992310Z the same distribution type. It is parameterized by a `Categorical` 2025-07-24T04:20:35.7992440Z "selecting distribution" (over `k` component) and a component 2025-07-24T04:20:35.7992560Z distribution, i.e., a `Distribution` with a rightmost batch shape 2025-07-24T04:20:35.7992670Z (equal to `[k]`) which indexes each (batch of) component. 2025-07-24T04:20:35.7992710Z 2025-07-24T04:20:35.7992760Z Examples:: 2025-07-24T04:20:35.7992800Z 2025-07-24T04:20:35.7992870Z >>> # xdoctest: +SKIP("undefined vars") 2025-07-24T04:20:35.7993000Z >>> # Construct Gaussian Mixture Model in 1D consisting of 5 equally 2025-07-24T04:20:35.7993060Z >>> # weighted normal distributions 2025-07-24T04:20:35.7993140Z >>> mix = D.Categorical(torch.ones(5,)) 2025-07-24T04:20:35.7993230Z >>> comp = D.Normal(torch.randn(5,), torch.rand(5,)) 2025-07-24T04:20:35.7993310Z >>> gmm = MixtureSameFamily(mix, comp) 2025-07-24T04:20:35.7993350Z 2025-07-24T04:20:35.7993470Z >>> # Construct Gaussian Mixture Model in 2D consisting of 5 equally 2025-07-24T04:20:35.7993550Z >>> # weighted bivariate normal distributions 2025-07-24T04:20:35.7993620Z >>> mix = D.Categorical(torch.ones(5,)) 2025-07-24T04:20:35.7993690Z >>> comp = D.Independent(D.Normal( 2025-07-24T04:20:35.7993770Z ... torch.randn(5,2), torch.rand(5,2)), 1) 2025-07-24T04:20:35.7993870Z >>> gmm = MixtureSameFamily(mix, comp) 2025-07-24T04:20:35.7993910Z 2025-07-24T04:20:35.7994020Z >>> # Construct a batch of 3 Gaussian Mixture Models in 2D each 2025-07-24T04:20:35.7994150Z >>> # consisting of 5 random weighted bivariate normal distributions 2025-07-24T04:20:35.7994220Z >>> mix = D.Categorical(torch.rand(3,5)) 2025-07-24T04:20:35.7994280Z >>> comp = D.Independent(D.Normal( 2025-07-24T04:20:35.7994390Z ... torch.randn(3,5,2), torch.rand(3,5,2)), 1) 2025-07-24T04:20:35.7994460Z >>> gmm = MixtureSameFamily(mix, comp) 2025-07-24T04:20:35.7994500Z 2025-07-24T04:20:35.7994570Z Args: 2025-07-24T04:20:35.7994700Z mixture_distribution: `torch.distributions.Categorical`-like 2025-07-24T04:20:35.7994840Z instance. Manages the probability of selecting component. 2025-07-24T04:20:35.7994950Z The number of categories must match the rightmost batch 2025-07-24T04:20:35.7995070Z dimension of the `component_distribution`. Must have either 2025-07-24T04:20:35.7995160Z scalar `batch_shape` or `batch_shape` matching 2025-07-24T04:20:35.7995240Z `component_distribution.batch_shape[:-1]` 2025-07-24T04:20:35.7995380Z component_distribution: `torch.distributions.Distribution`-like 2025-07-24T04:20:35.7995490Z instance. Right-most batch dimension indexes component. 2025-07-24T04:20:35.7995530Z 2025-07-24T04:20:35.7995680Z Original Error: TokenError('unexpected EOF in multi-line statement', (1, 0)) 2025-07-24T04:20:35.7995730Z 2025-07-24T04:20:35.7995780Z warnings.warn(msg) 2025-07-24T04:20:35.7995820Z 2025-07-24T04:20:35.7995880Z  2025-07-24T04:20:35.7995980Z === Found 9 run-time warnings === 2025-07-24T04:20:35.7996080Z --- Runtime Warning: 1 / 9 --- 2025-07-24T04:20:35.7996260Z example = 2025-07-24T04:20:35.7996700Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/library.py:296: UserWarning: Warning only once for all operators, other operators may also be overridden. 2025-07-24T04:20:35.7996890Z Overriding a previously registered kernel for the same operator and the same dispatch key 2025-07-24T04:20:35.7997020Z operator: aten::div.Tensor(Tensor self, Tensor other) -> Tensor 2025-07-24T04:20:35.7997240Z registered at /Users/ec2-user/runner/_work/pytorch/pytorch/build/aten/src/ATen/RegisterSchema.cpp:6 2025-07-24T04:20:35.7997300Z dispatch key: CPU 2025-07-24T04:20:35.7997590Z previous kernel: registered at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/LegacyBatchingRegistrations.cpp:1079 2025-07-24T04:20:35.7997950Z new kernel: registered at /dev/null:811 (Triggered internally at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/core/dispatch/OperatorEntry.cpp:225.) 2025-07-24T04:20:35.7998050Z impl_fn(self.ns, name.split("::")[-1], dispatch_key) 2025-07-24T04:20:35.7998100Z 2025-07-24T04:20:35.7998200Z --- Runtime Warning: 2 / 9 --- 2025-07-24T04:20:35.7998350Z example = 2025-07-24T04:20:35.7999220Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/_tensor.py:1351: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /Users/ec2-user/runner/_work/pytorch/pytorch/c10/core/TensorImpl.h:1978.) 2025-07-24T04:20:35.7999300Z return super().refine_names(names) 2025-07-24T04:20:35.7999340Z 2025-07-24T04:20:35.7999440Z --- Runtime Warning: 3 / 9 --- 2025-07-24T04:20:35.7999590Z example = 2025-07-24T04:20:35.8000690Z :1: UserWarning: Sparse CSR tensor support is in beta state. If you miss a functionality in the sparse tensor support, please submit a feature request to https://github.com/pytorch/pytorch/issues. (Triggered internally at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/SparseCsrTensorImpl.cpp:55.) 2025-07-24T04:20:35.8000760Z 2025-07-24T04:20:35.8000860Z --- Runtime Warning: 4 / 9 --- 2025-07-24T04:20:35.8001000Z example = 2025-07-24T04:20:35.8002190Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nested/__init__.py:117: UserWarning: The PyTorch API of nested tensors is in prototype stage and will change in the near future. We recommend specifying layout=torch.jagged when constructing a nested tensor, as this layout receives active development, has better operator coverage, and works with torch.compile. (Triggered internally at /Users/ec2-user/runner/_work/pytorch/pytorch/aten/src/ATen/NestedTensorImpl.cpp:182.) 2025-07-24T04:20:35.8002350Z return torch._nested_tensor_from_tensor_list(ts, dtype, None, device, None) 2025-07-24T04:20:35.8002390Z 2025-07-24T04:20:35.8002490Z --- Runtime Warning: 5 / 9 --- 2025-07-24T04:20:35.8002670Z example = 2025-07-24T04:20:35.8003590Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/fx/experimental/const_fold.py:271: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer 2025-07-24T04:20:35.8003700Z new_node = root_const_gm.graph.get_attr(in_node.target) 2025-07-24T04:20:35.8003740Z 2025-07-24T04:20:35.8003840Z --- Runtime Warning: 6 / 9 --- 2025-07-24T04:20:35.8004000Z example = 2025-07-24T04:20:35.8004540Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/weight_norm.py:144: FutureWarning: `torch.nn.utils.weight_norm` is deprecated in favor of `torch.nn.utils.parametrizations.weight_norm`. 2025-07-24T04:20:35.8004610Z WeightNorm.apply(module, name, dim) 2025-07-24T04:20:35.8004660Z 2025-07-24T04:20:35.8004750Z --- Runtime Warning: 7 / 9 --- 2025-07-24T04:20:35.8004930Z example = 2025-07-24T04:20:35.8005460Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/utils/weight_norm.py:144: FutureWarning: `torch.nn.utils.weight_norm` is deprecated in favor of `torch.nn.utils.parametrizations.weight_norm`. 2025-07-24T04:20:35.8005530Z WeightNorm.apply(module, name, dim) 2025-07-24T04:20:35.8005580Z 2025-07-24T04:20:35.8005680Z --- Runtime Warning: 8 / 9 --- 2025-07-24T04:20:35.8005840Z example = 2025-07-24T04:20:35.8006530Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py:392: UserWarning: enable_nested_tensor is True, but self.use_nested_tensor is False because encoder_layer.self_attn.batch_first was not True(use batch_first for better inference performance) 2025-07-24T04:20:35.8006580Z warnings.warn( 2025-07-24T04:20:35.8006630Z 2025-07-24T04:20:35.8006720Z --- Runtime Warning: 9 / 9 --- 2025-07-24T04:20:35.8006910Z example = 2025-07-24T04:20:35.8007620Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/nn/modules/transformer.py:392: UserWarning: enable_nested_tensor is True, but self.use_nested_tensor is False because encoder_layer.self_attn.batch_first was not True(use batch_first for better inference performance) 2025-07-24T04:20:35.8007670Z warnings.warn( 2025-07-24T04:20:35.8007710Z 2025-07-24T04:20:35.8007910Z === 342 passed, 378 skipped, 145 warnings in 9.17 seconds === 2025-07-24T04:20:37.0818130Z running install 2025-07-24T04:20:37.0819290Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2025-07-24T04:20:37.0819860Z !! 2025-07-24T04:20:37.0819930Z 2025-07-24T04:20:37.0820080Z ******************************************************************************** 2025-07-24T04:20:37.0820340Z Please avoid running ``setup.py`` directly. 2025-07-24T04:20:37.0820590Z Instead, use pypa/build, pypa/installer or other 2025-07-24T04:20:37.0820810Z standards-based tools. 2025-07-24T04:20:37.0820940Z 2025-07-24T04:20:37.0821130Z See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2025-07-24T04:20:37.0821450Z ******************************************************************************** 2025-07-24T04:20:37.0821620Z 2025-07-24T04:20:37.0821660Z !! 2025-07-24T04:20:37.0821780Z self.initialize_options() 2025-07-24T04:20:37.0885060Z running build 2025-07-24T04:20:37.0885230Z running build_py 2025-07-24T04:20:37.0914760Z creating build 2025-07-24T04:20:37.0915300Z creating build/lib.macosx-14.0-arm64-cpython-312 2025-07-24T04:20:37.0915900Z creating build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension 2025-07-24T04:20:37.0916730Z copying torch_test_cpp_extension/__init__.py -> build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension 2025-07-24T04:20:37.0919690Z running build_ext 2025-07-24T04:20:37.0927470Z building 'torch_test_cpp_extension.cpp' extension 2025-07-24T04:20:37.0927800Z creating build/temp.macosx-14.0-arm64-cpython-312 2025-07-24T04:20:37.0930980Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c extension.cpp -o build/temp.macosx-14.0-arm64-cpython-312/extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=cpp -std=c++17 2025-07-24T04:20:43.7396940Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/cpp.cpython-312-darwin.so 2025-07-24T04:20:43.7883780Z building 'torch_test_cpp_extension.maia' extension 2025-07-24T04:20:43.7886800Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c maia_extension.cpp -o build/temp.macosx-14.0-arm64-cpython-312/maia_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=maia -std=c++17 2025-07-24T04:20:50.2209450Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/maia_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/maia.cpython-312-darwin.so 2025-07-24T04:20:50.2637450Z building 'torch_test_cpp_extension.rng' extension 2025-07-24T04:20:50.2640810Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c rng_extension.cpp -o build/temp.macosx-14.0-arm64-cpython-312/rng_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=rng -std=c++17 2025-07-24T04:20:57.3403350Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/rng_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/rng.cpython-312-darwin.so 2025-07-24T04:20:57.3832740Z building 'torch_test_cpp_extension.mps' extension 2025-07-24T04:20:57.3835780Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c mps_extension.mm -o build/temp.macosx-14.0-arm64-cpython-312/mps_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=mps -std=c++17 2025-07-24T04:21:01.0086560Z In file included from mps_extension.mm:2: 2025-07-24T04:21:01.0087120Z In file included from /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/native/mps/OperationUtils.h:10: 2025-07-24T04:21:01.0088160Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/mps/MPSStream.h:120:3: warning: 'MPSGraphCompilationDescriptor' is only available on macOS 12.0 or newer [-Wunguarded-availability-new] 2025-07-24T04:21:01.0088990Z MPSGraphCompilationDescriptor* _compilationDescriptor = nil; 2025-07-24T04:21:01.0089260Z ^ 2025-07-24T04:21:01.0090070Z /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraph.h:94:12: note: 'MPSGraphCompilationDescriptor' has been marked as being introduced in macOS 12.0 here, but the deployment target is macOS 11.1.0 2025-07-24T04:21:01.0091230Z @interface MPSGraphCompilationDescriptor : MPSGraphObject 2025-07-24T04:21:01.0091510Z ^ 2025-07-24T04:21:01.0092070Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/mps/MPSStream.h:54:17: note: annotate 'MPSStream' with an availability attribute to silence this warning 2025-07-24T04:21:01.0092670Z class TORCH_API MPSStream { 2025-07-24T04:21:01.0092890Z ^ 2025-07-24T04:21:01.0093040Z API_AVAILABLE(macos(12.0)) 2025-07-24T04:21:03.7784450Z 1 warning generated. 2025-07-24T04:21:03.7886690Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/mps_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/mps.cpython-312-darwin.so 2025-07-24T04:21:03.8307210Z running install_lib 2025-07-24T04:21:03.8346010Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/cpp.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:21:03.8350530Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/mps.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:21:03.8353940Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/rng.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:21:03.8357570Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/maia.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:21:03.8363210Z running install_egg_info 2025-07-24T04:21:03.8443230Z running egg_info 2025-07-24T04:21:03.8469200Z writing torch_test_cpp_extension.egg-info/PKG-INFO 2025-07-24T04:21:03.8473810Z writing dependency_links to torch_test_cpp_extension.egg-info/dependency_links.txt 2025-07-24T04:21:03.8474980Z writing entry points to torch_test_cpp_extension.egg-info/entry_points.txt 2025-07-24T04:21:03.8476400Z writing top-level names to torch_test_cpp_extension.egg-info/top_level.txt 2025-07-24T04:21:03.8510110Z reading manifest file 'torch_test_cpp_extension.egg-info/SOURCES.txt' 2025-07-24T04:21:03.8513870Z writing manifest file 'torch_test_cpp_extension.egg-info/SOURCES.txt' 2025-07-24T04:21:03.8514830Z removing './install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension-0.0.0-py3.12.egg-info' (and everything under it) 2025-07-24T04:21:03.8519140Z Copying torch_test_cpp_extension.egg-info to ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension-0.0.0-py3.12.egg-info 2025-07-24T04:21:03.8530830Z running install_scripts 2025-07-24T04:21:05.5298220Z 2025-07-24T04:21:05.5298450Z Running tests... 2025-07-24T04:21:05.5298690Z ---------------------------------------------------------------------- 2025-07-24T04:21:05.6226890Z . 2025-07-24T04:21:05.6227120Z ---------------------------------------------------------------------- 2025-07-24T04:21:05.6227370Z Ran 1 test in 0.093s 2025-07-24T04:21:05.6227470Z 2025-07-24T04:21:05.6227520Z OK 2025-07-24T04:21:05.6227580Z 2025-07-24T04:21:05.6227650Z Generating XML reports... 2025-07-24T04:21:05.9490110Z Running test_autoload_enable 1/1 ... [2025-07-24 04:21:05.948891] 2025-07-24T04:21:07.3225680Z running install 2025-07-24T04:21:07.3226590Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated. 2025-07-24T04:21:07.3227410Z !! 2025-07-24T04:21:07.3227480Z 2025-07-24T04:21:07.3227590Z ******************************************************************************** 2025-07-24T04:21:07.3227840Z Please avoid running ``setup.py`` directly. 2025-07-24T04:21:07.3228100Z Instead, use pypa/build, pypa/installer or other 2025-07-24T04:21:07.3228330Z standards-based tools. 2025-07-24T04:21:07.3228460Z 2025-07-24T04:21:07.3228860Z See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details. 2025-07-24T04:21:07.3229200Z ******************************************************************************** 2025-07-24T04:21:07.3229360Z 2025-07-24T04:21:07.3229460Z !! 2025-07-24T04:21:07.3229590Z self.initialize_options() 2025-07-24T04:21:07.3294100Z running build 2025-07-24T04:21:07.3294370Z running build_py 2025-07-24T04:21:07.3324460Z creating build 2025-07-24T04:21:07.3324920Z creating build/lib.macosx-14.0-arm64-cpython-312 2025-07-24T04:21:07.3325530Z creating build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension 2025-07-24T04:21:07.3326250Z copying torch_test_cpp_extension/__init__.py -> build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension 2025-07-24T04:21:07.3329370Z running build_ext 2025-07-24T04:21:07.3337440Z building 'torch_test_cpp_extension.cpp' extension 2025-07-24T04:21:07.3337760Z creating build/temp.macosx-14.0-arm64-cpython-312 2025-07-24T04:21:07.3341050Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c extension.cpp -o build/temp.macosx-14.0-arm64-cpython-312/extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=cpp -std=c++17 2025-07-24T04:21:13.9519300Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/cpp.cpython-312-darwin.so 2025-07-24T04:21:13.9950930Z building 'torch_test_cpp_extension.maia' extension 2025-07-24T04:21:13.9954440Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c maia_extension.cpp -o build/temp.macosx-14.0-arm64-cpython-312/maia_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=maia -std=c++17 2025-07-24T04:21:20.4317450Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/maia_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/maia.cpython-312-darwin.so 2025-07-24T04:21:20.4747370Z building 'torch_test_cpp_extension.rng' extension 2025-07-24T04:21:20.4750550Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c rng_extension.cpp -o build/temp.macosx-14.0-arm64-cpython-312/rng_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=rng -std=c++17 2025-07-24T04:21:27.5399020Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/rng_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/rng.cpython-312-darwin.so 2025-07-24T04:21:27.5831570Z building 'torch_test_cpp_extension.mps' extension 2025-07-24T04:21:27.5834390Z clang -fno-strict-overflow -Wsign-compare -Wunreachable-code -fno-common -dynamic -DNDEBUG -g -O3 -Wall -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -Iself_compiler_include_dirs_test -I/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/include -I/opt/homebrew/opt/python@3.12/Frameworks/Python.framework/Versions/3.12/include/python3.12 -c mps_extension.mm -o build/temp.macosx-14.0-arm64-cpython-312/mps_extension.o -g -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_clang\" -DPYBIND11_STDLIB=\"_libcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1002\" -DTORCH_EXTENSION_NAME=mps -std=c++17 2025-07-24T04:21:31.2008190Z In file included from mps_extension.mm:2: 2025-07-24T04:21:31.2008760Z In file included from /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/native/mps/OperationUtils.h:10: 2025-07-24T04:21:31.2009820Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/mps/MPSStream.h:120:3: warning: 'MPSGraphCompilationDescriptor' is only available on macOS 12.0 or newer [-Wunguarded-availability-new] 2025-07-24T04:21:31.2010660Z MPSGraphCompilationDescriptor* _compilationDescriptor = nil; 2025-07-24T04:21:31.2010920Z ^ 2025-07-24T04:21:31.2011690Z /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks/MetalPerformanceShadersGraph.framework/Headers/MPSGraph.h:94:12: note: 'MPSGraphCompilationDescriptor' has been marked as being introduced in macOS 12.0 here, but the deployment target is macOS 11.1.0 2025-07-24T04:21:31.2012600Z @interface MPSGraphCompilationDescriptor : MPSGraphObject 2025-07-24T04:21:31.2012870Z ^ 2025-07-24T04:21:31.2013420Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/ATen/mps/MPSStream.h:54:17: note: annotate 'MPSStream' with an availability attribute to silence this warning 2025-07-24T04:21:31.2014010Z class TORCH_API MPSStream { 2025-07-24T04:21:31.2014180Z ^ 2025-07-24T04:21:31.2014320Z API_AVAILABLE(macos(12.0)) 2025-07-24T04:21:33.9776100Z 1 warning generated. 2025-07-24T04:21:33.9878140Z clang++ -bundle -undefined dynamic_lookup -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk build/temp.macosx-14.0-arm64-cpython-312/mps_extension.o -L/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib -lc10 -ltorch -ltorch_cpu -ltorch_python -o build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/mps.cpython-312-darwin.so 2025-07-24T04:21:34.0303960Z running install_lib 2025-07-24T04:21:34.0342770Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/cpp.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:21:34.0347580Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/mps.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:21:34.0350750Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/rng.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:21:34.0354200Z copying build/lib.macosx-14.0-arm64-cpython-312/torch_test_cpp_extension/maia.cpython-312-darwin.so -> ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension 2025-07-24T04:21:34.0359870Z running install_egg_info 2025-07-24T04:21:34.0432510Z running egg_info 2025-07-24T04:21:34.0457920Z writing torch_test_cpp_extension.egg-info/PKG-INFO 2025-07-24T04:21:34.0462570Z writing dependency_links to torch_test_cpp_extension.egg-info/dependency_links.txt 2025-07-24T04:21:34.0463640Z writing entry points to torch_test_cpp_extension.egg-info/entry_points.txt 2025-07-24T04:21:34.0465470Z writing top-level names to torch_test_cpp_extension.egg-info/top_level.txt 2025-07-24T04:21:34.0499480Z reading manifest file 'torch_test_cpp_extension.egg-info/SOURCES.txt' 2025-07-24T04:21:34.0503500Z writing manifest file 'torch_test_cpp_extension.egg-info/SOURCES.txt' 2025-07-24T04:21:34.0504570Z removing './install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension-0.0.0-py3.12.egg-info' (and everything under it) 2025-07-24T04:21:34.0508880Z Copying torch_test_cpp_extension.egg-info to ./install/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch_test_cpp_extension-0.0.0-py3.12.egg-info 2025-07-24T04:21:34.0520530Z running install_scripts 2025-07-24T04:21:35.7273010Z 2025-07-24T04:21:35.7273300Z Running tests... 2025-07-24T04:21:35.7273550Z ---------------------------------------------------------------------- 2025-07-24T04:21:35.8192120Z . 2025-07-24T04:21:35.8192380Z ---------------------------------------------------------------------- 2025-07-24T04:21:35.8192640Z Ran 1 test in 0.092s 2025-07-24T04:21:35.8192750Z 2025-07-24T04:21:35.8192790Z OK 2025-07-24T04:21:35.8192860Z 2025-07-24T04:21:35.8192930Z Generating XML reports... 2025-07-24T04:21:36.1417330Z Running inductor/test_aot_inductor_utils 1/1 ... [2025-07-24 04:21:36.141600] 2025-07-24T04:21:36.1417690Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:21:36.1421200Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_aot_inductor_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:21:36.142005] 2025-07-24T04:21:36.1422190Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-07-24T04:21:36.1422510Z Uploading artifacts took 0.00 seconds 2025-07-24T04:21:38.3913990Z 2025-07-24T04:21:38.3914620Z inductor/test_aot_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_utils_1.1_ed2757552bcb7ac0_.log 2025-07-24T04:21:38.3915680Z Running 0 items in this shard: 2025-07-24T04:21:38.3915930Z 2025-07-24T04:21:38.3919280Z Running inductor/test_torchinductor_opinfo 3/14 ... [2025-07-24 04:21:38.391855] 2025-07-24T04:21:38.3919750Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:21:38.3922050Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=3', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:21:38.392123] 2025-07-24T04:21:41.6298610Z 2025-07-24T04:21:41.6299320Z inductor/test_torchinductor_opinfo 3/14 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_3.14_5ddd71d29faf03f1_.log 2025-07-24T04:21:41.6300210Z Running 0 items in this shard: 2025-07-24T04:21:41.6300370Z 2025-07-24T04:21:41.6302610Z Running inductor/test_torchinductor_opinfo 10/14 ... [2025-07-24 04:21:41.630194] 2025-07-24T04:21:41.6303090Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:21:41.6305840Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=10', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:21:41.630475] 2025-07-24T04:21:44.8281910Z 2025-07-24T04:21:44.8282590Z inductor/test_torchinductor_opinfo 10/14 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_10.14_ea47c4d24c3b692c_.log 2025-07-24T04:21:44.8283230Z Running 0 items in this shard: 2025-07-24T04:21:44.8283350Z 2025-07-24T04:21:44.8285570Z Running inductor/test_torchinductor_opinfo 11/14 ... [2025-07-24 04:21:44.828490] 2025-07-24T04:21:44.8285900Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:21:44.8288340Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=11', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:21:44.828747] 2025-07-24T04:21:48.0419300Z 2025-07-24T04:21:48.0419970Z inductor/test_torchinductor_opinfo 11/14 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_11.14_3588576fe0951787_.log 2025-07-24T04:21:48.0420610Z Running 0 items in this shard: 2025-07-24T04:21:48.0420760Z 2025-07-24T04:21:48.0422960Z Running inductor/test_torchinductor_opinfo 12/14 ... [2025-07-24 04:21:48.042230] 2025-07-24T04:21:48.0423280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:21:48.0425820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'serial', '--shard-id=12', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:21:48.042486] 2025-07-24T04:21:51.2375170Z 2025-07-24T04:21:51.2375860Z inductor/test_torchinductor_opinfo 12/14 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_12.14_006f37f4934deb20_.log 2025-07-24T04:21:51.2376450Z Running 0 items in this shard: 2025-07-24T04:21:51.2376580Z 2025-07-24T04:21:51.2378970Z Running inductor/test_cudagraph_trees 1/1 ... [2025-07-24 04:21:51.237819] 2025-07-24T04:21:51.2379290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:21:51.2382070Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:21:51.238088] 2025-07-24T04:21:53.4939640Z 2025-07-24T04:21:53.4940240Z inductor/test_cudagraph_trees 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_1.1_0fc3e5b26b20961c_.log 2025-07-24T04:21:53.4940930Z 2025-07-24T04:21:53.4943290Z Running inductor/test_smoke 1/1 ... [2025-07-24 04:21:53.494256] 2025-07-24T04:21:53.4943570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:21:53.4945920Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:21:53.494511] 2025-07-24T04:21:55.6674660Z 2025-07-24T04:21:55.6675430Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_e07637a3a8568755_.log 2025-07-24T04:21:55.6675860Z 2025-07-24T04:21:55.6678880Z Running inductor/test_select_algorithm 1/1 ... [2025-07-24 04:21:55.667797] 2025-07-24T04:21:55.6679200Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:21:55.6681400Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_select_algorithm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:21:55.668059] 2025-07-24T04:21:57.8631260Z 2025-07-24T04:21:57.8631890Z inductor/test_select_algorithm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_select_algorithm_1.1_c75a8bc2b44c761b_.log 2025-07-24T04:21:57.8632380Z 2025-07-24T04:21:57.8634900Z Running inductor/test_extension_backend 1/1 ... [2025-07-24 04:21:57.863417] 2025-07-24T04:21:57.8635210Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:21:57.8637650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_extension_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:21:57.863665] 2025-07-24T04:22:00.1240010Z 2025-07-24T04:22:00.1240670Z inductor/test_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_extension_backend_1.1_a44ae29cc656e9b3_.log 2025-07-24T04:22:00.1241160Z 2025-07-24T04:22:00.1243680Z Running inductor/test_mkldnn_pattern_matcher 1/1 ... [2025-07-24 04:22:00.124292] 2025-07-24T04:22:00.1244000Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:00.1246290Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:00.124546] 2025-07-24T04:22:02.3520100Z 2025-07-24T04:22:02.3520780Z inductor/test_mkldnn_pattern_matcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_1.1_58b5a254300cabac_.log 2025-07-24T04:22:02.3521300Z 2025-07-24T04:22:02.3523660Z Running inductor/test_perf 1/1 ... [2025-07-24 04:22:02.352293] 2025-07-24T04:22:02.3523950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:02.3526630Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_perf.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:02.352543] 2025-07-24T04:22:04.5633060Z 2025-07-24T04:22:04.5633650Z inductor/test_perf 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_perf_1.1_387543e9589d294b_.log 2025-07-24T04:22:04.5634090Z 2025-07-24T04:22:04.5636810Z Running inductor/test_cpu_cpp_wrapper 1/1 ... [2025-07-24 04:22:04.563605] 2025-07-24T04:22:04.5637120Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:04.5639600Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cpu_cpp_wrapper.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:04.563868] 2025-07-24T04:22:07.1542890Z 2025-07-24T04:22:07.1543660Z inductor/test_cpu_cpp_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_cpp_wrapper_1.1_acf5d7b021cc8814_.log 2025-07-24T04:22:07.1544180Z 2025-07-24T04:22:07.1546700Z Running inductor/test_cpu_select_algorithm 1/1 ... [2025-07-24 04:22:07.154593] 2025-07-24T04:22:07.1547280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:07.1549960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cpu_select_algorithm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:07.154869] 2025-07-24T04:22:09.5296420Z 2025-07-24T04:22:09.5297000Z inductor/test_cpu_select_algorithm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_select_algorithm_1.1_3b3170457e45ddac_.log 2025-07-24T04:22:09.5297510Z 2025-07-24T04:22:09.5299940Z Running inductor/test_triton_extension_backend 1/1 ... [2025-07-24 04:22:09.529918] 2025-07-24T04:22:09.5300260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:09.5302770Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_triton_extension_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:09.530183] 2025-07-24T04:22:11.8023420Z 2025-07-24T04:22:11.8024100Z inductor/test_triton_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_extension_backend_1.1_9ad1f65ba4f7eb31_.log 2025-07-24T04:22:11.8024640Z 2025-07-24T04:22:11.8027030Z Running inductor/test_analysis 1/1 ... [2025-07-24 04:22:11.802629] 2025-07-24T04:22:11.8027330Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:11.8029790Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_analysis.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:11.802885] 2025-07-24T04:22:14.0578940Z 2025-07-24T04:22:14.0579470Z inductor/test_analysis 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_analysis_1.1_44c6f587fa1797ae_.log 2025-07-24T04:22:14.0580010Z Running 0 items in this shard: 2025-07-24T04:22:14.0580140Z 2025-07-24T04:22:14.0582730Z Running inductor/test_flex_decoding 1/1 ... [2025-07-24 04:22:14.058222] 2025-07-24T04:22:14.0583040Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:14.0585840Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_flex_decoding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:14.058490] 2025-07-24T04:22:15.9503180Z 2025-07-24T04:22:15.9503860Z inductor/test_flex_decoding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_1.1_db7b29364a209b0d_.log 2025-07-24T04:22:15.9504480Z Running 0 items in this shard: 2025-07-24T04:22:15.9504810Z 2025-07-24T04:22:15.9507230Z Running inductor/test_compile_worker 1/1 ... [2025-07-24 04:22:15.950656] 2025-07-24T04:22:15.9507580Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:15.9510460Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_compile_worker.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:15.950939] 2025-07-24T04:22:18.2113500Z 2025-07-24T04:22:18.2114340Z inductor/test_compile_worker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_worker_1.1_14baaee2904acfba_.log 2025-07-24T04:22:18.2114930Z Running 0 items in this shard: 2025-07-24T04:22:18.2115090Z 2025-07-24T04:22:18.2117770Z Running inductor/test_inductor_utils 1/1 ... [2025-07-24 04:22:18.211702] 2025-07-24T04:22:18.2118110Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:18.2120710Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_inductor_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:18.211970] 2025-07-24T04:22:19.8624170Z 2025-07-24T04:22:19.8624760Z inductor/test_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_utils_1.1_aa02c7fcf481e494_.log 2025-07-24T04:22:19.8625240Z 2025-07-24T04:22:19.8627730Z Running dynamo/test_utils 1/1 ... [2025-07-24 04:22:19.862697] 2025-07-24T04:22:19.8628010Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:19.8630500Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:19.862963] 2025-07-24T04:22:21.5889640Z 2025-07-24T04:22:21.5890160Z dynamo/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_utils_1.1_5a714149e6a8b007_.log 2025-07-24T04:22:21.5890790Z Running 0 items in this shard: 2025-07-24T04:22:21.5890920Z 2025-07-24T04:22:21.5893220Z Running dynamo/test_optimizers 1/1 ... [2025-07-24 04:22:21.589265] 2025-07-24T04:22:21.5893530Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:21.5896130Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:21.589532] 2025-07-24T04:22:23.3948690Z 2025-07-24T04:22:23.3949300Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_2e139360e0ba4225_.log 2025-07-24T04:22:23.3949820Z Running 0 items in this shard: 2025-07-24T04:22:23.3949950Z 2025-07-24T04:22:23.3952710Z Running export/test_export_strict 1/1 ... [2025-07-24 04:22:23.395215] 2025-07-24T04:22:23.3953000Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:23.3955650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_export_strict.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:23.395472] 2025-07-24T04:22:25.7543820Z 2025-07-24T04:22:25.7544360Z export/test_export_strict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_strict_1.1_9d97d636a43eabe6_.log 2025-07-24T04:22:25.7544900Z Running 0 items in this shard: 2025-07-24T04:22:25.7545240Z 2025-07-24T04:22:25.7547680Z Running inductor/test_compile_subprocess 1/1 ... [2025-07-24 04:22:25.754694] 2025-07-24T04:22:25.7547980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:25.7550400Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_compile_subprocess.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:25.754952] 2025-07-24T04:22:28.3459520Z 2025-07-24T04:22:28.3460430Z inductor/test_compile_subprocess 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_subprocess_1.1_530e88c7b97f7dca_.log 2025-07-24T04:22:28.3461410Z Running 1 items in this shard: test/inductor/test_compile_subprocess.py::CpuTests::test_large_block_sizes_cpu 2025-07-24T04:22:28.3461940Z 2025-07-24T04:22:28.3464280Z Running inductor/test_b2b_gemm 1/1 ... [2025-07-24 04:22:28.346359] 2025-07-24T04:22:28.3464660Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:28.3467960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_b2b_gemm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:28.346683] 2025-07-24T04:22:30.5468630Z 2025-07-24T04:22:30.5469220Z inductor/test_b2b_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_b2b_gemm_1.1_67941e2bc70c455d_.log 2025-07-24T04:22:30.5469670Z 2025-07-24T04:22:30.5472630Z Running inductor/test_subgraph_choice 1/1 ... [2025-07-24 04:22:30.547184] 2025-07-24T04:22:30.5472930Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:30.5475710Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_subgraph_choice.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:30.547459] 2025-07-24T04:22:32.7441700Z 2025-07-24T04:22:32.7442340Z inductor/test_subgraph_choice 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_subgraph_choice_1.1_b9717c988384bb96_.log 2025-07-24T04:22:32.7442830Z 2025-07-24T04:22:32.7445740Z Running inductor/test_inplace_padding 1/1 ... [2025-07-24 04:22:32.744493] 2025-07-24T04:22:32.7446050Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:32.7448570Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_inplace_padding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:32.744761] 2025-07-24T04:22:34.9955110Z 2025-07-24T04:22:34.9955710Z inductor/test_inplace_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inplace_padding_1.1_a32b33bc2005d295_.log 2025-07-24T04:22:34.9956200Z 2025-07-24T04:22:34.9958880Z Running inductor/test_memory_planning 1/1 ... [2025-07-24 04:22:34.995834] 2025-07-24T04:22:34.9959190Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:34.9962060Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_memory_planning.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:34.996091] 2025-07-24T04:22:37.1944630Z 2025-07-24T04:22:37.1945240Z inductor/test_memory_planning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_planning_1.1_c0db95981889422f_.log 2025-07-24T04:22:37.1945960Z 2025-07-24T04:22:37.1948580Z Running inductor/test_xpu_basic 1/1 ... [2025-07-24 04:22:37.194782] 2025-07-24T04:22:37.1948860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:37.1951290Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_xpu_basic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:37.195044] 2025-07-24T04:22:39.5020070Z 2025-07-24T04:22:39.5020690Z inductor/test_xpu_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_xpu_basic_1.1_a03f890d0aa51b83_.log 2025-07-24T04:22:39.5021350Z 2025-07-24T04:22:39.5024170Z Running inductor/test_online_softmax 1/1 ... [2025-07-24 04:22:39.502339] 2025-07-24T04:22:39.5024470Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:39.5027120Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_online_softmax.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:39.502599] 2025-07-24T04:22:41.6829800Z 2025-07-24T04:22:41.6830360Z inductor/test_online_softmax 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_online_softmax_1.1_789adb947b31015d_.log 2025-07-24T04:22:41.6830850Z 2025-07-24T04:22:41.6833820Z Running inductor/test_profiler 1/1 ... [2025-07-24 04:22:41.683306] 2025-07-24T04:22:41.6834110Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:41.6836560Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:41.683571] 2025-07-24T04:22:43.8718520Z 2025-07-24T04:22:43.8719090Z inductor/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_profiler_1.1_b84f18db9d4cd3cc_.log 2025-07-24T04:22:43.8719550Z 2025-07-24T04:22:43.8722210Z Running dynamo/test_comptime 1/1 ... [2025-07-24 04:22:43.872169] 2025-07-24T04:22:43.8722500Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:43.8725470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_comptime.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:43.872438] 2025-07-24T04:22:45.7032820Z 2025-07-24T04:22:45.7033480Z dynamo/test_comptime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_comptime_1.1_12c37a882614d64a_.log 2025-07-24T04:22:45.7034090Z Running 0 items in this shard: 2025-07-24T04:22:45.7034240Z 2025-07-24T04:22:45.7037160Z Running dynamo/test_install_free_tensors 1/1 ... [2025-07-24 04:22:45.703646] 2025-07-24T04:22:45.7037500Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:45.7040600Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_install_free_tensors.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:45.703954] 2025-07-24T04:22:47.5401940Z 2025-07-24T04:22:47.5402650Z dynamo/test_install_free_tensors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_install_free_tensors_1.1_f63ff193f05c38f6_.log 2025-07-24T04:22:47.5403260Z Running 0 items in this shard: 2025-07-24T04:22:47.5403410Z 2025-07-24T04:22:47.5406520Z Running inductor/test_ordered_set 1/1 ... [2025-07-24 04:22:47.540582] 2025-07-24T04:22:47.5407040Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:47.5409600Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_ordered_set.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:47.540861] 2025-07-24T04:22:49.3671100Z 2025-07-24T04:22:49.3672050Z inductor/test_ordered_set 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ordered_set_1.1_382d052a8373e7e6_.log 2025-07-24T04:22:49.3672760Z Running 0 items in this shard: 2025-07-24T04:22:49.3672940Z 2025-07-24T04:22:49.3676390Z Running dynamo/test_list 1/1 ... [2025-07-24 04:22:49.367540] 2025-07-24T04:22:49.3676780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:49.3680200Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_list.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:49.367885] 2025-07-24T04:22:51.1837570Z 2025-07-24T04:22:51.1838100Z dynamo/test_list 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_list_1.1_8641f121fefdeb2a_.log 2025-07-24T04:22:51.1838610Z Running 0 items in this shard: 2025-07-24T04:22:51.1838760Z 2025-07-24T04:22:51.1841690Z Running dynamo/test_unittest 1/1 ... [2025-07-24 04:22:51.184108] 2025-07-24T04:22:51.1841980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:51.1844770Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_unittest.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:51.184378] 2025-07-24T04:22:53.0206940Z 2025-07-24T04:22:53.0207570Z dynamo/test_unittest 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unittest_1.1_25b57cc76f80d47a_.log 2025-07-24T04:22:53.0208190Z Running 0 items in this shard: 2025-07-24T04:22:53.0208360Z 2025-07-24T04:22:53.0217130Z Running dynamo/test_model_output 1/1 ... [2025-07-24 04:22:53.021107] 2025-07-24T04:22:53.0217540Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:53.0218550Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_model_output.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:53.021434] 2025-07-24T04:22:54.9763510Z 2025-07-24T04:22:54.9764300Z dynamo/test_model_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_model_output_1.1_8202b4fa993fbd9b_.log 2025-07-24T04:22:54.9764910Z Running 0 items in this shard: 2025-07-24T04:22:54.9765060Z 2025-07-24T04:22:54.9768440Z Running inductor/test_cutlass_evt 1/1 ... [2025-07-24 04:22:54.976772] 2025-07-24T04:22:54.9768760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:54.9771790Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cutlass_evt.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:54.977072] 2025-07-24T04:22:57.2416160Z 2025-07-24T04:22:57.2416760Z inductor/test_cutlass_evt 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cutlass_evt_1.1_9e989725c28c279a_.log 2025-07-24T04:22:57.2417320Z Running 0 items in this shard: 2025-07-24T04:22:57.2417470Z 2025-07-24T04:22:57.2420280Z Running inductor/test_helion_kernels 1/1 ... [2025-07-24 04:22:57.241969] 2025-07-24T04:22:57.2420780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:57.2423500Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_helion_kernels.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:57.242249] 2025-07-24T04:22:59.5388830Z 2025-07-24T04:22:59.5389490Z inductor/test_helion_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_helion_kernels_1.1_af806fb73cbe411b_.log 2025-07-24T04:22:59.5390330Z Running 0 items in this shard: 2025-07-24T04:22:59.5390490Z 2025-07-24T04:22:59.5393340Z Running dynamo/test_pgo 1/1 ... [2025-07-24 04:22:59.539267] 2025-07-24T04:22:59.5393880Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:22:59.5396720Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_pgo.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:22:59.539568] 2025-07-24T04:23:01.3768350Z 2025-07-24T04:23:01.3768930Z dynamo/test_pgo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pgo_1.1_8abc8c56134c567d_.log 2025-07-24T04:23:01.3769490Z Running 0 items in this shard: 2025-07-24T04:23:01.3769640Z 2025-07-24T04:23:01.3772860Z Running export/test_upgrader 1/1 ... [2025-07-24 04:23:01.377216] 2025-07-24T04:23:01.3773190Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:01.3776340Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_upgrader.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:01.377529] 2025-07-24T04:23:03.0890020Z 2025-07-24T04:23:03.0890620Z export/test_upgrader 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_upgrader_1.1_3d5d007f1d61bb01_.log 2025-07-24T04:23:03.0891150Z Running 0 items in this shard: 2025-07-24T04:23:03.0891280Z 2025-07-24T04:23:03.0894370Z Running dynamo/test_guard_serialization 1/1 ... [2025-07-24 04:23:03.089354] 2025-07-24T04:23:03.0894700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:03.0897420Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_guard_serialization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:03.089643] 2025-07-24T04:23:05.3847430Z 2025-07-24T04:23:05.3848110Z dynamo/test_guard_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_serialization_1.1_9185c08dc2d45ce8_.log 2025-07-24T04:23:05.3848750Z Running 0 items in this shard: 2025-07-24T04:23:05.3848900Z 2025-07-24T04:23:05.3852040Z Running inductor/test_decompose_mem_bound_mm 1/1 ... [2025-07-24 04:23:05.385129] 2025-07-24T04:23:05.3852420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:05.3855500Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_decompose_mem_bound_mm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:05.385440] 2025-07-24T04:23:07.7359610Z 2025-07-24T04:23:07.7360350Z inductor/test_decompose_mem_bound_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_decompose_mem_bound_mm_1.1_0213e7c7ea644d17_.log 2025-07-24T04:23:07.7361080Z Running 0 items in this shard: 2025-07-24T04:23:07.7361430Z 2025-07-24T04:23:07.7364570Z Running dynamo/test_graph_deduplication 1/1 ... [2025-07-24 04:23:07.736381] 2025-07-24T04:23:07.7364970Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:07.7368120Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_graph_deduplication.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:07.736694] 2025-07-24T04:23:09.5690170Z 2025-07-24T04:23:09.5690990Z dynamo/test_graph_deduplication 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_deduplication_1.1_067c4cf367e9a845_.log 2025-07-24T04:23:09.5691600Z Running 0 items in this shard: 2025-07-24T04:23:09.5691750Z 2025-07-24T04:23:09.5694810Z Running inductor/test_benchmarking 1/1 ... [2025-07-24 04:23:09.569397] 2025-07-24T04:23:09.5695160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:09.5697920Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_benchmarking.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:09.569692] 2025-07-24T04:23:11.8810920Z 2025-07-24T04:23:11.8811650Z inductor/test_benchmarking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_benchmarking_1.1_547a2335ef35663b_.log 2025-07-24T04:23:11.8812400Z Running 0 items in this shard: 2025-07-24T04:23:11.8812580Z 2025-07-24T04:23:11.8816080Z Running dynamo/test_profiler 1/1 ... [2025-07-24 04:23:11.881526] 2025-07-24T04:23:11.8816470Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:11.8819890Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:11.881867] 2025-07-24T04:23:13.7126490Z 2025-07-24T04:23:13.7127050Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_20127fad75ea4bf1_.log 2025-07-24T04:23:13.7127590Z Running 0 items in this shard: 2025-07-24T04:23:13.7127740Z 2025-07-24T04:23:13.7130960Z Running functorch/test_eager_transforms 1/1 ... [2025-07-24 04:23:13.713024] 2025-07-24T04:23:13.7131310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:13.7133960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'functorch/test_eager_transforms.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:13.713308] 2025-07-24T04:23:16.2587000Z 2025-07-24T04:23:16.2587670Z functorch/test_eager_transforms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_eager_transforms_1.1_506a1d942658a26a_.log 2025-07-24T04:23:16.2588350Z Running 0 items in this shard: 2025-07-24T04:23:16.2588520Z 2025-07-24T04:23:16.2592030Z Running inductor/test_block_analysis 1/1 ... [2025-07-24 04:23:16.259120] 2025-07-24T04:23:16.2592410Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:16.2595660Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_block_analysis.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:16.259445] 2025-07-24T04:23:18.5492110Z 2025-07-24T04:23:18.5492790Z inductor/test_block_analysis 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_block_analysis_1.1_d89d985a6828680e_.log 2025-07-24T04:23:18.5493610Z Running 0 items in this shard: 2025-07-24T04:23:18.5493760Z 2025-07-24T04:23:18.5496710Z Running dynamo/test_backward_higher_order_ops 1/1 ... [2025-07-24 04:23:18.549602] 2025-07-24T04:23:18.5497080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:18.5499910Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_backward_higher_order_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:18.549882] 2025-07-24T04:23:20.3816020Z 2025-07-24T04:23:20.3816770Z dynamo/test_backward_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backward_higher_order_ops_1.1_65aa0a6ccd40f5d8_.log 2025-07-24T04:23:20.3817400Z Running 0 items in this shard: 2025-07-24T04:23:20.3817540Z 2025-07-24T04:23:20.3820080Z Running inductor/test_memory 1/1 ... [2025-07-24 04:23:20.381949] 2025-07-24T04:23:20.3820370Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:20.3823230Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_memory.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:20.382226] 2025-07-24T04:23:22.5650340Z 2025-07-24T04:23:22.5650920Z inductor/test_memory 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_1.1_c659859205c493f7_.log 2025-07-24T04:23:22.5651360Z 2025-07-24T04:23:22.5654500Z Running dynamo/test_base_hop 1/1 ... [2025-07-24 04:23:22.565368] 2025-07-24T04:23:22.5654800Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:22.5657230Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:22.565644] 2025-07-24T04:23:24.8648020Z 2025-07-24T04:23:24.8648630Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_6912b8154dbd6d9c_.log 2025-07-24T04:23:24.8649220Z Running 0 items in this shard: 2025-07-24T04:23:24.8649370Z 2025-07-24T04:23:24.8652570Z Running dynamo/test_sources 1/1 ... [2025-07-24 04:23:24.865187] 2025-07-24T04:23:24.8652900Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:24.8655890Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_sources.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:24.865484] 2025-07-24T04:23:26.5802300Z 2025-07-24T04:23:26.5802900Z dynamo/test_sources 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sources_1.1_bcb574f1057772d4_.log 2025-07-24T04:23:26.5803440Z Running 0 items in this shard: 2025-07-24T04:23:26.5803580Z 2025-07-24T04:23:26.5806780Z Running dynamo/test_precompile_context 1/1 ... [2025-07-24 04:23:26.580606] 2025-07-24T04:23:26.5807130Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:26.5810010Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_precompile_context.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:26.580895] 2025-07-24T04:23:28.8383600Z 2025-07-24T04:23:28.8384170Z dynamo/test_precompile_context 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_precompile_context_1.1_3f3f7f3a766b66ee_.log 2025-07-24T04:23:28.8384900Z Running 0 items in this shard: 2025-07-24T04:23:28.8385030Z 2025-07-24T04:23:28.8387520Z Running dynamo/test_compiler_bisector 1/1 ... [2025-07-24 04:23:28.838700] 2025-07-24T04:23:28.8387830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:28.8390610Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_compiler_bisector.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:28.838956] 2025-07-24T04:23:31.0774090Z 2025-07-24T04:23:31.0774970Z dynamo/test_compiler_bisector 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compiler_bisector_1.1_34fb40c2f840cbea_.log 2025-07-24T04:23:31.0775560Z Running 0 items in this shard: 2025-07-24T04:23:31.0775700Z 2025-07-24T04:23:31.0778330Z Running dynamo/test_package 1/1 ... [2025-07-24 04:23:31.077757] 2025-07-24T04:23:31.0778610Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:31.0781360Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:31.078026] 2025-07-24T04:23:33.3894730Z 2025-07-24T04:23:33.3895500Z dynamo/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_package_1.1_a6b1c4bda88c216f_.log 2025-07-24T04:23:33.3896190Z Running 0 items in this shard: 2025-07-24T04:23:33.3896370Z 2025-07-24T04:23:33.3900110Z Running inductor/test_alignment 1/1 ... [2025-07-24 04:23:33.389927] 2025-07-24T04:23:33.3900510Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:33.3903870Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_alignment.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:33.390262] 2025-07-24T04:23:35.7377730Z 2025-07-24T04:23:35.7378330Z inductor/test_alignment 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_alignment_1.1_3388ef855688cabe_.log 2025-07-24T04:23:35.7378880Z Running 0 items in this shard: 2025-07-24T04:23:35.7379020Z 2025-07-24T04:23:35.7381720Z Running test_model_exports_to_core_aten 1/1 ... [2025-07-24 04:23:35.738113] 2025-07-24T04:23:35.7382030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:35.7384590Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:35.738364] 2025-07-24T04:23:37.5801230Z 2025-07-24T04:23:37.5801870Z test_model_exports_to_core_aten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_model_exports_to_core_aten_1.1_a48af7e191ba68d1_.log 2025-07-24T04:23:37.5802510Z Running 0 items in this shard: 2025-07-24T04:23:37.5802680Z 2025-07-24T04:23:37.5805950Z Running dynamo/test_modes 1/1 ... [2025-07-24 04:23:37.580533] 2025-07-24T04:23:37.5806260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:37.5809310Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_modes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:37.580829] 2025-07-24T04:23:39.8840640Z 2025-07-24T04:23:39.8841240Z dynamo/test_modes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modes_1.1_f7a0e472600f790d_.log 2025-07-24T04:23:39.8841840Z Running 0 items in this shard: 2025-07-24T04:23:39.8842010Z 2025-07-24T04:23:39.8845790Z Running inductor/test_mps_basic 1/1 ... [2025-07-24 04:23:39.884503] 2025-07-24T04:23:39.8846150Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:39.8849650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_mps_basic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:39.884835] 2025-07-24T04:23:42.2754120Z 2025-07-24T04:23:42.2755070Z inductor/test_mps_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mps_basic_1.1_d1956b52e0edd710_.log 2025-07-24T04:23:42.2755640Z Running 0 items in this shard: 2025-07-24T04:23:42.2755790Z 2025-07-24T04:23:42.2758840Z Running inductor/test_compile 1/1 ... [2025-07-24 04:23:42.275817] 2025-07-24T04:23:42.2759140Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:42.2762020Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:42.276107] 2025-07-24T04:23:44.5877200Z 2025-07-24T04:23:44.5877920Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_a4e4cc1d2f557f79_.log 2025-07-24T04:23:44.5878580Z Running 0 items in this shard: 2025-07-24T04:23:44.5878740Z 2025-07-24T04:23:44.5882110Z Running inductor/test_cudagraph_trees_expandable_segments 1/1 ... [2025-07-24 04:23:44.588129] 2025-07-24T04:23:44.5882570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:44.5885710Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cudagraph_trees_expandable_segments.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:44.588453] 2025-07-24T04:23:46.7697410Z 2025-07-24T04:23:46.7698160Z inductor/test_cudagraph_trees_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_expandable_segments_1.1_9b397fca1736fa62_.log 2025-07-24T04:23:46.7698790Z 2025-07-24T04:23:46.7701090Z Running export/test_swap 1/1 ... [2025-07-24 04:23:46.770063] 2025-07-24T04:23:46.7701370Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:46.7704500Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_swap.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:46.770334] 2025-07-24T04:23:48.5378790Z 2025-07-24T04:23:48.5379480Z export/test_swap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_swap_1.1_91831f4b44e2d99c_.log 2025-07-24T04:23:48.5380130Z Running 0 items in this shard: 2025-07-24T04:23:48.5380330Z 2025-07-24T04:23:48.5384040Z Running inductor/test_torchbind 1/1 ... [2025-07-24 04:23:48.538331] 2025-07-24T04:23:48.5384420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:48.5387850Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_torchbind.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:48.538662] 2025-07-24T04:23:50.8356250Z 2025-07-24T04:23:50.8356860Z inductor/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchbind_1.1_0281f820b5a29a59_.log 2025-07-24T04:23:50.8357450Z Running 0 items in this shard: 2025-07-24T04:23:50.8357600Z 2025-07-24T04:23:50.8360890Z Running dynamo/test_sets 1/1 ... [2025-07-24 04:23:50.836024] 2025-07-24T04:23:50.8361220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:50.8364210Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_sets.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:50.836311] 2025-07-24T04:23:52.6516170Z 2025-07-24T04:23:52.6516910Z dynamo/test_sets 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sets_1.1_98a025745697b96a_.log 2025-07-24T04:23:52.6517430Z Running 0 items in this shard: 2025-07-24T04:23:52.6517570Z 2025-07-24T04:23:52.6520340Z Running dynamo/test_deviceguard 1/1 ... [2025-07-24 04:23:52.651973] 2025-07-24T04:23:52.6520650Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:52.6523450Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:52.652255] 2025-07-24T04:23:54.6152630Z 2025-07-24T04:23:54.6153390Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_c0a1cb8c068eb827_.log 2025-07-24T04:23:54.6154030Z Running 0 items in this shard: 2025-07-24T04:23:54.6154200Z 2025-07-24T04:23:54.6157310Z Running dynamo/test_debug_utils 1/1 ... [2025-07-24 04:23:54.615658] 2025-07-24T04:23:54.6157690Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:54.6160940Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:54.615977] 2025-07-24T04:23:56.8723030Z 2025-07-24T04:23:56.8723610Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_02583a8c6672c239_.log 2025-07-24T04:23:56.8724150Z Running 0 items in this shard: 2025-07-24T04:23:56.8724280Z 2025-07-24T04:23:56.8726930Z Running dynamo/test_recompile_ux 1/1 ... [2025-07-24 04:23:56.872636] 2025-07-24T04:23:56.8727220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:56.8729860Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_recompile_ux.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:56.872908] 2025-07-24T04:23:58.7065850Z 2025-07-24T04:23:58.7066470Z dynamo/test_recompile_ux 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompile_ux_1.1_da09ce9ac4e913d2_.log 2025-07-24T04:23:58.7067130Z Running 0 items in this shard: 2025-07-24T04:23:58.7067280Z 2025-07-24T04:23:58.7070780Z Running inductor/test_auto_functionalize 1/1 ... [2025-07-24 04:23:58.707003] 2025-07-24T04:23:58.7071150Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:23:58.7074250Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_auto_functionalize.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:23:58.707313] 2025-07-24T04:24:00.5549970Z 2025-07-24T04:24:00.5550620Z inductor/test_auto_functionalize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_auto_functionalize_1.1_993cbcb95032c6af_.log 2025-07-24T04:24:00.5551230Z Running 0 items in this shard: 2025-07-24T04:24:00.5551370Z 2025-07-24T04:24:00.5554230Z Running export/test_torchbind 1/1 ... [2025-07-24 04:24:00.555365] 2025-07-24T04:24:00.5554770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:00.5557450Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_torchbind.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:00.555640] 2025-07-24T04:24:02.3876990Z 2025-07-24T04:24:02.3877880Z export/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_torchbind_1.1_cbd62c0cee8c5d18_.log 2025-07-24T04:24:02.3878450Z Running 0 items in this shard: 2025-07-24T04:24:02.3878590Z 2025-07-24T04:24:02.3881240Z Running inductor/test_unbacked_symints 1/1 ... [2025-07-24 04:24:02.388057] 2025-07-24T04:24:02.3881570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:02.3884560Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_unbacked_symints.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:02.388355] 2025-07-24T04:24:04.6951490Z 2025-07-24T04:24:04.6952250Z inductor/test_unbacked_symints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_unbacked_symints_1.1_5b5617e7cb1bd215_.log 2025-07-24T04:24:04.6953040Z Running 0 items in this shard: 2025-07-24T04:24:04.6953220Z 2025-07-24T04:24:04.6956710Z Running dynamo/test_flat_apply 1/1 ... [2025-07-24 04:24:04.695595] 2025-07-24T04:24:04.6959860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:04.6960950Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_flat_apply.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:04.695941] 2025-07-24T04:24:06.5280550Z 2025-07-24T04:24:06.5281220Z dynamo/test_flat_apply 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_flat_apply_1.1_878d945e6ff8cf43_.log 2025-07-24T04:24:06.5281820Z Running 0 items in this shard: 2025-07-24T04:24:06.5281970Z 2025-07-24T04:24:06.5285100Z Running export/test_unflatten 1/1 ... [2025-07-24 04:24:06.528435] 2025-07-24T04:24:06.5285430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:06.5288440Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_unflatten.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:06.528741] 2025-07-24T04:24:08.2394570Z 2025-07-24T04:24:08.2395230Z export/test_unflatten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_1.1_595a5ff517f327cf_.log 2025-07-24T04:24:08.2395740Z Running 0 items in this shard: 2025-07-24T04:24:08.2395870Z 2025-07-24T04:24:08.2398760Z Running export/test_schema 1/1 ... [2025-07-24 04:24:08.239815] 2025-07-24T04:24:08.2399040Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:08.2401820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_schema.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:08.240086] 2025-07-24T04:24:10.0059030Z 2025-07-24T04:24:10.0059610Z export/test_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_schema_1.1_6fb5e265e06793de_.log 2025-07-24T04:24:10.0060200Z Running 0 items in this shard: 2025-07-24T04:24:10.0060350Z 2025-07-24T04:24:10.0063570Z Running dynamo/test_python_dispatcher 1/1 ... [2025-07-24 04:24:10.006277] 2025-07-24T04:24:10.0064080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:10.0067260Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_python_dispatcher.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:10.006589] 2025-07-24T04:24:11.9629810Z 2025-07-24T04:24:11.9630520Z dynamo/test_python_dispatcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_dispatcher_1.1_9e2aa1083b44e5e3_.log 2025-07-24T04:24:11.9631220Z Running 0 items in this shard: 2025-07-24T04:24:11.9631380Z 2025-07-24T04:24:11.9634610Z Running inductor/test_split_cat_fx_aten_passes 1/1 ... [2025-07-24 04:24:11.963377] 2025-07-24T04:24:11.9635010Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:11.9637970Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_split_cat_fx_aten_passes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:11.963693] 2025-07-24T04:24:14.2595760Z 2025-07-24T04:24:14.2596430Z inductor/test_split_cat_fx_aten_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_split_cat_fx_aten_passes_1.1_c7937b578e6f3fd2_.log 2025-07-24T04:24:14.2597060Z Running 0 items in this shard: 2025-07-24T04:24:14.2597210Z 2025-07-24T04:24:14.2599770Z Running dynamo/test_error_messages 1/1 ... [2025-07-24 04:24:14.259918] 2025-07-24T04:24:14.2600080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:14.2603030Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_error_messages.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:14.260203] 2025-07-24T04:24:16.0896330Z 2025-07-24T04:24:16.0896950Z dynamo/test_error_messages 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_error_messages_1.1_1fd83fbfaddc077a_.log 2025-07-24T04:24:16.0902440Z Running 0 items in this shard: 2025-07-24T04:24:16.0902610Z 2025-07-24T04:24:16.0902760Z Running dynamo/test_callback 1/1 ... [2025-07-24 04:24:16.090035] 2025-07-24T04:24:16.0903080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:16.0905160Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_callback.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:16.090405] 2025-07-24T04:24:18.3423980Z 2025-07-24T04:24:18.3424550Z dynamo/test_callback 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_callback_1.1_a31d97d867d044b9_.log 2025-07-24T04:24:18.3425040Z Running 0 items in this shard: 2025-07-24T04:24:18.3425190Z 2025-07-24T04:24:18.3428040Z Running dynamo/test_bytecode_utils 1/1 ... [2025-07-24 04:24:18.342727] 2025-07-24T04:24:18.3428330Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:18.3430920Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_bytecode_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:18.342998] 2025-07-24T04:24:20.1828200Z 2025-07-24T04:24:20.1829080Z dynamo/test_bytecode_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_bytecode_utils_1.1_cf4d23519043e071_.log 2025-07-24T04:24:20.1829950Z Running 0 items in this shard: 2025-07-24T04:24:20.1830130Z 2025-07-24T04:24:20.1833380Z Running dynamo/test_input_attr_tracking 1/1 ... [2025-07-24 04:24:20.183250] 2025-07-24T04:24:20.1833910Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:20.1837170Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_input_attr_tracking.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:20.183588] 2025-07-24T04:24:21.9880900Z 2025-07-24T04:24:21.9881560Z dynamo/test_input_attr_tracking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_input_attr_tracking_1.1_203e50359dec63fa_.log 2025-07-24T04:24:21.9882200Z Running 0 items in this shard: 2025-07-24T04:24:21.9882360Z 2025-07-24T04:24:21.9885330Z Running dynamo/test_trace_rules 1/1 ... [2025-07-24 04:24:21.988461] 2025-07-24T04:24:21.9885690Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:21.9888860Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_trace_rules.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:21.988775] 2025-07-24T04:24:23.6978880Z 2025-07-24T04:24:23.6979470Z dynamo/test_trace_rules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_trace_rules_1.1_7c90d6da79e7a7c1_.log 2025-07-24T04:24:23.6979990Z Running 0 items in this shard: 2025-07-24T04:24:23.6980120Z 2025-07-24T04:24:23.6982830Z Running export/test_hop 1/1 ... [2025-07-24 04:24:23.698222] 2025-07-24T04:24:23.6983110Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:23.6985880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:23.698490] 2025-07-24T04:24:26.0703510Z 2025-07-24T04:24:26.0704120Z export/test_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_hop_1.1_3c2bd86b959ce009_.log 2025-07-24T04:24:26.0704760Z Running 0 items in this shard: 2025-07-24T04:24:26.0704930Z 2025-07-24T04:24:26.0708500Z Running dynamo/test_exceptions 1/1 ... [2025-07-24 04:24:26.070770] 2025-07-24T04:24:26.0708870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:26.0712240Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_exceptions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:26.071107] 2025-07-24T04:24:27.8984940Z 2025-07-24T04:24:27.8985600Z dynamo/test_exceptions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exceptions_1.1_e4ea5f6b682ae103_.log 2025-07-24T04:24:27.8986170Z Running 0 items in this shard: 2025-07-24T04:24:27.8986310Z 2025-07-24T04:24:27.8989150Z Running export/test_experimental 1/1 ... [2025-07-24 04:24:27.898856] 2025-07-24T04:24:27.8989460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:27.8992350Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_experimental.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:27.899137] 2025-07-24T04:24:29.7379700Z 2025-07-24T04:24:29.7380370Z export/test_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_experimental_1.1_9350ce380c59f7f0_.log 2025-07-24T04:24:29.7381140Z Running 0 items in this shard: 2025-07-24T04:24:29.7381290Z 2025-07-24T04:24:29.7384200Z Running dynamo/test_torchrec 1/1 ... [2025-07-24 04:24:29.738347] 2025-07-24T04:24:29.7384640Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:29.7387650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_torchrec.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:29.738647] 2025-07-24T04:24:31.5364660Z 2025-07-24T04:24:31.5365280Z dynamo/test_torchrec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_torchrec_1.1_7b975489ec0bd997_.log 2025-07-24T04:24:31.5365780Z Running 0 items in this shard: 2025-07-24T04:24:31.5365910Z 2025-07-24T04:24:31.5368820Z Running dynamo/test_einops 1/1 ... [2025-07-24 04:24:31.536799] 2025-07-24T04:24:31.5369110Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:31.5371820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_einops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:31.537071] 2025-07-24T04:24:33.2560710Z 2025-07-24T04:24:33.2561260Z dynamo/test_einops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_einops_1.1_9de87f4152899d1e_.log 2025-07-24T04:24:33.2561780Z Running 0 items in this shard: 2025-07-24T04:24:33.2561920Z 2025-07-24T04:24:33.2564630Z Running export/test_converter 1/1 ... [2025-07-24 04:24:33.256402] 2025-07-24T04:24:33.2564930Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:33.2567910Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_converter.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:33.256694] 2025-07-24T04:24:35.0914840Z 2025-07-24T04:24:35.0915450Z export/test_converter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_converter_1.1_d6a6b67066340f38_.log 2025-07-24T04:24:35.0915980Z Running 0 items in this shard: 2025-07-24T04:24:35.0916120Z 2025-07-24T04:24:35.0918530Z Running export/test_lift_unlift 1/1 ... [2025-07-24 04:24:35.091791] 2025-07-24T04:24:35.0918830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:35.0921400Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_lift_unlift.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:35.092044] 2025-07-24T04:24:36.7971190Z 2025-07-24T04:24:36.7971790Z export/test_lift_unlift 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_lift_unlift_1.1_7d282b35d4412094_.log 2025-07-24T04:24:36.7972360Z Running 0 items in this shard: 2025-07-24T04:24:36.7972500Z 2025-07-24T04:24:36.7975200Z Running dynamo/test_reorder_logs 1/1 ... [2025-07-24 04:24:36.797442] 2025-07-24T04:24:36.7975540Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:36.7977890Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_reorder_logs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:36.797705] 2025-07-24T04:24:38.6216250Z 2025-07-24T04:24:38.6216860Z dynamo/test_reorder_logs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reorder_logs_1.1_65d04680b5453f4a_.log 2025-07-24T04:24:38.6217660Z Running 0 items in this shard: 2025-07-24T04:24:38.6217810Z 2025-07-24T04:24:38.6220800Z Running test_custom_ops 1/1 ... [2025-07-24 04:24:38.622011] 2025-07-24T04:24:38.6221220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:38.6224330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_custom_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:38.622313] 2025-07-24T04:24:41.0559110Z 2025-07-24T04:24:41.0559710Z test_custom_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_custom_ops_1.1_079f23cb68e0fa7e_.log 2025-07-24T04:24:41.0560330Z Running 0 items in this shard: 2025-07-24T04:24:41.0560500Z 2025-07-24T04:24:41.0563960Z Running test_mkldnn_verbose 1/1 ... [2025-07-24 04:24:41.056317] 2025-07-24T04:24:41.0564310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:41.0567670Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_mkldnn_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:41.056651] 2025-07-24T04:24:42.8096800Z 2025-07-24T04:24:42.8097380Z test_mkldnn_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_verbose_1.1_360ff2c3060892be_.log 2025-07-24T04:24:42.8097980Z Running 0 items in this shard: 2025-07-24T04:24:42.8098130Z 2025-07-24T04:24:42.8101260Z Running dynamo/test_hooks 1/1 ... [2025-07-24 04:24:42.810050] 2025-07-24T04:24:42.8101590Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:42.8104580Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_hooks.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:42.810355] 2025-07-24T04:24:44.6171970Z 2025-07-24T04:24:44.6172520Z dynamo/test_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_hooks_1.1_5d06254d6671efd8_.log 2025-07-24T04:24:44.6173000Z Running 0 items in this shard: 2025-07-24T04:24:44.6173130Z 2025-07-24T04:24:44.6175750Z Running dynamo/test_generator 1/1 ... [2025-07-24 04:24:44.617520] 2025-07-24T04:24:44.6176030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:44.6178640Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_generator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:44.617780] 2025-07-24T04:24:46.4388100Z 2025-07-24T04:24:46.4388620Z dynamo/test_generator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_generator_1.1_3892fc6647d63a48_.log 2025-07-24T04:24:46.4389140Z Running 0 items in this shard: 2025-07-24T04:24:46.4389280Z 2025-07-24T04:24:46.4392170Z Running dynamo/test_guard_manager 1/1 ... [2025-07-24 04:24:46.439157] 2025-07-24T04:24:46.4392460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:46.4395140Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_guard_manager.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:46.439423] 2025-07-24T04:24:48.1561470Z 2025-07-24T04:24:48.1562110Z dynamo/test_guard_manager 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_manager_1.1_e9b439d165aabc0a_.log 2025-07-24T04:24:48.1562880Z Running 0 items in this shard: 2025-07-24T04:24:48.1563010Z 2025-07-24T04:24:48.1565450Z Running test_autograd 1/1 ... [2025-07-24 04:24:48.156485] 2025-07-24T04:24:48.1565830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:48.1568670Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_autograd.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:48.156762] 2025-07-24T04:24:50.7018160Z 2025-07-24T04:24:50.7018700Z test_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autograd_1.1_4cb9d83511c1def8_.log 2025-07-24T04:24:50.7019220Z Running 0 items in this shard: 2025-07-24T04:24:50.7019370Z 2025-07-24T04:24:50.7022420Z Running export/test_sparse 1/1 ... [2025-07-24 04:24:50.702177] 2025-07-24T04:24:50.7022750Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:50.7025560Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_sparse.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:50.702460] 2025-07-24T04:24:52.4763220Z 2025-07-24T04:24:52.4763900Z export/test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_sparse_1.1_a7594e50df6fa483_.log 2025-07-24T04:24:52.4764570Z Running 0 items in this shard: 2025-07-24T04:24:52.4764750Z 2025-07-24T04:24:52.4768210Z Running test_package 1/1 ... [2025-07-24 04:24:52.476748] 2025-07-24T04:24:52.4768570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:52.4772020Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:52.477080] 2025-07-24T04:24:54.2407490Z 2025-07-24T04:24:54.2408040Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_f8cfcdfdaa460d0d_.log 2025-07-24T04:24:54.2408550Z Running 0 items in this shard: 2025-07-24T04:24:54.2408700Z 2025-07-24T04:24:54.2411630Z Running export/test_draft_export 1/1 ... [2025-07-24 04:24:54.241101] 2025-07-24T04:24:54.2411950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:54.2414950Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_draft_export.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:54.241390] 2025-07-24T04:24:56.0703480Z 2025-07-24T04:24:56.0704070Z export/test_draft_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_draft_export_1.1_957bc26957533170_.log 2025-07-24T04:24:56.0704580Z Running 0 items in this shard: 2025-07-24T04:24:56.0704720Z 2025-07-24T04:24:56.0707310Z Running test_ops_fwd_gradients 1/1 ... [2025-07-24 04:24:56.070673] 2025-07-24T04:24:56.0707600Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:56.0710210Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_ops_fwd_gradients.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:56.070928] 2025-07-24T04:24:58.7004810Z 2025-07-24T04:24:58.7005360Z test_ops_fwd_gradients 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_fwd_gradients_1.1_c3bec0c16e3c17a3_.log 2025-07-24T04:24:58.7006050Z Running 0 items in this shard: 2025-07-24T04:24:58.7006190Z 2025-07-24T04:24:58.7008550Z Running test_ops_gradients 1/1 ... [2025-07-24 04:24:58.700802] 2025-07-24T04:24:58.7008820Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:24:58.7011620Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_ops_gradients.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:24:58.701055] 2025-07-24T04:25:01.6173310Z 2025-07-24T04:25:01.6173880Z test_ops_gradients 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_1.1_e7466e43ebe43f52_.log 2025-07-24T04:25:01.6174440Z Running 0 items in this shard: 2025-07-24T04:25:01.6174580Z 2025-07-24T04:25:01.6178090Z Running xpu/test_fusion 1/1 ... [2025-07-24 04:25:01.617733] 2025-07-24T04:25:01.6180730Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:01.6181650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'xpu/test_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:01.618030] 2025-07-24T04:25:03.4431020Z 2025-07-24T04:25:03.4431550Z xpu/test_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_fusion_1.1_cffe08a1732ae5d9_.log 2025-07-24T04:25:03.4432040Z Running 0 items in this shard: 2025-07-24T04:25:03.4432170Z 2025-07-24T04:25:03.4435200Z Running cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 ... [2025-07-24 04:25:03.443425] 2025-07-24T04:25:03.4435610Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:03.4438370Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:03.443700] 2025-07-24T04:25:05.3143520Z 2025-07-24T04:25:05.3144580Z cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.libtorch_agnostic_extension.test.test_libtorch_agnostic_1.1_7ae53793af95398e_.log 2025-07-24T04:25:05.3145650Z Running 0 items in this shard: 2025-07-24T04:25:05.3145830Z 2025-07-24T04:25:05.3148790Z Running test_mkldnn 1/1 ... [2025-07-24 04:25:05.314805] 2025-07-24T04:25:05.3149140Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:05.3152670Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_mkldnn.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:05.315143] 2025-07-24T04:25:07.1572240Z 2025-07-24T04:25:07.1572730Z test_mkldnn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_1.1_6decaa7397b0c0b5_.log 2025-07-24T04:25:07.1573180Z Running 0 items in this shard: 2025-07-24T04:25:07.1573310Z 2025-07-24T04:25:07.1576030Z Running test_mkl_verbose 1/1 ... [2025-07-24 04:25:07.157526] 2025-07-24T04:25:07.1576290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:07.1579140Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:07.157798] 2025-07-24T04:25:08.8748860Z 2025-07-24T04:25:08.8749380Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_786d7b8b64089398_.log 2025-07-24T04:25:08.8750030Z Running 0 items in this shard: 2025-07-24T04:25:08.8750170Z 2025-07-24T04:25:08.8752630Z Running test_comparison_utils 1/1 ... [2025-07-24 04:25:08.875198] 2025-07-24T04:25:08.8752920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:08.8755520Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_comparison_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:08.875453] 2025-07-24T04:25:10.5852820Z 2025-07-24T04:25:10.5853340Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_e922b4634d5b18c9_.log 2025-07-24T04:25:10.5853850Z Running 0 items in this shard: 2025-07-24T04:25:10.5853990Z 2025-07-24T04:25:10.5856640Z Running test_transformers 1/2 ... [2025-07-24 04:25:10.585609] 2025-07-24T04:25:10.5856910Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:10.5859540Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_transformers.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:10.585876] 2025-07-24T04:25:13.3769920Z 2025-07-24T04:25:13.3770530Z test_transformers 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.2_9127bb85b952b8d5_.log 2025-07-24T04:25:13.3771080Z Running 0 items in this shard: 2025-07-24T04:25:13.3771210Z 2025-07-24T04:25:13.3773610Z Running test_transformers 2/2 ... [2025-07-24 04:25:13.377315] 2025-07-24T04:25:13.3773870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:13.3776920Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_transformers.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:13.377581] 2025-07-24T04:25:16.1618150Z 2025-07-24T04:25:16.1618760Z test_transformers 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_2.2_05f128f84fdab6f1_.log 2025-07-24T04:25:16.1619250Z Running 0 items in this shard: 2025-07-24T04:25:16.1619380Z 2025-07-24T04:25:16.1622190Z Running test_license 1/1 ... [2025-07-24 04:25:16.162140] 2025-07-24T04:25:16.1622460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:16.1625170Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_license.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:16.162402] 2025-07-24T04:25:17.9160810Z 2025-07-24T04:25:17.9161440Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_19b68cebe3d1a5bd_.log 2025-07-24T04:25:17.9162070Z Running 0 items in this shard: 2025-07-24T04:25:17.9162250Z 2025-07-24T04:25:17.9166050Z Running test_ao_sparsity 1/1 ... [2025-07-24 04:25:17.916525] 2025-07-24T04:25:17.9166430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:17.9169750Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_ao_sparsity.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:17.916854] 2025-07-24T04:25:19.8011280Z 2025-07-24T04:25:19.8011870Z test_ao_sparsity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ao_sparsity_1.1_ff5b18574619da69_.log 2025-07-24T04:25:19.8012690Z Running 0 items in this shard: 2025-07-24T04:25:19.8012850Z 2025-07-24T04:25:19.8015930Z Running test_foreach 1/1 ... [2025-07-24 04:25:19.801529] 2025-07-24T04:25:19.8016340Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:19.8019650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_foreach.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:19.801837] 2025-07-24T04:25:22.9348250Z 2025-07-24T04:25:22.9348810Z test_foreach 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_foreach_1.1_e7cfcaca81096c2d_.log 2025-07-24T04:25:22.9349330Z Running 0 items in this shard: 2025-07-24T04:25:22.9349480Z 2025-07-24T04:25:22.9352600Z Running test_functionalization 1/1 ... [2025-07-24 04:25:22.935192] 2025-07-24T04:25:22.9352940Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:22.9355960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_functionalization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:22.935491] 2025-07-24T04:25:24.7151200Z 2025-07-24T04:25:24.7151930Z test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functionalization_1.1_5542bd8b6be25c18_.log 2025-07-24T04:25:24.7152630Z Running 0 items in this shard: 2025-07-24T04:25:24.7152820Z 2025-07-24T04:25:24.7156520Z Running test_expanded_weights 1/1 ... [2025-07-24 04:25:24.715574] 2025-07-24T04:25:24.7156910Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:24.7160500Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_expanded_weights.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:24.715925] 2025-07-24T04:25:27.1816690Z 2025-07-24T04:25:27.1817340Z test_expanded_weights 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_expanded_weights_1.1_b42c3a8d7aa578a0_.log 2025-07-24T04:25:27.1817970Z Running 0 items in this shard: 2025-07-24T04:25:27.1818130Z 2025-07-24T04:25:27.1821480Z Running backends/xeon/test_launch 1/1 ... [2025-07-24 04:25:27.182076] 2025-07-24T04:25:27.1821880Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:27.1825180Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'backends/xeon/test_launch.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:27.182399] 2025-07-24T04:25:28.9509100Z 2025-07-24T04:25:28.9509920Z backends/xeon/test_launch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/backends.xeon.test_launch_1.1_de5aa259feba54f1_.log 2025-07-24T04:25:28.9510620Z Running 0 items in this shard: 2025-07-24T04:25:28.9510780Z 2025-07-24T04:25:28.9513700Z Running test_openmp 1/1 ... [2025-07-24 04:25:28.951303] 2025-07-24T04:25:28.9514030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:28.9517220Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_openmp.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:28.951609] 2025-07-24T04:25:30.6723510Z 2025-07-24T04:25:30.6723950Z test_openmp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_openmp_1.1_36ac39c41556341b_.log 2025-07-24T04:25:30.6724600Z Running 0 items in this shard: 2025-07-24T04:25:30.6724920Z 2025-07-24T04:25:30.6727370Z Running test_ops 1/2 ... [2025-07-24 04:25:30.672686] 2025-07-24T04:25:30.6727620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:30.6730560Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:30.672940] 2025-07-24T04:25:36.2798760Z 2025-07-24T04:25:36.2799340Z test_ops 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_1.2_5a551cf5a7e018fd_.log 2025-07-24T04:25:36.2799850Z Running 0 items in this shard: 2025-07-24T04:25:36.2800010Z 2025-07-24T04:25:36.2803440Z Running test_decomp 2/4 ... [2025-07-24 04:25:36.280275] 2025-07-24T04:25:36.2803730Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:36.2806930Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=2', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:36.280587] 2025-07-24T04:25:39.5570370Z 2025-07-24T04:25:39.5571060Z test_decomp 2/4 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_2.4_d95a3b884e08eb76_.log 2025-07-24T04:25:39.5576630Z Running 0 items in this shard: 2025-07-24T04:25:39.5576830Z 2025-07-24T04:25:39.5577000Z Running test_decomp 3/4 ... [2025-07-24 04:25:39.557439] 2025-07-24T04:25:39.5577280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:39.5579060Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=3', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:39.557807] 2025-07-24T04:25:42.8199400Z 2025-07-24T04:25:42.8200010Z test_decomp 3/4 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_3.4_0d57486d11cb68a2_.log 2025-07-24T04:25:42.8200620Z Running 0 items in this shard: 2025-07-24T04:25:42.8200780Z 2025-07-24T04:25:42.8204450Z Running test_decomp 4/4 ... [2025-07-24 04:25:42.820369] 2025-07-24T04:25:42.8204790Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:42.8208080Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:42.820694] 2025-07-24T04:25:46.0957120Z 2025-07-24T04:25:46.0957680Z test_decomp 4/4 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_4.4_55a4f340af6f7769_.log 2025-07-24T04:25:46.0958290Z Running 0 items in this shard: 2025-07-24T04:25:46.0958460Z 2025-07-24T04:25:46.0962050Z Running test_jiterator 1/1 ... [2025-07-24 04:25:46.096129] 2025-07-24T04:25:46.0962380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:46.0965680Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_jiterator.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:46.096454] 2025-07-24T04:25:47.9299280Z 2025-07-24T04:25:47.9299840Z test_jiterator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jiterator_1.1_e31b0f6d81c517ea_.log 2025-07-24T04:25:47.9300310Z Running 0 items in this shard: 2025-07-24T04:25:47.9300440Z 2025-07-24T04:25:47.9303430Z Running test_unary_ufuncs 1/1 ... [2025-07-24 04:25:47.930263] 2025-07-24T04:25:47.9303700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:47.9306040Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_unary_ufuncs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:47.930520] 2025-07-24T04:25:52.2823510Z 2025-07-24T04:25:52.2824200Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_9c4ba955402edb3b_.log 2025-07-24T04:25:52.2824720Z Running 0 items in this shard: 2025-07-24T04:25:52.2824860Z 2025-07-24T04:25:52.2827670Z Running test_legacy_vmap 1/1 ... [2025-07-24 04:25:52.282701] 2025-07-24T04:25:52.2827960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:52.2831020Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_legacy_vmap.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:52.283000] 2025-07-24T04:25:54.1816990Z 2025-07-24T04:25:54.1817690Z test_legacy_vmap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_legacy_vmap_1.1_b2478455243a63e4_.log 2025-07-24T04:25:54.1818300Z Running 0 items in this shard: 2025-07-24T04:25:54.1818470Z 2025-07-24T04:25:54.1821690Z Running test_function_schema 1/1 ... [2025-07-24 04:25:54.182117] 2025-07-24T04:25:54.1822030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:54.1825620Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_function_schema.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:54.182438] 2025-07-24T04:25:55.9264810Z 2025-07-24T04:25:55.9265430Z test_function_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_function_schema_1.1_089fe5e4ab2caf40_.log 2025-07-24T04:25:55.9266010Z Running 0 items in this shard: 2025-07-24T04:25:55.9266160Z 2025-07-24T04:25:55.9269420Z Running xpu/test_gemm 1/1 ... [2025-07-24 04:25:55.926876] 2025-07-24T04:25:55.9269740Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:55.9272820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'xpu/test_gemm.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:55.927173] 2025-07-24T04:25:57.7745300Z 2025-07-24T04:25:57.7745850Z xpu/test_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_gemm_1.1_002b464748946198_.log 2025-07-24T04:25:57.7746500Z Running 0 items in this shard: 2025-07-24T04:25:57.7746650Z 2025-07-24T04:25:57.7749370Z Running lazy/test_functionalization 1/1 ... [2025-07-24 04:25:57.774859] 2025-07-24T04:25:57.7749680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:57.7752210Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'lazy/test_functionalization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:57.775118] 2025-07-24T04:25:59.5290250Z 2025-07-24T04:25:59.5290990Z lazy/test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_functionalization_1.1_943d03cf571ad05e_.log 2025-07-24T04:25:59.5291720Z Running 0 items in this shard: 2025-07-24T04:25:59.5291900Z 2025-07-24T04:25:59.5295360Z Running distributions/test_constraints 1/1 ... [2025-07-24 04:25:59.529455] 2025-07-24T04:25:59.5295780Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:25:59.5299420Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'distributions/test_constraints.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:25:59.529798] 2025-07-24T04:26:01.3530010Z 2025-07-24T04:26:01.3530800Z distributions/test_constraints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/distributions.test_constraints_1.1_34d101a3378291eb_.log 2025-07-24T04:26:01.3531410Z Running 0 items in this shard: 2025-07-24T04:26:01.3531540Z 2025-07-24T04:26:01.3534030Z Running torch_np/numpy_tests/core/test_numeric 1/1 ... [2025-07-24 04:26:01.353325] 2025-07-24T04:26:01.3534350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:01.3536880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numeric.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:01.353587] 2025-07-24T04:26:03.1291920Z 2025-07-24T04:26:03.1292580Z torch_np/numpy_tests/core/test_numeric 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_cf3dab70e92569ea_.log 2025-07-24T04:26:03.1293200Z Running 0 items in this shard: 2025-07-24T04:26:03.1293340Z 2025-07-24T04:26:03.1296060Z Running test_matmul_cuda 1/1 ... [2025-07-24 04:26:03.129526] 2025-07-24T04:26:03.1296320Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:03.1298680Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_matmul_cuda.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:03.129787] 2025-07-24T04:26:05.0173130Z 2025-07-24T04:26:05.0173770Z test_matmul_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_matmul_cuda_1.1_34083b5212882a7b_.log 2025-07-24T04:26:05.0174440Z Running 0 items in this shard: 2025-07-24T04:26:05.0174620Z 2025-07-24T04:26:05.0178110Z Running test_type_promotion 1/1 ... [2025-07-24 04:26:05.017735] 2025-07-24T04:26:05.0178500Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:05.0181980Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_type_promotion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:05.018075] 2025-07-24T04:26:06.9091160Z 2025-07-24T04:26:06.9091810Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_06b94a0ceabdf5b8_.log 2025-07-24T04:26:06.9092360Z Running 0 items in this shard: 2025-07-24T04:26:06.9092500Z 2025-07-24T04:26:06.9095200Z Running test_cuda 1/1 ... [2025-07-24 04:26:06.909466] 2025-07-24T04:26:06.9095480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:06.9098420Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cuda.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:06.909742] 2025-07-24T04:26:09.3915640Z 2025-07-24T04:26:09.3916160Z test_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_1.1_c42be8c2e19e7458_.log 2025-07-24T04:26:09.3921840Z Running 22 items in this shard: test/test_cuda.py::TestCuda::test_cuda_kernel_loop_overflow, test/test_cuda.py::TestCuda::test_cuda_kernel_loop_overflow_large, test/test_cuda.py::TestCuda::test_get_per_process_memory_fraction, test/test_cuda.py::TestCuda::test_graph_cudnn_dropout, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_with_amp_cache_disabled_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_with_amp_cache_enabled_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_without_amp_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_parameterless_nograd_module_without_amp_not_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_with_amp_cache_disabled_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_with_amp_cache_enabled_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_without_amp_allow_unused_input, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_without_amp_not_allow_unused_input, test/test_cuda.py::TestCuda::test_host_memory_stats, test/test_cuda.py::TestCuda::test_huge_index, test/test_cuda.py::TestCuda::test_max_large_axis, test/test_cuda.py::TestCuda::test_out_of_memory_retry, test/test_cuda.py::TestCuda::test_repeat_graph_capture_cublas_workspace_memory, test/test_cuda.py::TestCuda::test_set_per_process_memory_fraction, test/test_cuda.py::TestCuda::test_to_non_blocking, test/test_cuda.py::TestCudaMallocAsync::test_garbage_collect_expandable, test/test_cuda.py::TestCudaMallocAsync::test_max_split_expandable, test/test_cuda.py::TestMemPool::test_mempool_limited_memory_with_allocator 2025-07-24T04:26:09.3927080Z 2025-07-24T04:26:09.3927210Z Running test_sparse 1/1 ... [2025-07-24 04:26:09.391966] 2025-07-24T04:26:09.3927500Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:09.3928350Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_sparse.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:09.392257] 2025-07-24T04:26:12.1207150Z 2025-07-24T04:26:12.1207730Z test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_1.1_88ded5d2a65717ad_.log 2025-07-24T04:26:12.1208300Z Running 0 items in this shard: 2025-07-24T04:26:12.1208450Z 2025-07-24T04:26:12.1212080Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-07-24 04:26:12.121124] 2025-07-24T04:26:12.1212460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:12.1215570Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:12.121443] 2025-07-24T04:26:13.9263320Z 2025-07-24T04:26:13.9264030Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_d99bccf3db065238_.log 2025-07-24T04:26:13.9264670Z Running 0 items in this shard: 2025-07-24T04:26:13.9264800Z 2025-07-24T04:26:13.9267320Z Running torch_np/test_indexing 1/1 ... [2025-07-24 04:26:13.926669] 2025-07-24T04:26:13.9267600Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:13.9270340Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:13.926937] 2025-07-24T04:26:15.6990860Z 2025-07-24T04:26:15.6991800Z torch_np/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_indexing_1.1_997bfb815133149d_.log 2025-07-24T04:26:15.6992630Z Running 0 items in this shard: 2025-07-24T04:26:15.6992800Z 2025-07-24T04:26:15.6995470Z Running optim/test_lrscheduler 1/1 ... [2025-07-24 04:26:15.699478] 2025-07-24T04:26:15.6995830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:15.6999330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'optim/test_lrscheduler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:15.699788] 2025-07-24T04:26:17.3588380Z 2025-07-24T04:26:17.3588960Z optim/test_lrscheduler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_lrscheduler_1.1_29d01d077eb66045_.log 2025-07-24T04:26:17.3589400Z 2025-07-24T04:26:17.3592110Z Running test_jit 1/1 ... [2025-07-24 04:26:17.359163] 2025-07-24T04:26:17.3592350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:17.3595390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_jit.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:17.359429] 2025-07-24T04:26:20.3805880Z 2025-07-24T04:26:20.3806670Z test_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_1.1_339661f7f95f4c55_.log 2025-07-24T04:26:20.3807170Z Running 0 items in this shard: 2025-07-24T04:26:20.3807320Z 2025-07-24T04:26:20.3810250Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-07-24 04:26:20.380956] 2025-07-24T04:26:20.3810620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:20.3813490Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:20.381239] 2025-07-24T04:26:22.1720970Z 2025-07-24T04:26:22.1721790Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_b4cfd6e7abc6da81_.log 2025-07-24T04:26:22.1722590Z Running 0 items in this shard: 2025-07-24T04:26:22.1722770Z 2025-07-24T04:26:22.1726180Z Running torch_np/numpy_tests/lib/test_type_check 1/1 ... [2025-07-24 04:26:22.172543] 2025-07-24T04:26:22.1726640Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:22.1730210Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_type_check.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:22.172893] 2025-07-24T04:26:23.9185470Z 2025-07-24T04:26:23.9186110Z torch_np/numpy_tests/lib/test_type_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_type_check_1.1_165b85bd9e26f28b_.log 2025-07-24T04:26:23.9186750Z Running 0 items in this shard: 2025-07-24T04:26:23.9186880Z 2025-07-24T04:26:23.9189620Z Running lazy/test_reuse_ir 1/1 ... [2025-07-24 04:26:23.918899] 2025-07-24T04:26:23.9189890Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:23.9192590Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:23.919165] 2025-07-24T04:26:25.6733730Z 2025-07-24T04:26:25.6734370Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_ba0f9753a3e62e42_.log 2025-07-24T04:26:25.6735240Z Running 0 items in this shard: 2025-07-24T04:26:25.6735400Z 2025-07-24T04:26:25.6738740Z Running torch_np/numpy_tests/lib/test_histograms 1/1 ... [2025-07-24 04:26:25.673789] 2025-07-24T04:26:25.6739290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:25.6742680Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_histograms.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:25.674125] 2025-07-24T04:26:27.4342470Z 2025-07-24T04:26:27.4343170Z torch_np/numpy_tests/lib/test_histograms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_histograms_1.1_c69f1afd9486263d_.log 2025-07-24T04:26:27.4343830Z Running 0 items in this shard: 2025-07-24T04:26:27.4343970Z 2025-07-24T04:26:27.4346700Z Running torch_np/numpy_tests/linalg/test_linalg 1/1 ... [2025-07-24 04:26:27.434601] 2025-07-24T04:26:27.4347040Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:27.4349840Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/linalg/test_linalg.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:27.434879] 2025-07-24T04:26:29.2014010Z 2025-07-24T04:26:29.2014810Z torch_np/numpy_tests/linalg/test_linalg 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.linalg.test_linalg_1.1_97c72a021d7b23cf_.log 2025-07-24T04:26:29.2015410Z Running 0 items in this shard: 2025-07-24T04:26:29.2015540Z 2025-07-24T04:26:29.2017870Z Running test_dataloader 1/2 ... [2025-07-24 04:26:29.201717] 2025-07-24T04:26:29.2018140Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:29.2020790Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_dataloader.py', '-m', 'serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:29.201969] 2025-07-24T04:26:31.2727820Z 2025-07-24T04:26:31.2728470Z test_dataloader 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_dataloader_1.2_93d50e66982834ec_.log 2025-07-24T04:26:31.2729120Z Running 0 items in this shard: 2025-07-24T04:26:31.2729300Z 2025-07-24T04:26:33.3038510Z Running inductor/test_aot_inductor_utils 1/1 ... [2025-07-24 04:26:33.303611] 2025-07-24T04:26:33.3039300Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:33.3039970Z Running inductor/test_torchinductor_opinfo 3/14 ... [2025-07-24 04:26:33.303656] 2025-07-24T04:26:33.3040290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:33.3040610Z Running inductor/test_torchinductor_opinfo 10/14 ... [2025-07-24 04:26:33.303708] 2025-07-24T04:26:33.3040920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:33.3041790Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_aot_inductor_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:33.303918] 2025-07-24T04:26:33.3043470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=3', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:33.303939] 2025-07-24T04:26:33.3044990Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=10', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:33.303973] 2025-07-24T04:26:36.0750800Z 2025-07-24T04:26:36.0751610Z inductor/test_aot_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_utils_1.1_a48ad3cf6636c165_.log 2025-07-24T04:26:36.0752210Z Running 0 items in this shard: 2025-07-24T04:26:36.0752360Z 2025-07-24T04:26:38.2508470Z Running inductor/test_torchinductor_opinfo 11/14 ... [2025-07-24 04:26:38.250629] 2025-07-24T04:26:38.2509350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:26:38.2511580Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=11', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:26:38.250931] 2025-07-24T04:35:29.2403590Z 2025-07-24T04:35:29.2404250Z inductor/test_torchinductor_opinfo 11/14 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_11.14_2113d36b4af37f92_.log 2025-07-24T04:35:29.2483310Z Running 259 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___getitem___cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___rdiv___cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___rmatmul___cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___rpow___cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive__chunk_cat_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive__unsafe_masked_index_put_accumulate_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_acosh_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_acosh_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_add_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_addbmm_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_addmm_decomposed_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_alias_copy_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_amax_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_amin_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_as_strided_partial_views_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_atleast_2d_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_atleast_3d_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_bitwise_not_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_bitwise_or_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_block_diag_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_block_diag_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_bmm_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_broadcast_tensors_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_broadcast_to_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cdouble_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cdouble_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cfloat_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_clone_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_column_stack_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_combinations_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_conj_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_conj_physical_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cos_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cos_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cosh_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cosh_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cross_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_diag_embed_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_diagflat_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_diagonal_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_div_floor_rounding_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_div_floor_rounding_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_div_no_rounding_mode_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_dot_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_dstack_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_empty_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_empty_like_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_empty_strided_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_equal_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_erfinv_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_expand_as_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_expand_as_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_expand_copy_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_fft_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_fftn_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_hfft2_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_hfft_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ihfft2_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ihfft2_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ihfft_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fill_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_flip_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_float_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_float_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_float_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_floor_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_floor_divide_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_floor_divide_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fmod_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_frac_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_frac_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ge_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ge_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_geometric_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_geometric_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_grid_sampler_2d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_half_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_half_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_igammac_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_index_fill_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_index_put_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_index_reduce_amin_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_index_select_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isnan_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isneginf_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isposinf_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isposinf_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isreal_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_jiterator_unary_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_kron_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_diagonal_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_ldl_solve_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_lu_factor_ex_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_matrix_norm_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_solve_ex_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linspace_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linspace_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linspace_tensor_overload_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_log1p_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_log_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_log_softmax_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logical_and_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logical_or_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logit_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logspace_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_lu_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mT_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_cumprod_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_cumprod_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_cumsum_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_fill_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_logaddexp_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_logsumexp_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_logsumexp_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_logsumexp_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_mean_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_median_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_norm_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_scatter_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_maximum_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mean_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_meshgrid_list_of_tensors_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_meshgrid_list_of_tensors_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_meshgrid_variadic_tensors_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mode_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mode_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mul_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mv_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mvlgamma_mvlgamma_p_5_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nanmean_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nanmedian_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_narrow_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_native_batch_norm_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_native_dropout_backward_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_native_dropout_backward_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_native_dropout_backward_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_neg_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_empty_strided_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_full_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nextafter_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_adaptive_max_pool2d_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_avg_pool2d_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_avg_pool2d_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_conv2d_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_conv_transpose3d_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_cosine_similarity_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_dropout2d_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_fractional_max_pool2d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_hardshrink_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_huber_loss_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_linear_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_margin_ranking_loss_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_max_pool3d_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_max_unpool2d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_circular_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_constant_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_constant_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_constant_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_replicate_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_replicate_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pdist_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pixel_shuffle_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pixel_shuffle_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_poisson_nll_loss_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_relu_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_rms_norm_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_threshold_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_triplet_margin_loss_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_triplet_margin_loss_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_outer_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_pca_lowrank_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_permute_copy_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polar_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_2_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_2_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_3_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_prod_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_reciprocal_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_repeat_interleave_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_resolve_neg_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_rot90_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scalar_tensor_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scalar_tensor_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scalar_tensor_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scalar_tensor_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_add_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_reduce_amax_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_reduce_amin_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_reduce_amin_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_reduce_prod_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_select_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sgn_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_signal_windows_exponential_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_signal_windows_hann_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_signal_windows_nuttall_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sin_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sinc_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_slice_scatter_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_slice_scatter_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_softmax_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_softmax_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_softmax_with_dtype_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sort_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sort_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_bessel_y1_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_chebyshev_polynomial_t_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_chebyshev_polynomial_v_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_erfcx_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_hermite_polynomial_h_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_hermite_polynomial_he_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_laguerre_polynomial_l_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_modified_bessel_k0_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_polygamma_special_polygamma_n_0_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_scaled_modified_bessel_k1_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_xlog1py_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_split_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_split_list_args_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_split_list_args_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_split_with_sizes_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_split_with_sizes_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sqrt_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_squeeze_copy_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sum_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sum_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sum_to_size_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_svd_lowrank_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_t_copy_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_t_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_t_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_take_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_take_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tan_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tan_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tensor_split_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tile_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_to_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_to_sparse_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_topk_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_trapezoid_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_trapz_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tril_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tril_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unbind_copy_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unbind_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unique_consecutive_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unique_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unique_cpu_uint16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unsafe_split_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unsqueeze_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_view_as_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_view_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_view_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_where_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_zeros_like_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_zeros_like_cpu_uint8 2025-07-24T04:35:29.2558240Z 2025-07-24T04:35:31.4913000Z Running inductor/test_torchinductor_opinfo 12/14 ... [2025-07-24 04:35:31.491043] 2025-07-24T04:35:31.4913940Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:35:31.4916270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '-m', 'not serial', '--shard-id=12', '--num-shards=14', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:35:31.491385] 2025-07-24T04:35:53.2942820Z 2025-07-24T04:35:53.2944000Z inductor/test_torchinductor_opinfo 3/14 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_3.14_4c0ffd6d5e76986b_.log 2025-07-24T04:35:53.3019890Z Running 251 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___getitem___cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___rdiv___cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___ror___cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___rxor___cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive__batch_norm_with_update_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive__segment_reduce_offsets_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive__unsafe_masked_index_put_accumulate_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive__upsample_bilinear2d_aa_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_add_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_addbmm_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_addcmul_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_addcmul_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_addmm_cpu_float32, 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test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_count_nonzero_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_count_nonzero_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cross_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cummax_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cummin_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cumsum_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cumulative_trapezoid_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_deg2rad_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_deg2rad_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_diag_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_diagonal_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_diff_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_div_no_rounding_mode_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_dot_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_dsplit_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_dstack_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_empty_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_empty_strided_cpu_uint8, 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test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_flipud_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fmax_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fmin_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fmod_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_frexp_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_full_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_full_like_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_gather_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_gcd_cpu_int32, 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test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_native_dropout_backward_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_native_layer_norm_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ne_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_empty_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_ones_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_adaptive_max_pool1d_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_avg_pool3d_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_conv1d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_conv1d_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_conv_transpose2d_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_elu_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_embedding_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_embedding_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_hardsigmoid_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_interpolate_bicubic_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_interpolate_bilinear_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_interpolate_bilinear_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_interpolate_linear_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_interpolate_nearest-exact_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_max_pool1d_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_max_pool2d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_max_pool2d_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_max_unpool1d_grad_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_multi_head_attention_forward_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_circular_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_circular_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pairwise_distance_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pixel_shuffle_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pixel_unshuffle_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_poisson_nll_loss_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_scaled_dot_product_attention_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_selu_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_softshrink_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_tanhshrink_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_upsample_bilinear_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nonzero_static_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_permute_copy_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_permute_copy_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_2_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_positive_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_pow_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_put_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_rad2deg_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_randint_like_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_randint_like_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_randn_like_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_real_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_repeat_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_resize_as__cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_resolve_conj_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scalar_tensor_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_reduce_prod_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_select_scatter_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sgn_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_slice_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_slice_scatter_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_airy_ai_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_chebyshev_polynomial_t_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_entr_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_hermite_polynomial_h_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_i1_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_i1e_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_legendre_polynomial_p_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_legendre_polynomial_p_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_modified_bessel_i1_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_ndtr_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_ndtri_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_polygamma_special_polygamma_n_0_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_scaled_modified_bessel_k0_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_shifted_chebyshev_polynomial_u_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_shifted_chebyshev_polynomial_u_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_shifted_chebyshev_polynomial_u_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_shifted_chebyshev_polynomial_v_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_split_list_args_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_split_with_sizes_copy_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_square_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_square_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_squeeze_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_take_along_dim_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_take_along_dim_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_take_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_transpose_copy_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_transpose_copy_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_transpose_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_trapezoid_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_triangular_solve_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tril_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tril_indices_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_true_divide_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_true_divide_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_trunc_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unfold_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unfold_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unique_consecutive_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unsqueeze_copy_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unsqueeze_copy_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_var_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_vdot_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_vsplit_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_vstack_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_where_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_where_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_zero__cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_zero__cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_zero__cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_zeros_cpu_int64 2025-07-24T04:35:53.3092790Z 2025-07-24T04:35:55.4186520Z Running inductor/test_cudagraph_trees 1/1 ... [2025-07-24 04:35:55.418427] 2025-07-24T04:35:55.4187360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:35:55.4189580Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:35:55.418731] 2025-07-24T04:35:58.1606440Z 2025-07-24T04:35:58.1607040Z inductor/test_cudagraph_trees 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_1.1_fb539f54758fb155_.log 2025-07-24T04:35:58.1607530Z 2025-07-24T04:36:00.2175160Z Running inductor/test_smoke 1/1 ... [2025-07-24 04:36:00.217326] 2025-07-24T04:36:00.2175930Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:00.2178210Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:00.217623] 2025-07-24T04:36:02.7785460Z 2025-07-24T04:36:02.7787040Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_d0149958c2a12b9a_.log 2025-07-24T04:36:02.7788730Z 2025-07-24T04:36:04.8303780Z Running inductor/test_select_algorithm 1/1 ... [2025-07-24 04:36:04.830085] 2025-07-24T04:36:04.8304670Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:04.8306260Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_select_algorithm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:04.830391] 2025-07-24T04:36:07.5062980Z 2025-07-24T04:36:07.5063900Z inductor/test_torchinductor_opinfo 10/14 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_10.14_c911d199395effe9_.log 2025-07-24T04:36:07.5145220Z Running 269 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_H_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_H_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_T_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___getitem___cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___rmod___cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_acos_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_add_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_addmv_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_all_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_angle_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_any_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_argmax_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_argsort_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_as_strided_copy_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_as_strided_scatter_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_asin_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_asinh_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_atan2_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_atan2_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_atleast_1d_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_bool_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_broadcast_tensors_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_bucketize_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_byte_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ceil_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cfloat_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_chalf_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cholesky_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_clamp_max_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_clamp_max_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_clamp_min_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_clone_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_complex_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_conj_physical_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_constant_pad_nd_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_corrcoef_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_corrcoef_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cumprod_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_diag_embed_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_diagonal_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_diagonal_scatter_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_digamma_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_div_floor_rounding_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_div_trunc_rounding_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_dot_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_double_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_dsplit_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_dsplit_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_einsum_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_einsum_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_eq_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_erfinv_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_exp2_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_exp_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_exp_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_expand_copy_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_fft_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_fftn_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_hfft_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_hfftn_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ifft2_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ifft2_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ifftn_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ifftshift_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ifftshift_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ihfft_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ihfftn_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_irfft_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_irfftn_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_irfftn_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_rfft2_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fill_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_flatten_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_flip_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fmax_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fmin_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_full_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_full_like_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_gather_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ge_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_geometric_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_gradient_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_gradient_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_hsplit_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_hstack_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_i0_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_igamma_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_igammac_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_index_select_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_inner_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isnan_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isneginf_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isreal_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_item_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_jiterator_4inputs_with_extra_args_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_jiterator_binary_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_le_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_lgamma_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_cholesky_ex_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_cross_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_cross_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_det_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_diagonal_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_eigvalsh_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_lstsq_grad_oriented_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_matrix_rank_hermitian_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_qr_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_tensorinv_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_vander_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linspace_tensor_overload_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linspace_tensor_overload_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_log1p_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_log1p_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_log2_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_log_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logical_xor_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logit_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logsumexp_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_long_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_long_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_lt_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mH_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_argmin_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_cumprod_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_cumprod_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_normalize_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_prod_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_select_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_select_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_softmin_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_std_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_matmul_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_max_reduction_no_dim_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_max_reduction_with_dim_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_median_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_median_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_meshgrid_variadic_tensors_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_min_binary_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_min_reduction_no_dim_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_minimum_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nansum_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nansum_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_narrow_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ne_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_full_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_full_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_adaptive_avg_pool1d_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_adaptive_avg_pool2d_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_adaptive_avg_pool3d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_adaptive_max_pool3d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_conv3d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_conv_transpose3d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_cosine_embedding_loss_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_elu_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_embedding_bag_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_embedding_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_fractional_max_pool3d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_group_norm_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_interpolate_linear_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_interpolate_nearest-exact_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_kl_div_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_linear_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_local_response_norm_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_max_pool3d_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_max_unpool3d_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_mse_loss_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_multi_head_attention_forward_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_nll_loss_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_reflect_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_replicate_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_replicate_negative_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_threshold_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_triplet_margin_loss_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_upsample_nearest_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nonzero_static_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_norm_nuc_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_normal_number_mean_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ones_like_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ones_like_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ormqr_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_outer_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_permute_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_permute_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_0_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_1_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_4_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_4_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_prod_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_put_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_put_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_put_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_rad2deg_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_rand_like_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_rand_like_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_repeat_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_repeat_interleave_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_repeat_interleave_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_reshape_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_resize__cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_roll_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_roll_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_round_decimals_3_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_rsqrt_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_rsqrt_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_rsub_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_add_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_reduce_amax_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_searchsorted_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_searchsorted_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_select_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sigmoid_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sigmoid_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_signal_windows_general_cosine_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_signal_windows_hamming_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sin_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sinc_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_slice_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_slice_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sort_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_bessel_j0_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_bessel_j1_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_bessel_y0_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_bessel_y1_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_chebyshev_polynomial_v_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_chebyshev_polynomial_v_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_chebyshev_polynomial_w_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_hermite_polynomial_he_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_i1_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_i1e_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_laguerre_polynomial_l_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_legendre_polynomial_p_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_log_ndtr_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_log_ndtr_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_modified_bessel_i1_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_modified_bessel_i1_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_ndtri_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_polygamma_special_polygamma_n_0_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_shifted_chebyshev_polynomial_w_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_split_with_sizes_copy_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_split_with_sizes_copy_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_squeeze_copy_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_t_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_take_along_dim_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tanh_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tensor_split_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tile_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_to_sparse_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_to_sparse_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_torch_ops_aten__safe_softmax_default_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_torch_ops_aten__safe_softmax_default_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_transpose_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_trapz_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tril_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_triu_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_trunc_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unfold_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unique_consecutive_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unique_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unique_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unsafe_split_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unsafe_split_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unsqueeze_copy_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unsqueeze_copy_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_var_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_zeros_like_cpu_int64 2025-07-24T04:36:07.5222870Z 2025-07-24T04:36:07.5711340Z 2025-07-24T04:36:07.5711950Z inductor/test_select_algorithm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_select_algorithm_1.1_59cf83732bcaa41b_.log 2025-07-24T04:36:07.5712450Z 2025-07-24T04:36:09.7286430Z Running inductor/test_extension_backend 1/1 ... [2025-07-24 04:36:09.728440] 2025-07-24T04:36:09.7287290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:09.7289520Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_extension_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:09.728712] 2025-07-24T04:36:09.7495030Z Running inductor/test_mkldnn_pattern_matcher 1/1 ... [2025-07-24 04:36:09.749325] 2025-07-24T04:36:09.7495860Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:09.7497170Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:09.749599] 2025-07-24T04:36:12.4583550Z 2025-07-24T04:36:12.4584680Z inductor/test_mkldnn_pattern_matcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_1.1_7bafcbaa710e73ae_.log 2025-07-24T04:36:12.5144660Z 2025-07-24T04:36:12.5144670Z 2025-07-24T04:36:12.5145740Z inductor/test_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_extension_backend_1.1_685db0c9721ea1ef_.log 2025-07-24T04:36:12.5146460Z 2025-07-24T04:36:14.6372380Z Running inductor/test_perf 1/1 ... [2025-07-24 04:36:14.637038] 2025-07-24T04:36:14.6373130Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:14.6375230Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_perf.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:14.637308] 2025-07-24T04:36:14.6722160Z Running inductor/test_cpu_cpp_wrapper 1/1 ... [2025-07-24 04:36:14.672073] 2025-07-24T04:36:14.6722750Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:14.6724670Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cpu_cpp_wrapper.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:14.672348] 2025-07-24T04:36:17.4077190Z 2025-07-24T04:36:17.4078140Z inductor/test_perf 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_perf_1.1_e71b5773e28e6b3b_.log 2025-07-24T04:36:17.4078570Z 2025-07-24T04:36:17.7785600Z 2025-07-24T04:36:17.7786350Z inductor/test_cpu_cpp_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_cpp_wrapper_1.1_ac46a136dade3511_.log 2025-07-24T04:36:17.7786870Z 2025-07-24T04:36:19.7607700Z Running inductor/test_cpu_select_algorithm 1/1 ... [2025-07-24 04:36:19.760520] 2025-07-24T04:36:19.7608630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:19.7610940Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cpu_select_algorithm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:19.760877] 2025-07-24T04:36:20.0051320Z Running inductor/test_triton_extension_backend 1/1 ... [2025-07-24 04:36:19.995077] 2025-07-24T04:36:20.0181620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:20.0331230Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_triton_extension_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:19.995353] 2025-07-24T04:36:22.7233110Z 2025-07-24T04:36:22.7233980Z inductor/test_cpu_select_algorithm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_select_algorithm_1.1_11554c93beae0a8a_.log 2025-07-24T04:36:22.7234500Z 2025-07-24T04:36:22.8988910Z 2025-07-24T04:36:22.8989750Z inductor/test_triton_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_extension_backend_1.1_1e784776828e447b_.log 2025-07-24T04:36:22.8990280Z 2025-07-24T04:36:24.9968200Z Running inductor/test_analysis 1/1 ... [2025-07-24 04:36:24.996633] 2025-07-24T04:36:24.9968930Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:24.9970250Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_analysis.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:24.996922] 2025-07-24T04:36:25.1279720Z Running inductor/test_flex_decoding 1/1 ... [2025-07-24 04:36:25.127766] 2025-07-24T04:36:25.1280090Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:25.1281220Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_flex_decoding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:25.128031] 2025-07-24T04:36:27.8954880Z 2025-07-24T04:36:27.8956420Z inductor/test_analysis 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_analysis_1.1_dbee7da76e0fea76_.log 2025-07-24T04:36:27.8964700Z Running 26 items in this shard: test/inductor/test_analysis.py::TestUtils::test_tabulate2d, test/inductor/test_analysis.py::TestUtils::test_zip_dicts, test/inductor/test_analysis.py::TestAnalysisCPU::test_augment_trace_against_flop_counter_maxat0_cpu_float16, test/inductor/test_analysis.py::TestAnalysisCPU::test_augment_trace_against_flop_counter_maxat0_cpu_float32, test/inductor/test_analysis.py::TestAnalysisCPU::test_augment_trace_against_flop_counter_maxat1_cpu_float16, test/inductor/test_analysis.py::TestAnalysisCPU::test_augment_trace_against_flop_counter_maxat1_cpu_float32, test/inductor/test_analysis.py::TestAnalysisCPU::test_augment_trace_against_flop_counter_maxat2_cpu_float16, test/inductor/test_analysis.py::TestAnalysisCPU::test_augment_trace_against_flop_counter_maxat2_cpu_float32, test/inductor/test_analysis.py::TestAnalysisCPU::test_augment_trace_against_flop_counter_maxat3_cpu_float16, test/inductor/test_analysis.py::TestAnalysisCPU::test_augment_trace_against_flop_counter_maxat3_cpu_float32, test/inductor/test_analysis.py::TestAnalysisCPU::test_augment_trace_helper_unit_cpu, test/inductor/test_analysis.py::TestAnalysisCPU::test_diff_cpu_float16, test/inductor/test_analysis.py::TestAnalysisCPU::test_diff_cpu_float32, test/inductor/test_analysis.py::TestAnalysisCPU::test_diff_cpu_float64, test/inductor/test_analysis.py::TestAnalysisCPU::test_noop_cpu, test/inductor/test_analysis.py::TestAnalysisCPU::test_pointwise_bandwidth_maxat0_cpu_float16, test/inductor/test_analysis.py::TestAnalysisCPU::test_pointwise_bandwidth_maxat0_cpu_float32, test/inductor/test_analysis.py::TestAnalysisCPU::test_pointwise_bandwidth_maxat1_cpu_float16, test/inductor/test_analysis.py::TestAnalysisCPU::test_pointwise_bandwidth_maxat1_cpu_float32, test/inductor/test_analysis.py::TestAnalysisCPU::test_pointwise_bandwidth_maxat2_cpu_float16, test/inductor/test_analysis.py::TestAnalysisCPU::test_pointwise_bandwidth_maxat2_cpu_float32, test/inductor/test_analysis.py::TestAnalysisCPU::test_pointwise_bandwidth_maxat3_cpu_float16, test/inductor/test_analysis.py::TestAnalysisCPU::test_pointwise_bandwidth_maxat3_cpu_float32, test/inductor/test_analysis.py::TestAnalysisCPU::test_triton_has_metadata_maxat0_cpu_float16, test/inductor/test_analysis.py::TestAnalysisCPU::test_triton_has_metadata_maxat0_cpu_float32, test/inductor/test_analysis.py::TestAnalysisCPU::test_triton_has_metadata_maxat0_cpu_float64 2025-07-24T04:36:27.8971260Z 2025-07-24T04:36:27.9568190Z 2025-07-24T04:36:27.9569280Z inductor/test_flex_decoding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_1.1_cbe8a4bb6a260172_.log 2025-07-24T04:36:27.9705840Z Running 398 items in this shard: test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE3_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE3_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE3_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod2_BLOCK_SIZE_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE3_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod3_BLOCK_SIZE_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_builtin_score_mods_different_block_size_float32_score_mod4_BLOCK_SIZE2_cpu_float32, 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test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod3_head_dims2_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod4_head_dims0_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod4_head_dims0_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod4_head_dims0_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod4_head_dims1_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod4_head_dims1_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod4_head_dims1_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod4_head_dims2_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod4_head_dims2_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod4_head_dims2_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod5_head_dims0_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod5_head_dims0_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod5_head_dims0_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod5_head_dims1_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod5_head_dims1_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod5_head_dims1_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod5_head_dims2_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod5_head_dims2_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod5_head_dims2_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod6_head_dims0_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod6_head_dims0_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod6_head_dims0_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod6_head_dims1_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod6_head_dims1_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod6_head_dims1_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod6_head_dims2_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod6_head_dims2_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod6_head_dims2_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod7_head_dims0_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod7_head_dims0_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod7_head_dims0_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod7_head_dims1_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod7_head_dims1_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod7_head_dims1_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod7_head_dims2_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod7_head_dims2_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod7_head_dims2_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod8_head_dims0_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod8_head_dims0_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod8_head_dims0_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod8_head_dims1_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod8_head_dims1_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod8_head_dims1_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod8_head_dims2_page_size_128_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod8_head_dims2_page_size_256_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_paged_attention_page_size_float32_score_mod8_head_dims2_page_size_64_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_recompile_changed_score_mod_float32_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_seq_masking_float32_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_silu_on_score_float32_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_skip_odd_keys_float32_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s0_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s0_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s0_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s1_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s1_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s1_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s2_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s2_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s2_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s3_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s3_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s0_v_s3_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s0_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s0_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s0_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s1_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s1_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s1_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s2_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s2_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s2_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s3_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s3_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s1_v_s3_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s0_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s0_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s0_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s1_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s1_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s1_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s2_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s2_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s2_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s3_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s3_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s2_v_s3_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s0_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s0_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s0_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s1_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s1_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s1_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s2_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s2_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s2_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s3_head_dims0_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s3_head_dims1_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_strided_inputs_float32_k_s3_v_s3_head_dims2_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_subgraph_respect_decompostion_float32_cpu_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_windowed_full_mask_vs_sdpa_cpu, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_windowed_full_mask_vs_sdpa_paged_attention_cpu, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_windowed_no_mask_vs_sdpa_cpu, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_windowed_no_mask_vs_sdpa_paged_attention_cpu, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_windowed_partial_block_vs_sdpa_cpu, test/inductor/test_flex_decoding.py::TestFlexDecodingCPU::test_windowed_partial_block_vs_sdpa_paged_attention_cpu 2025-07-24T04:36:27.9831700Z 2025-07-24T04:36:30.0851910Z Running inductor/test_compile_worker 1/1 ... [2025-07-24 04:36:30.084969] 2025-07-24T04:36:30.0852740Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:30.0854930Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_compile_worker.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:30.085271] 2025-07-24T04:36:30.1438120Z Running inductor/test_inductor_utils 1/1 ... [2025-07-24 04:36:30.143666] 2025-07-24T04:36:30.1438430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:30.1440270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_inductor_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:30.143929] 2025-07-24T04:36:32.1390250Z 2025-07-24T04:36:32.1390840Z inductor/test_inductor_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inductor_utils_1.1_bad0aeaa07abbf58_.log 2025-07-24T04:36:32.1391320Z 2025-07-24T04:36:34.3753900Z Running dynamo/test_utils 1/1 ... [2025-07-24 04:36:34.375191] 2025-07-24T04:36:34.3855420Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:34.3958870Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:34.375955] 2025-07-24T04:36:39.4691760Z 2025-07-24T04:36:39.4693430Z inductor/test_compile_worker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_worker_1.1_fee89165ecf53ece_.log 2025-07-24T04:36:39.4696540Z Running 4 items in this shard: test/inductor/test_compile_worker.py::TestCompileWorker::test_basic_jobs, test/inductor/test_compile_worker.py::TestCompileWorker::test_crash, test/inductor/test_compile_worker.py::TestCompileWorker::test_exception, test/inductor/test_compile_worker.py::TestCompileWorker::test_quiesce 2025-07-24T04:36:39.4697630Z 2025-07-24T04:36:41.5213300Z Running dynamo/test_optimizers 1/1 ... [2025-07-24 04:36:41.521111] 2025-07-24T04:36:41.5214120Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:41.5216330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:41.521399] 2025-07-24T04:36:44.4466530Z 2025-07-24T04:36:44.4467420Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_da67655015e9a3f7_.log 2025-07-24T04:36:44.4468480Z Running 3 items in this shard: test/dynamo/test_optimizers.py::End2EndTests::test_init_group, test/dynamo/test_optimizers.py::End2EndTests::test_optimizing_over_tensor_with_requires_grad, test/dynamo/test_optimizers.py::End2EndTests::test_state_dict 2025-07-24T04:36:44.4469140Z 2025-07-24T04:36:46.5441440Z Running export/test_export_strict 1/1 ... [2025-07-24 04:36:46.543979] 2025-07-24T04:36:46.5441760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:46.5443680Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_export_strict.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:46.544270] 2025-07-24T04:36:47.2559180Z 2025-07-24T04:36:47.2560130Z dynamo/test_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_utils_1.1_040c20f6cb548c88_.log 2025-07-24T04:36:47.2562900Z Running 11 items in this shard: test/dynamo/test_utils.py::TestUtils::test_graph_break_counting, test/dynamo/test_utils.py::TestUtils::test_larger_multiplier_for_even_smaller_tensor, test/dynamo/test_utils.py::TestUtils::test_larger_multiplier_for_smaller_tensor, test/dynamo/test_utils.py::TestUtils::test_nan, test/dynamo/test_utils.py::TestUtils::test_traced_code_query, test/dynamo/test_utils.py::TestDynamoTimed::test_dynamic_shape_feature_use, test/dynamo/test_utils.py::TestDynamoTimed::test_dynamo_timed, test/dynamo/test_utils.py::TestDynamoTimed::test_ir_count, test/dynamo/test_utils.py::TestDynamoTimed::test_num_params, test/dynamo/test_utils.py::TestInductorConfigParsingForLogging::test_inductor_config_jsonify, test/dynamo/test_utils.py::TestInductorConfigParsingForLogging::test_inductor_config_parsing_non_conforming_items 2025-07-24T04:36:47.2565060Z 2025-07-24T04:36:49.3176030Z Running inductor/test_compile_subprocess 1/1 ... [2025-07-24 04:36:49.317378] 2025-07-24T04:36:49.3176880Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:36:49.3179150Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_compile_subprocess.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:36:49.317685] 2025-07-24T04:38:40.6790140Z 2025-07-24T04:38:40.6790690Z export/test_export_strict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_strict_1.1_b754a80172a188fb_.log 2025-07-24T04:38:40.6896580Z Running 400 items in this shard: test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_assume_static_by_default_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_constraints_error_not_in_range_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_constraints_error_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_inline_constraints_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_slice_maxsize_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_slice_unbacked_dim1_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_strict, test/export/test_export_strict.py::StrictExportTestExport::test__scaled_dot_product_flash_attention_strict, test/export/test_export_strict.py::StrictExportTestExport::test_additional_inputs_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_allow_explicit_guards_as_runtime_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_args_type_checked_strict, test/export/test_export_strict.py::StrictExportTestExport::test_aten_lift_fresh_copy_strict, test/export/test_export_strict.py::StrictExportTestExport::test_attention_strict, test/export/test_export_strict.py::StrictExportTestExport::test_attr_assignment_extra_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_constrain_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_constant_relation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_linear_relation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_simple_equality_strict, test/export/test_export_strict.py::StrictExportTestExport::test_baddbmm_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_non_strict_fake_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_non_strict_real_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_bincount_strict, test/export/test_export_strict.py::StrictExportTestExport::test_buffer_util_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_constructor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_constructor_torch_ir_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_wrong_strict, test/export/test_export_strict.py::StrictExportTestExport::test_check_specialized_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_checks_to_constrain_range_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cleanup_dynamic_markers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_colin_unbacked_backed_vr_sub_strict, test/export/test_export_strict.py::StrictExportTestExport::test_colon_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_compiling_state_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_access_identical_symint_closure_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_branches_return_constant_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_branches_return_same_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_contains_unbacked_no_escape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_int_closure_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_with_module_stack_export_with_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_with_module_stack_export_with_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_aliasing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_input_naming_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_no_user_inp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_output_dup_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_output_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_requires_grad_const_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_return_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_with_non_functional_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_with_non_functional_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_decomp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_in_eager_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_with_constrain_value_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_with_various_cases_strict, test/export/test_export_strict.py::StrictExportTestExport::test_conv_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_crop_like_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cse_for_symint_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_functionalize_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_warn_pre_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_preserve_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_pytree_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_tag_metadata_re_export_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_batch_norm_functional_predispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_item_in_prim_after_decomposition_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_item_in_prim_before_decomposition_strict, test/export/test_export_strict.py::StrictExportTestExport::test_default_decomposition_core_cia_ops_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_1_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_integer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_repeat_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_simplified_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_repeat_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_gpu_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_mutation_float_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_static_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_1_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_auto_and_dim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_divisibility_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_hint_range_violations_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_hint_ranges_strict, test/export/test_export_strict.py::StrictExportTestExport::test_disable_forced_specializations_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_disable_forced_specializations_ok_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_gather_into_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_gather_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_reduce_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_to_all_single_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_reduce_scatter_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dont_duck_size_for_auto_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_double_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_aliasing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_list_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_with_nan_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_fake_kernel_inference_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_infers_fake_kernel_strict, test/export/test_export_strict.py::StrictExportTestExport::test_duplicate_modules_with_non_persistent_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_lr_shift_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_bounds_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_builder_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_builder_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_builder_pytree_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_dataclass_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_inferred_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_serdes_generic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_serdes_user_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_serdes_various_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_spec_with_pytree_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_sym_round_strict, test/export/test_export_strict.py::StrictExportTestExport::test_ends_of_bounds_oblivious_strict, test/export/test_export_strict.py::StrictExportTestExport::test_error_does_not_reference_eager_fallback_strict, test/export/test_export_strict.py::StrictExportTestExport::test_error_when_passing_mutating_primitive_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_api_with_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_as_backend_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_associative_scan_lifted_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_associative_scan_symbol_dim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_associative_scan_symbol_scandim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_aten_to_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_aten_to_unflatten_subclass_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_cond_symbool_pred_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_cond_warns_constant_pred_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_decomp_table_basic_pop_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_decomp_table_container_methods_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_op_lib_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_triton_kernel_mutable_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_triton_kernel_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_decomp_torture_case_1_strict, 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test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_default_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_keyword_only_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_pytree_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_var_keyword_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_var_keyword_pytree_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_var_postional_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_function_schema_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_graph_with_no_inputs_strict, 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test/export/test_export_strict.py::StrictExportTestExport::test_export_with_inline_constraints_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_set_grad_enabled_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_wrong_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_external_call_non_strict_real_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_fake_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_fake_weights_strict, test/export/test_export_strict.py::StrictExportTestExport::test_float_conversion_from_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_float_conversion_strict, test/export/test_export_strict.py::StrictExportTestExport::test_fqn_strict, test/export/test_export_strict.py::StrictExportTestExport::test_from_node_metadata_export_strict, 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test/export/test_export_strict.py::StrictExportTestExport::test_intermediate_shape_comp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_is_exporting_strict, test/export/test_export_strict.py::StrictExportTestExport::test_is_non_negative_check_function_strict, test/export/test_export_strict.py::StrictExportTestExport::test_is_nonzero_strict, test/export/test_export_strict.py::StrictExportTestExport::test_isnonzero_strict, test/export/test_export_strict.py::StrictExportTestExport::test_issue_113041_strict, test/export/test_export_strict.py::StrictExportTestExport::test_issue_157289_strict, test/export/test_export_strict.py::StrictExportTestExport::test_istft_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_keep_composite_ops_invalid_strict, test/export/test_export_strict.py::StrictExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_strict, test/export/test_export_strict.py::StrictExportTestExport::test_keep_composite_ops_linear_convd_strict, test/export/test_export_strict.py::StrictExportTestExport::test_kwarg_dynamic_shapes_diff_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_kwargs_reorder_strict, test/export/test_export_strict.py::StrictExportTestExport::test_layer_sharing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_lazy_module_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_linear_conv_strict, test/export/test_export_strict.py::StrictExportTestExport::test_malformed_fqn_from_source_name_strict, test/export/test_export_strict.py::StrictExportTestExport::test_map_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_map_strict, test/export/test_export_strict.py::StrictExportTestExport::test_mask_nonzero_static_strict, test/export/test_export_strict.py::StrictExportTestExport::test_masked_select_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_math_pow_strict, test/export/test_export_strict.py::StrictExportTestExport::test_mismatched_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_mixed_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_dict_key_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_input_subclasses_parameterization_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_list_slice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_with_dict_container_inp_out_strict, test/export/test_export_strict.py::StrictExportTestExport::test_modules_access_for_deleted_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_more_multidimensional_slicing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_multidimensional_slicing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_multinomial_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_multiple_definitions_same_name_dim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_dynamic_shapes_spec_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_constant_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_init_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nn_module_stack_shared_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_check_is_size_error_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_3_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_arg_name_dynamic_shapes_api_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_persistent_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_strict_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_none_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonstrict_retrace_preserves_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonzero_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonzero_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_not_registered_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_operator_aten_tensor_mode_variant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_output_node_name_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pad_sequence_strict, test/export/test_export_strict.py::StrictExportTestExport::test_param_util_strict, test/export/test_export_strict.py::StrictExportTestExport::test_partial_patched_forward_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_collisions_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_order_variadic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_update_preserving_strict, test/export/test_export_strict.py::StrictExportTestExport::test_predispatch_cond_strict, test/export/test_export_strict.py::StrictExportTestExport::test_predispatch_grad_wrappers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_module_call_signature_unflatten_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_requires_grad_placeholders_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_profiling_code_strict, test/export/test_export_strict.py::StrictExportTestExport::test_python_asserts_with_sym_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pytree_register_data_class_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pytree_register_nested_data_class_strict, test/export/test_export_strict.py::StrictExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_range_constraints_with_replacement_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_alias_dtype_mismatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_bool_cast_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_for_max_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_size_mismatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_redundant_assert_max_upper_bound_strict, test/export/test_export_strict.py::StrictExportTestExport::test_redundant_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_register_constant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_repeat_interleave_strict, test/export/test_export_strict.py::StrictExportTestExport::test_replace_unbacked_with_very_large_upperbound_strict, test/export/test_export_strict.py::StrictExportTestExport::test_replaced_unbacked_bindings_strict, test/export/test_export_strict.py::StrictExportTestExport::test_reshape_view_helper_strict, test/export/test_export_strict.py::StrictExportTestExport::test_retracable_ep_strict, test/export/test_export_strict.py::StrictExportTestExport::test_retrace_pre_autograd_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decomposition_supports_user_input_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decompositions_keep_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_for_prim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_for_prm_str_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_with_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sequential_slicing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_example_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_grad_empty_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_grad_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_setgrad_lifted_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_shared_submodule_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_simple_export_for_training_strict, test/export/test_export_strict.py::StrictExportTestExport::test_simple_unbacked_view_strict, test/export/test_export_strict.py::StrictExportTestExport::test_size_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_slice_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_solver_unsupported_sympy_function_strict, test/export/test_export_strict.py::StrictExportTestExport::test_specialize_derived_dim_roots_strict, test/export/test_export_strict.py::StrictExportTestExport::test_split_const_gm_with_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_stack_trace_make_fx_strict, test/export/test_export_strict.py::StrictExportTestExport::test_stack_trace_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_primitives_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_shape_attribute_assignment_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_tensors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_static_dim_constraints_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_complicated_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_const_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclasses_parameterization_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclasses_parameterization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggest_torch_checks_with_non_negative_check_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggest_torch_checks_with_regular_check_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_new_roots_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_float_operators_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_or_sym_and_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_sqrt_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symbool_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symfloat_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_additional_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_ranges_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_shapes_collection_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_output_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_tensor_return_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_attribute_zero_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_constant_aten_to_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_constant_with_wrapped_method_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_multiple_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tolist_strict, test/export/test_export_strict.py::StrictExportTestExport::test_torch_check_eq_commutativity_strict, test/export/test_export_strict.py::StrictExportTestExport::test_torch_fn_strict, test/export/test_export_strict.py::StrictExportTestExport::test_trace_under_fake_strict, test/export/test_export_strict.py::StrictExportTestExport::test_train_eval_on_exported_preautograd_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_bincount_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_bindings_for_divisible_u_symint_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_deferred_runtime_retrace_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_expand_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_infer_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_kth_value_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_linear_layer_norm_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_noncontig_lin_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_pad_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_scalar_constructor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_slice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_to_cond_passthrough_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_to_cond_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_unsqueeze_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_buffer_update_child2parent_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_isinstance_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_shared_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_state_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_no_unroll_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_placeholder_update_child2parent_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_5_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_6_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_buf_8_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_const_preserving_3_1_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_const_preserving_3_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_6_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_9_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_preserving_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unused_aliases_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unused_constant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_use_embedding_twice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_user_input_and_buffer_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_assert_separation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_index_assertions_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_simple_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_tensor_constant_idx_strict, test/export/test_export_strict.py::StrictExportTestExport::test_wrapper_module_strict 2025-07-24T04:38:40.6997380Z 2025-07-24T04:38:42.7025910Z Running inductor/test_b2b_gemm 1/1 ... [2025-07-24 04:38:42.702379] 2025-07-24T04:38:42.7026720Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:38:42.7028840Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_b2b_gemm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:38:42.702660] 2025-07-24T04:38:45.2133560Z 2025-07-24T04:38:45.2134520Z inductor/test_b2b_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_b2b_gemm_1.1_3958cf2b91f8b47d_.log 2025-07-24T04:38:45.2135180Z 2025-07-24T04:38:47.2448250Z Running inductor/test_subgraph_choice 1/1 ... [2025-07-24 04:38:47.244656] 2025-07-24T04:38:47.2449490Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:38:47.2450350Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_subgraph_choice.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:38:47.244913] 2025-07-24T04:38:49.8870680Z 2025-07-24T04:38:49.8873050Z inductor/test_subgraph_choice 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_subgraph_choice_1.1_d97c69482b2d424b_.log 2025-07-24T04:38:49.8873630Z 2025-07-24T04:38:51.9404270Z Running inductor/test_inplace_padding 1/1 ... [2025-07-24 04:38:51.940157] 2025-07-24T04:38:51.9405120Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:38:51.9407310Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_inplace_padding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:38:51.940449] 2025-07-24T04:38:54.6089360Z 2025-07-24T04:38:54.6090200Z inductor/test_inplace_padding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inplace_padding_1.1_4d3e54b22f6e85dd_.log 2025-07-24T04:38:54.6090700Z 2025-07-24T04:38:56.6910200Z Running inductor/test_memory_planning 1/1 ... [2025-07-24 04:38:56.690807] 2025-07-24T04:38:56.6911030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:38:56.6913250Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_memory_planning.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:38:56.691094] 2025-07-24T04:38:59.2702000Z 2025-07-24T04:38:59.2702930Z inductor/test_memory_planning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_planning_1.1_056fb7bb09d6ccca_.log 2025-07-24T04:38:59.2703430Z 2025-07-24T04:39:01.3387120Z Running inductor/test_xpu_basic 1/1 ... [2025-07-24 04:39:01.338438] 2025-07-24T04:39:01.3387930Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:39:01.3390060Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_xpu_basic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:39:01.338725] 2025-07-24T04:39:04.0508700Z 2025-07-24T04:39:04.0509600Z inductor/test_xpu_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_xpu_basic_1.1_ecdeed54bc0248cb_.log 2025-07-24T04:39:04.0510070Z 2025-07-24T04:39:06.1117040Z Running inductor/test_online_softmax 1/1 ... [2025-07-24 04:39:06.111483] 2025-07-24T04:39:06.1117890Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:39:06.1120080Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_online_softmax.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:39:06.111782] 2025-07-24T04:39:08.6754130Z 2025-07-24T04:39:08.6755230Z inductor/test_online_softmax 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_online_softmax_1.1_f41d41b767906ce4_.log 2025-07-24T04:39:08.6755720Z 2025-07-24T04:39:10.7622170Z Running inductor/test_profiler 1/1 ... [2025-07-24 04:39:10.762011] 2025-07-24T04:39:10.7622960Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:39:10.7625100Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:39:10.762312] 2025-07-24T04:39:13.3319660Z 2025-07-24T04:39:13.3320520Z inductor/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_profiler_1.1_f44ba95e889828a1_.log 2025-07-24T04:39:13.3321000Z 2025-07-24T04:39:15.4103200Z Running dynamo/test_comptime 1/1 ... [2025-07-24 04:39:15.410170] 2025-07-24T04:39:15.4103950Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:39:15.4107090Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_comptime.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:39:15.410459] 2025-07-24T04:39:23.5955210Z 2025-07-24T04:39:23.5956770Z dynamo/test_comptime 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_comptime_1.1_514091754fd161f2_.log 2025-07-24T04:39:23.5960270Z Running 12 items in this shard: test/dynamo/test_comptime.py::ComptimeTests::test_get_local, test/dynamo/test_comptime.py::ComptimeTests::test_get_local_closure_variable, test/dynamo/test_comptime.py::ComptimeTests::test_graph_break, test/dynamo/test_comptime.py::ComptimeTests::test_print_bt, test/dynamo/test_comptime.py::ComptimeTests::test_print_direct, test/dynamo/test_comptime.py::ComptimeTests::test_print_disas, test/dynamo/test_comptime.py::ComptimeTests::test_print_graph, test/dynamo/test_comptime.py::ComptimeTests::test_print_guards, test/dynamo/test_comptime.py::ComptimeTests::test_print_locals, test/dynamo/test_comptime.py::ComptimeTests::test_print_single, test/dynamo/test_comptime.py::ComptimeTests::test_print_value_stack, test/dynamo/test_comptime.py::ComptimeTests::test_sleep 2025-07-24T04:39:23.5962360Z 2025-07-24T04:39:25.6252960Z Running dynamo/test_install_free_tensors 1/1 ... [2025-07-24 04:39:25.625108] 2025-07-24T04:39:25.6253970Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:39:25.6256880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_install_free_tensors.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:39:25.625389] 2025-07-24T04:39:43.3523820Z 2025-07-24T04:39:43.3524720Z dynamo/test_install_free_tensors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_install_free_tensors_1.1_ab7e03b24ad0514a_.log 2025-07-24T04:39:43.3531640Z Running 25 items in this shard: test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_breadth_linear, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_nested_linear, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_nets_as_input, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_optimizing_buffer_and_param_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_optimizing_buffer_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_optimizing_linear, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_optimizing_params_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_resnet_structure, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_simple_batchnorm, test/dynamo/test_install_free_tensors.py::InstallParamsAsGraphAttrTests::test_transformer, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_dict_of_tensor, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_global_tensor_export, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_list_of_tensor, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_modify_net_state, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_nested_list_of_tensor, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_nonlocal_closure, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_optimizing_buffer_and_param_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_optimizing_buffer_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_optimizing_params_in_input, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_resnet_structure, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_simple_batchnorm, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_simple_linear, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_tensors_as_nn_attr, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_transformer, test/dynamo/test_install_free_tensors.py::InstallParamsWhenExport::test_user_defined_object 2025-07-24T04:39:43.3538190Z 2025-07-24T04:39:45.3840810Z Running inductor/test_ordered_set 1/1 ... [2025-07-24 04:39:45.383864] 2025-07-24T04:39:45.3841630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:39:45.3843770Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_ordered_set.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:39:45.384154] 2025-07-24T04:39:48.8809060Z 2025-07-24T04:39:48.8810470Z inductor/test_ordered_set 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ordered_set_1.1_cda7b9fd963ab8ee_.log 2025-07-24T04:39:48.8928840Z Running 401 items in this shard: test/inductor/test_ordered_set.py::TestJointOps::test_and, test/inductor/test_ordered_set.py::TestJointOps::test_badcmp, test/inductor/test_ordered_set.py::TestJointOps::test_container_iterator, test/inductor/test_ordered_set.py::TestJointOps::test_contains, test/inductor/test_ordered_set.py::TestJointOps::test_cyclical_repr, test/inductor/test_ordered_set.py::TestJointOps::test_deepcopy, test/inductor/test_ordered_set.py::TestJointOps::test_difference, test/inductor/test_ordered_set.py::TestJointOps::test_do_not_rehash_dict_keys, test/inductor/test_ordered_set.py::TestJointOps::test_equality, test/inductor/test_ordered_set.py::TestJointOps::test_free_after_iterating, test/inductor/test_ordered_set.py::TestJointOps::test_gc, test/inductor/test_ordered_set.py::TestJointOps::test_intersection, test/inductor/test_ordered_set.py::TestJointOps::test_isdisjoint, test/inductor/test_ordered_set.py::TestJointOps::test_iterator_pickling, test/inductor/test_ordered_set.py::TestJointOps::test_len, test/inductor/test_ordered_set.py::TestJointOps::test_new_or_init, test/inductor/test_ordered_set.py::TestJointOps::test_or, test/inductor/test_ordered_set.py::TestJointOps::test_pickling, test/inductor/test_ordered_set.py::TestJointOps::test_setOfFrozensets, test/inductor/test_ordered_set.py::TestJointOps::test_sub, test/inductor/test_ordered_set.py::TestJointOps::test_sub_and_super, test/inductor/test_ordered_set.py::TestJointOps::test_subclass_with_custom_hash, test/inductor/test_ordered_set.py::TestJointOps::test_symmetric_difference, test/inductor/test_ordered_set.py::TestJointOps::test_union, test/inductor/test_ordered_set.py::TestJointOps::test_uniquification, test/inductor/test_ordered_set.py::TestJointOps::test_xor, test/inductor/test_ordered_set.py::TestSet::test_add, test/inductor/test_ordered_set.py::TestSet::test_and, test/inductor/test_ordered_set.py::TestSet::test_badcmp, test/inductor/test_ordered_set.py::TestSet::test_clear, test/inductor/test_ordered_set.py::TestSet::test_constructor_identity, test/inductor/test_ordered_set.py::TestSet::test_container_iterator, test/inductor/test_ordered_set.py::TestSet::test_contains, test/inductor/test_ordered_set.py::TestSet::test_copy, test/inductor/test_ordered_set.py::TestSet::test_cyclical_repr, test/inductor/test_ordered_set.py::TestSet::test_deepcopy, test/inductor/test_ordered_set.py::TestSet::test_difference, test/inductor/test_ordered_set.py::TestSet::test_difference_update, test/inductor/test_ordered_set.py::TestSet::test_discard, test/inductor/test_ordered_set.py::TestSet::test_do_not_rehash_dict_keys, test/inductor/test_ordered_set.py::TestSet::test_equality, test/inductor/test_ordered_set.py::TestSet::test_free_after_iterating, test/inductor/test_ordered_set.py::TestSet::test_gc, test/inductor/test_ordered_set.py::TestSet::test_hash, test/inductor/test_ordered_set.py::TestSet::test_iand, test/inductor/test_ordered_set.py::TestSet::test_init, test/inductor/test_ordered_set.py::TestSet::test_inplace_on_self, test/inductor/test_ordered_set.py::TestSet::test_intersection, test/inductor/test_ordered_set.py::TestSet::test_intersection_update, test/inductor/test_ordered_set.py::TestSet::test_ior, test/inductor/test_ordered_set.py::TestSet::test_isdisjoint, test/inductor/test_ordered_set.py::TestSet::test_isub, test/inductor/test_ordered_set.py::TestSet::test_iterator_pickling, test/inductor/test_ordered_set.py::TestSet::test_ixor, test/inductor/test_ordered_set.py::TestSet::test_len, test/inductor/test_ordered_set.py::TestSet::test_new_or_init, test/inductor/test_ordered_set.py::TestSet::test_or, test/inductor/test_ordered_set.py::TestSet::test_pickling, test/inductor/test_ordered_set.py::TestSet::test_pop, test/inductor/test_ordered_set.py::TestSet::test_remove, test/inductor/test_ordered_set.py::TestSet::test_remove_keyerror_set, test/inductor/test_ordered_set.py::TestSet::test_remove_keyerror_unpacking, test/inductor/test_ordered_set.py::TestSet::test_rich_compare, test/inductor/test_ordered_set.py::TestSet::test_setOfFrozensets, test/inductor/test_ordered_set.py::TestSet::test_set_literal, test/inductor/test_ordered_set.py::TestSet::test_set_literal_evaluation_order, test/inductor/test_ordered_set.py::TestSet::test_set_literal_insertion_order, test/inductor/test_ordered_set.py::TestSet::test_sub, test/inductor/test_ordered_set.py::TestSet::test_sub_and_super, test/inductor/test_ordered_set.py::TestSet::test_subclass_with_custom_hash, test/inductor/test_ordered_set.py::TestSet::test_symmetric_difference, test/inductor/test_ordered_set.py::TestSet::test_symmetric_difference_update, test/inductor/test_ordered_set.py::TestSet::test_union, test/inductor/test_ordered_set.py::TestSet::test_uniquification, test/inductor/test_ordered_set.py::TestSet::test_update, test/inductor/test_ordered_set.py::TestSet::test_weakref, test/inductor/test_ordered_set.py::TestSet::test_xor, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_length, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsEmpty::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_in, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_length, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_not_in, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsSingleton::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_in, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_length, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_not_in, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsTuple::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_length, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsTriple::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsString::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsString::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsString::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsString::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsString::test_length, test/inductor/test_ordered_set.py::TestBasicOpsString::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsString::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsString::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsString::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_length, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsBytes::test_union_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_copy, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_difference_rev, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_intersection, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_empty_union, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_equivalent_equality, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_intersection_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_isdisjoint_empty, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_issue_37219, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_iteration, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_length, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_pickling, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_repr, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_equality, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_intersection, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_isdisjoint, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_symmetric_difference, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_self_union, test/inductor/test_ordered_set.py::TestBasicOpsMixedStringBytes::test_union_empty, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_changingSizeWhileIterating, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_instanceWithException, test/inductor/test_ordered_set.py::TestExceptionPropagation::test_instancesWithoutException, test/inductor/test_ordered_set.py::TestSetOfSets::test_constructor, test/inductor/test_ordered_set.py::TestBinaryOps::test_eq, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_intersection_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_isdisjoint_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_sym_difference_superset, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_non_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_overlap, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_subset, test/inductor/test_ordered_set.py::TestBinaryOps::test_union_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_difference_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_intersection_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_sym_difference_superset, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_method_call, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_non_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_overlap, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_subset, test/inductor/test_ordered_set.py::TestUpdateOps::test_union_superset, test/inductor/test_ordered_set.py::TestMutate::test_add_absent, test/inductor/test_ordered_set.py::TestMutate::test_add_present, test/inductor/test_ordered_set.py::TestMutate::test_add_until_full, test/inductor/test_ordered_set.py::TestMutate::test_clear, test/inductor/test_ordered_set.py::TestMutate::test_discard_absent, test/inductor/test_ordered_set.py::TestMutate::test_discard_present, test/inductor/test_ordered_set.py::TestMutate::test_pop, test/inductor/test_ordered_set.py::TestMutate::test_remove_absent, test/inductor/test_ordered_set.py::TestMutate::test_remove_present, test/inductor/test_ordered_set.py::TestMutate::test_remove_until_empty, test/inductor/test_ordered_set.py::TestMutate::test_update_empty_tuple, test/inductor/test_ordered_set.py::TestMutate::test_update_unit_tuple_non_overlap, test/inductor/test_ordered_set.py::TestMutate::test_update_unit_tuple_overlap, test/inductor/test_ordered_set.py::TestSubsets::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEqualEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEqualNonEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetEmptyNonEmpty::test_issubset, test/inductor/test_ordered_set.py::TestSubsetPartial::test_issubset, test/inductor/test_ordered_set.py::TestSubsetNonOverlap::test_issubset, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_union, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_update, test/inductor/test_ordered_set.py::TestOnlySetsNumeric::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_union, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_update, test/inductor/test_ordered_set.py::TestOnlySetsDict::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_union, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_update, test/inductor/test_ordered_set.py::TestOnlySetsOperator::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_union, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_update, test/inductor/test_ordered_set.py::TestOnlySetsTuple::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsString::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsString::test_union, test/inductor/test_ordered_set.py::TestOnlySetsString::test_update, test/inductor/test_ordered_set.py::TestOnlySetsString::test_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_eq_ne, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_ge_gt_le_lt, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_intersection_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_sym_difference_update_operator, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_union, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_update, test/inductor/test_ordered_set.py::TestOnlySetsGenerator::test_update_operator, test/inductor/test_ordered_set.py::TestCopyingEmpty::test_copy, test/inductor/test_ordered_set.py::TestCopyingEmpty::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingSingleton::test_copy, test/inductor/test_ordered_set.py::TestCopyingSingleton::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingTriple::test_copy, test/inductor/test_ordered_set.py::TestCopyingTriple::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingTuple::test_copy, test/inductor/test_ordered_set.py::TestCopyingTuple::test_deep_copy, test/inductor/test_ordered_set.py::TestCopyingNested::test_copy, test/inductor/test_ordered_set.py::TestCopyingNested::test_deep_copy, test/inductor/test_ordered_set.py::TestIdentities::test_binopsVsSubsets, test/inductor/test_ordered_set.py::TestIdentities::test_commutativity, test/inductor/test_ordered_set.py::TestIdentities::test_exclusion, test/inductor/test_ordered_set.py::TestIdentities::test_summations, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_constructor, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_inline_methods, test/inductor/test_ordered_set.py::TestVariousIteratorArgs::test_inplace_methods, test/inductor/test_ordered_set.py::TestWeirdBugs::test_8420_set_merge, test/inductor/test_ordered_set.py::TestWeirdBugs::test_iter_and_mutate, test/inductor/test_ordered_set.py::TestWeirdBugs::test_merge_and_mutate, test/inductor/test_ordered_set.py::TestGraphs::test_cube, test/inductor/test_ordered_set.py::TestGraphs::test_cuboctahedron 2025-07-24T04:39:48.9002620Z 2025-07-24T04:39:50.9294140Z Running dynamo/test_list 1/1 ... [2025-07-24 04:39:50.929240] 2025-07-24T04:39:50.9294880Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:39:50.9297140Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_list.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:39:50.929520] 2025-07-24T04:39:54.1900380Z 2025-07-24T04:39:54.1901000Z dynamo/test_list 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_list_1.1_246303503e866c1c_.log 2025-07-24T04:39:54.1906770Z Running 39 items in this shard: test/dynamo/test_list.py::TupleTests::test___contains__, test/dynamo/test_list.py::TupleTests::test___getitem__, test/dynamo/test_list.py::TupleTests::test_binop_add, test/dynamo/test_list.py::TupleTests::test_binop_imul, test/dynamo/test_list.py::TupleTests::test_cmp_eq, test/dynamo/test_list.py::TupleTests::test_cmp_greater_than, test/dynamo/test_list.py::TupleTests::test_cmp_greater_than_or_equal, test/dynamo/test_list.py::TupleTests::test_cmp_less_than, test/dynamo/test_list.py::TupleTests::test_cmp_less_than_or_equal, test/dynamo/test_list.py::TupleTests::test_cmp_ne, test/dynamo/test_list.py::TupleTests::test_count, test/dynamo/test_list.py::TupleTests::test_index, test/dynamo/test_list.py::ListTests::test___contains__, test/dynamo/test_list.py::ListTests::test___delitem__, test/dynamo/test_list.py::ListTests::test___getitem__, test/dynamo/test_list.py::ListTests::test___setitem__, test/dynamo/test_list.py::ListTests::test_append, test/dynamo/test_list.py::ListTests::test_binop_add, test/dynamo/test_list.py::ListTests::test_binop_delitem_global_list, test/dynamo/test_list.py::ListTests::test_binop_iadd, test/dynamo/test_list.py::ListTests::test_binop_iadd_global_list, test/dynamo/test_list.py::ListTests::test_binop_imul, test/dynamo/test_list.py::ListTests::test_binop_imul_global_list, test/dynamo/test_list.py::ListTests::test_clear, test/dynamo/test_list.py::ListTests::test_cmp_eq, test/dynamo/test_list.py::ListTests::test_cmp_greater_than, test/dynamo/test_list.py::ListTests::test_cmp_greater_than_or_equal, test/dynamo/test_list.py::ListTests::test_cmp_less_than, test/dynamo/test_list.py::ListTests::test_cmp_less_than_or_equal, test/dynamo/test_list.py::ListTests::test_cmp_ne, test/dynamo/test_list.py::ListTests::test_copy, test/dynamo/test_list.py::ListTests::test_count, test/dynamo/test_list.py::ListTests::test_extend, test/dynamo/test_list.py::ListTests::test_index, test/dynamo/test_list.py::ListTests::test_insert, test/dynamo/test_list.py::ListTests::test_pop, test/dynamo/test_list.py::ListTests::test_remove, test/dynamo/test_list.py::ListTests::test_reverse, test/dynamo/test_list.py::ListTests::test_sort 2025-07-24T04:39:54.1912320Z 2025-07-24T04:39:56.2452230Z Running dynamo/test_unittest 1/1 ... [2025-07-24 04:39:56.245021] 2025-07-24T04:39:56.2453010Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:39:56.2455470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_unittest.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:39:56.245303] 2025-07-24T04:39:58.4888060Z 2025-07-24T04:39:58.4888730Z dynamo/test_unittest 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unittest_1.1_ad0747b2b1987a90_.log 2025-07-24T04:39:58.4889390Z Running 1 items in this shard: test/dynamo/test_unittest.py::TestUnittest::test_SkipTest 2025-07-24T04:39:58.4889670Z 2025-07-24T04:40:00.5489790Z Running dynamo/test_model_output 1/1 ... [2025-07-24 04:40:00.548750] 2025-07-24T04:40:00.5490580Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:40:00.5492720Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_model_output.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:40:00.549043] 2025-07-24T04:40:02.8635340Z 2025-07-24T04:40:02.8636180Z dynamo/test_model_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_model_output_1.1_8d71a35f762ab70a_.log 2025-07-24T04:40:02.8640130Z Running 18 items in this shard: test/dynamo/test_model_output.py::TestHFPretrained::test_pretrained, test/dynamo/test_model_output.py::TestHFPretrained::test_pretrained_non_const_attr, test/dynamo/test_model_output.py::TestModelOutput::test_mo_assign, test/dynamo/test_model_output.py::TestModelOutput::test_mo_create, test/dynamo/test_model_output.py::TestModelOutput::test_mo_from_outside, test/dynamo/test_model_output.py::TestModelOutput::test_mo_getattr, test/dynamo/test_model_output.py::TestModelOutput::test_mo_getattr_missing, test/dynamo/test_model_output.py::TestModelOutput::test_mo_getitem, test/dynamo/test_model_output.py::TestModelOutput::test_mo_index, test/dynamo/test_model_output.py::TestModelOutput::test_mo_init, test/dynamo/test_model_output.py::TestModelOutput::test_mo_init2, test/dynamo/test_model_output.py::TestModelOutput::test_mo_init_with_disable, test/dynamo/test_model_output.py::TestModelOutput::test_mo_newkey, test/dynamo/test_model_output.py::TestModelOutput::test_mo_reconstruct_bytecode, test/dynamo/test_model_output.py::TestModelOutput::test_mo_tuple, test/dynamo/test_model_output.py::TestModelOutput::test_none, test/dynamo/test_model_output.py::TestModelOutput::test_reconstruction, test/dynamo/test_model_output.py::TestModelOutputBertCPU::test_HF_bert_model_output_cpu 2025-07-24T04:40:02.8643740Z 2025-07-24T04:40:04.9229470Z Running inductor/test_cutlass_evt 1/1 ... [2025-07-24 04:40:04.922790] 2025-07-24T04:40:04.9229790Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:40:04.9231700Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cutlass_evt.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:40:04.923068] 2025-07-24T04:40:07.5855760Z 2025-07-24T04:40:07.5856320Z inductor/test_cutlass_evt 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cutlass_evt_1.1_c72f6cf1220c1ae5_.log 2025-07-24T04:40:07.5858490Z Running 8 items in this shard: test/inductor/test_cutlass_evt.py::TestCutlassEVT::test_evt_argument_codegen, test/inductor/test_cutlass_evt.py::TestCutlassEVT::test_evt_argument_codegen_return_accumulator, test/inductor/test_cutlass_evt.py::TestCutlassEVT::test_evt_codegen, test/inductor/test_cutlass_evt.py::TestCutlassEVT::test_example_tensor_creation, test/inductor/test_cutlass_evt.py::TestCutlassEVT::test_py_codegen, test/inductor/test_cutlass_evt.py::TestCutlassEVT::test_py_codegen_accumulator_return, test/inductor/test_cutlass_evt.py::TestCutlassEVT::test_py_codegen_broadcasting, test/inductor/test_cutlass_evt.py::TestCutlassEVT::test_py_codegen_disjoint_read_indexing 2025-07-24T04:40:07.5860390Z 2025-07-24T04:40:09.6369270Z Running inductor/test_helion_kernels 1/1 ... [2025-07-24 04:40:09.636714] 2025-07-24T04:40:09.6370100Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:40:09.6372310Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_helion_kernels.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:40:09.636991] 2025-07-24T04:40:12.2972200Z 2025-07-24T04:40:12.2973660Z inductor/test_helion_kernels 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_helion_kernels_1.1_b877f89074bf89cd_.log 2025-07-24T04:40:12.2974650Z Running 2 items in this shard: test/inductor/test_helion_kernels.py::HelionTests::test_add_kernel, test/inductor/test_helion_kernels.py::HelionTests::test_softmax_view_reshape 2025-07-24T04:40:12.2975160Z 2025-07-24T04:40:14.3287830Z Running dynamo/test_pgo 1/1 ... [2025-07-24 04:40:14.328571] 2025-07-24T04:40:14.3288570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:40:14.3290640Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_pgo.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:40:14.328862] 2025-07-24T04:40:21.6555410Z 2025-07-24T04:40:21.6556780Z dynamo/test_pgo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pgo_1.1_4949e17fc036263d_.log 2025-07-24T04:40:21.6558680Z Running 9 items in this shard: test/dynamo/test_pgo.py::PgoTest::test_basic, test/dynamo/test_pgo.py::PgoTest::test_different_file_paths_local_pgo, test/dynamo/test_pgo.py::PgoTest::test_distinct_compile_id, test/dynamo/test_pgo.py::PgoTest::test_njt, test/dynamo/test_pgo.py::PgoTest::test_pgo_dynamic_false, test/dynamo/test_pgo.py::PgoTest::test_pgo_dynamic_params, test/dynamo/test_pgo.py::PgoTest::test_remote_basic, test/dynamo/test_pgo.py::PgoTest::test_whitelist_ints_floats, test/dynamo/test_pgo.py::PgoTest::test_whitelist_suggestion 2025-07-24T04:40:21.6560230Z 2025-07-24T04:40:23.7977950Z Running export/test_upgrader 1/1 ... [2025-07-24 04:40:23.797629] 2025-07-24T04:40:23.7979150Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:40:23.7981270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_upgrader.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:40:23.797920] 2025-07-24T04:40:25.9450590Z 2025-07-24T04:40:25.9452380Z export/test_upgrader 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_upgrader_1.1_2896ace0b9e6c3ed_.log 2025-07-24T04:40:25.9457820Z Running 6 items in this shard: test/export/test_upgrader.py::TestUpgrader::test_field_renaming_chain_from_v0_complete, test/export/test_upgrader.py::TestUpgrader::test_field_renaming_chain_from_v0_missing_field, test/export/test_upgrader.py::TestUpgrader::test_field_renaming_from_v1_partial_chain, test/export/test_upgrader.py::TestUpgrader::test_nn_module_stack_error_handling_invalid_type, test/export/test_upgrader.py::TestUpgrader::test_nn_module_stack_transformation_from_v0, test/export/test_upgrader.py::TestUpgrader::test_nodes_without_metadata_handled_gracefully 2025-07-24T04:40:25.9461890Z 2025-07-24T04:40:28.1043100Z Running dynamo/test_guard_serialization 1/1 ... [2025-07-24 04:40:28.104085] 2025-07-24T04:40:28.1043980Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:40:28.1046770Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_guard_serialization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:40:28.104378] 2025-07-24T04:40:33.5624810Z 2025-07-24T04:40:33.5626310Z dynamo/test_guard_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_serialization_1.1_caae190a5c95367e_.log 2025-07-24T04:40:33.5651610Z Running 37 items in this shard: test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_bool_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_builtin_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_closure_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_constant_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_default_device, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_deterministic_algorithms, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_contains, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_keys_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_version, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dispatch_key_set_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dual_level, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_duplicate_input, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_empty_nn_module_hooks_dict, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_equals_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_fsdp_training_state, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_function_locals, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_function_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_functorch_stack_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_grad_mode, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_grad_mode_loading, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_hasattr_serialization, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_id_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_id_match_with_config, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_mapping_keys_check, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_name_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_nn_module, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_none_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_not_present_in_generic_dict, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_range_iterator_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_sequence_length, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_shape_env, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tensor_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tensor_subclass_metadata_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_torch_function_state, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tuple_iterator_len, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_type_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_weakref_alive 2025-07-24T04:40:33.5675850Z 2025-07-24T04:40:35.7002500Z Running inductor/test_decompose_mem_bound_mm 1/1 ... [2025-07-24 04:40:35.700057] 2025-07-24T04:40:35.7003380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:40:35.7006490Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_decompose_mem_bound_mm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:40:35.700380] 2025-07-24T04:40:38.5896650Z 2025-07-24T04:40:38.5897440Z inductor/test_decompose_mem_bound_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_decompose_mem_bound_mm_1.1_2f0b3b5ab8db05ed_.log 2025-07-24T04:40:38.5910690Z Running 36 items in this shard: test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_check_device, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_bmm_b_10240_m_2_k_2_n_2_should_decompose_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_bmm_b_10240_m_2_k_32_n_32_should_decompose_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_bmm_b_2000_m_2_k_2_n_2_should_decompose_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_bmm_cpu_b_1_m_2_k_2_n_2_should_decompose_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_bmm_cpu_b_2_m_2_k_2_n_2_should_decompose_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_20480_k_32_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_20480_k_32_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_20480_k_5_n_2_should_decompose_True_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_20480_k_5_n_2_should_decompose_True_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_2048_k_2_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_m_2048_k_2_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_20480_k_32_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_20480_k_32_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_20480_k_5_n_2_should_decompose_True_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_20480_k_5_n_2_should_decompose_True_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_2048_k_2_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_linear_mixed_precision_m_2048_k_2_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_cpu_m_1_k_64_n_16_should_decompose_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_cpu_m_1_k_64_n_32_should_decompose_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_cpu_m_2_k_64_n_16_should_decompose_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_20480_k_32_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_20480_k_32_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_20480_k_5_n_2_should_decompose_True_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_20480_k_5_n_2_should_decompose_True_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_2048_k_2_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_m_2048_k_2_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_20480_k_32_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_20480_k_32_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_20480_k_5_n_2_should_decompose_True_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_20480_k_5_n_2_should_decompose_True_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_2048_k_2_n_2_should_decompose_False_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_decompose_mm_mixed_precision_m_2048_k_2_n_2_should_decompose_False_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_dynamic_shape_m_20480_k_5_n_2_should_decompose_True_has_bias_False, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_dynamic_shape_m_20480_k_5_n_2_should_decompose_True_has_bias_True, test/inductor/test_decompose_mem_bound_mm.py::TestDecomposeMemMM::test_realize_input 2025-07-24T04:40:38.5922950Z 2025-07-24T04:40:40.6725470Z Running dynamo/test_graph_deduplication 1/1 ... [2025-07-24 04:40:40.672320] 2025-07-24T04:40:40.6726760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:40:40.6728970Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_graph_deduplication.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:40:40.672621] 2025-07-24T04:40:44.3083020Z 2025-07-24T04:40:44.3083800Z dynamo/test_graph_deduplication 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_deduplication_1.1_06757b76a357fcc4_.log 2025-07-24T04:40:44.3088290Z Running 15 items in this shard: test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_autocast_ordering, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_arg_and_additional_deps, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_complex, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_no_cycle, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_simple, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_single_node, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_two_node, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_dependent_subgraphs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_input_aliasing, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_input_mutation, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_multiple_subgraphs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_mutation_ordering, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_output_nodes_last, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_single_subgraph, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_single_subgraph2 2025-07-24T04:40:44.3092310Z 2025-07-24T04:40:46.4299800Z Running inductor/test_benchmarking 1/1 ... [2025-07-24 04:40:46.429788] 2025-07-24T04:40:46.4300630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:40:46.4303490Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_benchmarking.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:40:46.430094] 2025-07-24T04:40:49.5623040Z 2025-07-24T04:40:49.5623720Z inductor/test_benchmarking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_benchmarking_1.1_d99cbc7f122dbf26_.log 2025-07-24T04:40:49.5629280Z Running 12 items in this shard: test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_cpu_smoke_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_cpu_smoke_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_gpu_smoke_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_gpu_smoke_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_many_devices_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_many_devices_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_no_devices_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_no_devices_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls0_device_cpu, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls0_device_mps, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls1_device_cpu, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls1_device_mps 2025-07-24T04:40:49.5632980Z 2025-07-24T04:40:51.6762850Z Running dynamo/test_profiler 1/1 ... [2025-07-24 04:40:51.676133] 2025-07-24T04:40:51.6763170Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:40:51.6765160Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:40:51.676415] 2025-07-24T04:40:59.3274140Z 2025-07-24T04:40:59.3276190Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_7fdae01922daf295_.log 2025-07-24T04:40:59.3284390Z Running 11 items in this shard: test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_backend_compile, test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_isolated, test/dynamo/test_profiler.py::DynamoProfilerTests::test_execution_trace_dynamic_shapes, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_list_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_runtime, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup_profiler_step, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_dynamo_compiled_region, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_enabled, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_record_function_ignore 2025-07-24T04:40:59.3291630Z 2025-07-24T04:41:01.4502470Z Running functorch/test_eager_transforms 1/1 ... [2025-07-24 04:41:01.450002] 2025-07-24T04:41:01.4503310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:41:01.4505510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'functorch/test_eager_transforms.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:41:01.450290] 2025-07-24T04:41:12.5976330Z 2025-07-24T04:41:12.5977890Z functorch/test_eager_transforms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_eager_transforms_1.1_cefc2c0a2a1e6cae_.log 2025-07-24T04:41:12.6082560Z Running 355 items in this shard: test/functorch/test_eager_transforms.py::TestSliceArgnums::test_argnums_reorders, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_duplicate_argnums, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_negative_int_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_positive_int_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_flat_args_with_tuple_argnum, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_invalid_argnum_type, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_not_enough_argnums, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_out_of_bounds_argnum_values, test/functorch/test_eager_transforms.py::TestSliceArgnums::test_pytree_args, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_buffer_tying, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_combine_state_for_ensemble_error, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_combine_state_for_ensemble_smoke, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_correctness_mnist_mechanism_functional_call, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_correctness_mnist_mechanism_make_functional, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_disable_autograd_tracking_disable_autograd_tracking_False, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_disable_autograd_tracking_disable_autograd_tracking_True, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_make_functional_state_correctly_returned_after_forward_mechanism_functional_call, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_make_functional_state_correctly_returned_after_forward_mechanism_make_functional, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_parameter_tying, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_parameter_tying_ensemble, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_parameter_tying_grad, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_error, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_leaf, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_mismatch_error, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_stack_module_state_smoke, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_using_detach_functional_call_detach_params_False, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_using_detach_functional_call_detach_params_True, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_with_buffers_disable_autograd_tracking_disable_autograd_tracking_False, test/functorch/test_eager_transforms.py::TestMakeFunctional::test_with_buffers_disable_autograd_tracking_disable_autograd_tracking_True, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_advanced_indexing_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_argnums_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_composed_with_autograd_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_composite_complicated_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_composite_simple_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_composite_two_ops_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_conj_bit_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_dtype_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_escaped_wrappers_are_ignored_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_escaped_wrappers_are_marked_as_dead_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_fn_with_kwargs_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_functional_init_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_functional_init_with_buffers_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_grad_aux_pytree_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_grad_aux_tensor_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_grad_of_vjp_composition_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_grad_of_vjp_of_grad_composition_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_grad_pytree_inputs_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_inplace_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_inplace_on_captures_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_inplace_on_view_base_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_inplace_on_view_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_invalid_argnums_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_is_cuda_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_manual_seed_inside_grad_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_negative_argnums_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_nesting_simple_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_no_grad_inside_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_no_grad_mixed_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_no_grad_nested_complicated_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_no_grad_nested_simple_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_no_grad_outside_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_no_grad_outside_vjp_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_no_grad_outside_vjp_fn_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_no_grad_outside_vjp_only_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_no_grad_value_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_numel_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_out_of_order_argnums_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_primitive_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_print_captured_tensor_inside_transform_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_shape_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_tensor_ctor_inside_grad_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_tensor_print_grad_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_tensor_print_grad_grad_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_tensor_print_vmap_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_tensor_print_vmap_grad_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_tensor_print_vmap_vmap_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_unrelated_grad_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_unrelated_hessian_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_unrelated_vjp_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_unrelated_vjp_multiple_inputs_outputs_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_view_inplace_simple_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_views_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_vjp_aux_pytree_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_vjp_aux_tensor_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_vjp_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_vjp_of_grad_composition_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_vjp_outputs_can_any_pytree_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_vjp_pytree_error_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_vjp_pytree_input_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_vjp_pytree_output_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_vjp_two_outputs_cpu, test/functorch/test_eager_transforms.py::TestGradTransformCPU::test_zero_grad_cpu, test/functorch/test_eager_transforms.py::TestVmapOfGradCPU::test_log_softmax_cpu, test/functorch/test_eager_transforms.py::TestVmapOfGradCPU::test_new_empty_materializes_tensor_cpu, test/functorch/test_eager_transforms.py::TestVmapOfGradCPU::test_new_zeros_materializes_tensor_cpu, test/functorch/test_eager_transforms.py::TestVmapOfGradCPU::test_per_sample_grads_embeddingnet_mechanism_functional_call_cpu, test/functorch/test_eager_transforms.py::TestVmapOfGradCPU::test_per_sample_grads_embeddingnet_mechanism_make_functional_cpu, test/functorch/test_eager_transforms.py::TestVmapOfGradCPU::test_per_sample_grads_inplace_view_cpu, test/functorch/test_eager_transforms.py::TestVmapOfGradCPU::test_per_sample_grads_simple_cpu, test/functorch/test_eager_transforms.py::TestJacCPU::test_against_reference_correctness_different_devices_jacfwd_cpu, test/functorch/test_eager_transforms.py::TestJacCPU::test_against_reference_correctness_different_devices_jacrev_cpu, test/functorch/test_eager_transforms.py::TestJacCPU::test_against_reference_default_arg_jacfwd_cpu, test/functorch/test_eager_transforms.py::TestJacCPU::test_against_reference_default_arg_jacrev_cpu, test/functorch/test_eager_transforms.py::TestJacCPU::test_against_reference_multi_input_jacfwd_cpu, 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test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_grad_grad_sum_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_grad_name_wrapping_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_grad_sum_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_no_grad_inside_grad_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_no_grad_outside_grad_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_vmap_grad_sum_cpu, test/functorch/test_eager_transforms.py::TestHigherOrderOperatorInteractionCPU::test_vmap_sum_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fake_tensors_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fx_multi_out_op_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fx_out_op_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fx_reapply_views_simple_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fx_simple_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_fx_transpose_simple_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_grad_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_nonfunctional_output_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_opt_tensor_list_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_optional_tensorlist1_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_functionalize_optional_tensorlist2_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_inplace_view_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_linear_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_multioutput_inplace_slice_view_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_multioutput_view_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_resize_program_inputs_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_simple_view_cpu, test/functorch/test_eager_transforms.py::TestFunctionalizeCPU::test_vmap_functionalize_jvp_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_input_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_input_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_neither_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_neither_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_output_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_jvp_save_tensors_output_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_input_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_input_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_neither_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_neither_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_output_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_False_save_for_vjp_save_tensors_output_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_input_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_input_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_neither_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_neither_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_output_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_jvp_save_tensors_output_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_input_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_input_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_neither_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_neither_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_output_mark_dirty_False_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_function_returns_input_inner_requires_grad_True_save_for_vjp_save_tensors_output_mark_dirty_True_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_grad_fn_name_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_needs_input_grads_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_once_differentiable_autograd_vjp_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_once_differentiable_grad_vjp_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionCPU::test_set_materialize_grads_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_has_vmap_staticmethod_and_has_generate_vmap_rule_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_in_dims_multiple_inputs_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_in_dims_single_input_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_incompatible_out_dims_error_msg_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_info_object_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_kwarg_only_tensors_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_no_vmap_staticmethod_and_no_generate_vmap_rule_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_none_returns_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_should_have_two_returns_cpu, test/functorch/test_eager_transforms.py::TestAutogradFunctionVmapAPICPU::test_skips_empty_layer_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_CtxWithSavedTensors_error_if_name_collision_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_CtxWithSavedTensors_nesting_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_CtxWithSavedTensors_overrides_saved_tensors_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_CtxWithSavedTensors_passthrough_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_debug_unwrap_cpu, test/functorch/test_eager_transforms.py::TestHelpersCPU::test_reductify_leaf_cpu, test/functorch/test_eager_transforms.py::TestCompileTransformsCPU::test_compile_vmap_hessian_cpu, test/functorch/test_eager_transforms.py::TestCompileTransformsCPU::test_grad_deprecated_api_cpu 2025-07-24T04:41:12.6175000Z 2025-07-24T04:41:14.7382050Z Running inductor/test_block_analysis 1/1 ... [2025-07-24 04:41:14.738000] 2025-07-24T04:41:14.7382880Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:41:14.7384730Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_block_analysis.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:41:14.738296] 2025-07-24T04:41:17.6738720Z 2025-07-24T04:41:17.6752800Z inductor/test_block_analysis 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_block_analysis_1.1_a7b158ba9426cd3d_.log 2025-07-24T04:41:17.6766000Z Running 10 items in this shard: test/inductor/test_block_analysis.py::BlockAnalysisTest::test_affine_identity_stride_3_symbol2_expr2, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_affine_identity_stride_4_symbol1_expr1, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_affine_identity_stride_5_symbol0_expr0, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_index_with_dynamic_shapes, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_mod_div_identity_dims0_strides0_symbol0_expr0, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_mod_div_identity_dims1_strides1_symbol1_expr1, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_mod_div_identity_dims2_strides2_symbol2_expr2, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_subexpr_identity_symbol0_expr0_subexpr0, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_subexpr_identity_symbol1_expr1_subexpr1, test/inductor/test_block_analysis.py::BlockAnalysisTest::test_subexpr_identity_symbol2_expr2_subexpr2 2025-07-24T04:41:17.6770280Z 2025-07-24T04:41:19.7970760Z Running dynamo/test_backward_higher_order_ops 1/1 ... [2025-07-24 04:41:19.796831] 2025-07-24T04:41:19.7971680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:41:19.7974330Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_backward_higher_order_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:41:19.797127] 2025-07-24T04:41:26.7876530Z 2025-07-24T04:41:26.7877310Z dynamo/test_backward_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_backward_higher_order_ops_1.1_1a7527ff5646f6ce_.log 2025-07-24T04:41:26.7879840Z Running 7 items in this shard: test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_eager, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2_compiled_autograd, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2_compiled_autograd_graph_breaks, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_in_pt2_compiled_autograd_side_effect, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_make_bw, test/dynamo/test_backward_higher_order_ops.py::BackwardHigherOrderOpTests::test_invoke_make_fx_forward_contrived 2025-07-24T04:41:26.7881930Z 2025-07-24T04:41:28.8447290Z Running inductor/test_memory 1/1 ... [2025-07-24 04:41:28.844445] 2025-07-24T04:41:28.8448080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:41:28.8450190Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_memory.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:41:28.844741] 2025-07-24T04:41:31.4159310Z 2025-07-24T04:41:31.4161200Z inductor/test_memory 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_1.1_5fea43dd913156e3_.log 2025-07-24T04:41:31.4162390Z 2025-07-24T04:41:33.4616380Z Running dynamo/test_base_hop 1/1 ... [2025-07-24 04:41:33.461488] 2025-07-24T04:41:33.4616700Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:41:33.4619170Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:41:33.461815] 2025-07-24T04:41:36.5796960Z 2025-07-24T04:41:36.5798380Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_3365c5752f3419fa_.log 2025-07-24T04:41:36.5800770Z Running 11 items in this shard: test/dynamo/test_base_hop.py::BaseHOPTest::test_aliasing_mutation_error, test/dynamo/test_base_hop.py::BaseHOPTest::test_aot_eager, test/dynamo/test_base_hop.py::BaseHOPTest::test_auto_functionalize, test/dynamo/test_base_hop.py::BaseHOPTest::test_dynamo, test/dynamo/test_base_hop.py::BaseHOPTest::test_eager_call, test/dynamo/test_base_hop.py::BaseHOPTest::test_int_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_none_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out_with_mutation, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return_with_mutation 2025-07-24T04:41:36.5802970Z 2025-07-24T04:41:36.9550460Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-07-24T04:41:36.9551050Z Uploading artifacts took 0.00 seconds 2025-07-24T04:41:38.6082900Z Running dynamo/test_sources 1/1 ... [2025-07-24 04:41:38.608078] 2025-07-24T04:41:38.6083680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:41:38.6085790Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_sources.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:41:38.608361] 2025-07-24T04:41:40.9769120Z 2025-07-24T04:41:40.9769800Z dynamo/test_sources 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sources_1.1_594f67f631d21003_.log 2025-07-24T04:41:40.9771120Z Running 3 items in this shard: test/dynamo/test_sources.py::SourceTests::test_is_local, test/dynamo/test_sources.py::SourceTests::test_property_closure, test/dynamo/test_sources.py::SourceTests::test_supported_nodes 2025-07-24T04:41:40.9771690Z 2025-07-24T04:41:42.9719350Z Running dynamo/test_precompile_context 1/1 ... [2025-07-24 04:41:42.971731] 2025-07-24T04:41:42.9720210Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:41:42.9722380Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_precompile_context.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:41:42.972031] 2025-07-24T04:41:45.5880850Z 2025-07-24T04:41:45.5881690Z dynamo/test_precompile_context 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_precompile_context_1.1_7ff4a2e68bbfcb4d_.log 2025-07-24T04:41:45.5882690Z Running 2 items in this shard: test/dynamo/test_precompile_context.py::PrecompileContextTests::test_basic, test/dynamo/test_precompile_context.py::PrecompileContextTests::test_serialize_by_key 2025-07-24T04:41:45.5883230Z 2025-07-24T04:41:47.6338450Z Running dynamo/test_compiler_bisector 1/1 ... [2025-07-24 04:41:47.633624] 2025-07-24T04:41:47.6339300Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:41:47.6341480Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_compiler_bisector.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:41:47.633914] 2025-07-24T04:41:50.2789000Z 2025-07-24T04:41:50.2790350Z dynamo/test_compiler_bisector 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compiler_bisector_1.1_458ccfda3de3df86_.log 2025-07-24T04:41:50.2792390Z Running 7 items in this shard: test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_bad_decomp, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_bad_lowering, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_crossref, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_eager_backend, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_emulate_precision_casts, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_joint_graph, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_rng 2025-07-24T04:41:50.2794170Z 2025-07-24T04:41:52.3180780Z Running dynamo/test_package 1/1 ... [2025-07-24 04:41:52.317903] 2025-07-24T04:41:52.3181530Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:41:52.3184120Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:41:52.318194] 2025-07-24T04:42:09.3014790Z 2025-07-24T04:42:09.3017390Z dynamo/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_package_1.1_1e51bdf262f233ba_.log 2025-07-24T04:42:09.3028420Z Running 43 items in this shard: test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_autotune_cache_device_cuda, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_autotune_cache_device_xpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_graph_breaks_device_cpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_graph_breaks_device_cuda, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_graph_breaks_device_xpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_lazy_backward_device_cpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_lazy_backward_device_cuda, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_lazy_backward_device_xpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_recompiles_device_cpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_recompiles_device_cuda, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_recompiles_device_xpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_serialize_device_cpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_serialize_device_cuda, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_serialize_device_xpu, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_eager_device_cpu, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_eager_device_cuda, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_eager_device_xpu, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_inductor_device_cpu, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_inductor_device_cuda, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_inductor_device_xpu, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_eager_device_cpu, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_eager_device_cuda, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_eager_device_xpu, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_inductor_device_cpu, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_inductor_device_cuda, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_inductor_device_xpu, test/dynamo/test_package.py::TestPackage::test_dynamo_cache_manual_load_device_cpu, test/dynamo/test_package.py::TestPackage::test_dynamo_cache_manual_load_device_cuda, test/dynamo/test_package.py::TestPackage::test_dynamo_cache_manual_load_device_xpu, test/dynamo/test_package.py::TestPackage::test_file_change, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_eager_device_cpu, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_eager_device_cuda, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_eager_device_xpu, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_inductor_device_cpu, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_inductor_device_cuda, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_inductor_device_xpu, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_eager_device_cpu, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_eager_device_cuda, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_eager_device_xpu, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_inductor_device_cpu, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_inductor_device_cuda, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_inductor_device_xpu, test/dynamo/test_package.py::TestPackage::test_nn_module 2025-07-24T04:42:09.3038090Z 2025-07-24T04:42:11.3271460Z Running inductor/test_alignment 1/1 ... [2025-07-24 04:42:11.326960] 2025-07-24T04:42:11.3272260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:42:11.3275030Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_alignment.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:42:11.327248] 2025-07-24T04:42:21.8683080Z 2025-07-24T04:42:21.8683790Z inductor/test_alignment 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_alignment_1.1_79d8892601718136_.log 2025-07-24T04:42:21.8686870Z Running 12 items in this shard: test/inductor/test_alignment.py::CpuTests::test_Q4_K_dequantization_cpu, test/inductor/test_alignment.py::CpuTests::test_alignment_without_custom_op_cpu, test/inductor/test_alignment.py::CpuTests::test_incorrect_meta_for_custom_op_2d_cpu, test/inductor/test_alignment.py::CpuTests::test_no_align_for_custom_op_2d_cpu, test/inductor/test_alignment.py::CpuTests::test_no_align_for_custom_op_cpu, test/inductor/test_alignment.py::CpuTests::test_slice_cpu, test/inductor/test_alignment.py::CpuTests::test_slice_view_dtype_size_1024_cpu, test/inductor/test_alignment.py::CpuTests::test_slice_view_dtype_size_1048576_cpu, test/inductor/test_alignment.py::CpuTests::test_slice_view_dtype_size_128_cpu, test/inductor/test_alignment.py::CpuTests::test_unaligned_input_2d_cpu, test/inductor/test_alignment.py::CpuTests::test_unaligned_input_cpu, test/inductor/test_alignment.py::CpuTests::test_view_dtype_slice_cpu 2025-07-24T04:42:21.8689170Z 2025-07-24T04:42:23.9239870Z Running test_model_exports_to_core_aten 1/1 ... [2025-07-24 04:42:23.923694] 2025-07-24T04:42:23.9240720Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:42:23.9242910Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:42:23.923994] 2025-07-24T04:42:26.1870970Z 2025-07-24T04:42:26.1871570Z test_model_exports_to_core_aten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_model_exports_to_core_aten_1.1_633e2fdc233fb424_.log 2025-07-24T04:42:26.1872370Z Running 1 items in this shard: test/test_model_exports_to_core_aten.py::TestQuantizePT2EModels::test_vit_aten_export 2025-07-24T04:42:26.1872700Z 2025-07-24T04:42:28.2021490Z Running dynamo/test_modes 1/1 ... [2025-07-24 04:42:28.201934] 2025-07-24T04:42:28.2022290Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:42:28.2024380Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_modes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:42:28.202232] 2025-07-24T04:42:54.6945670Z 2025-07-24T04:42:54.6946300Z dynamo/test_modes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modes_1.1_58153b67c947bc63_.log 2025-07-24T04:42:54.6959880Z Running 24 items in this shard: test/dynamo/test_modes.py::TorchDispatchModeTests::test_skip_torch_dispatch_modes, test/dynamo/test_modes.py::TorchFunctionModeTests::test_builtin_equivalent_funcs, test/dynamo/test_modes.py::TorchFunctionModeTests::test_error_empty_stack_pop_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_expand, test/dynamo/test_modes.py::TorchFunctionModeTests::test_flex_attention, test/dynamo/test_modes.py::TorchFunctionModeTests::test_intermedate_torch_function_mode_construction_mutation, test/dynamo/test_modes.py::TorchFunctionModeTests::test_is_torch_function_all_disabled, test/dynamo/test_modes.py::TorchFunctionModeTests::test_len_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_nested_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_pop_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_push_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_register_hook, test/dynamo/test_modes.py::TorchFunctionModeTests::test_stack_state_clear_default_device, test/dynamo/test_modes.py::TorchFunctionModeTests::test_stack_state_mutation_default_device, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_and_pop_graph_break, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_and_pop_graph_break_mutation, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_disable, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_enabled_guard, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_enter_exit, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_graph_break, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_guards_cpp, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_guards_py, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_highest_priority, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_restore_on_exc 2025-07-24T04:42:54.6974030Z 2025-07-24T04:42:56.7866550Z Running inductor/test_mps_basic 1/1 ... [2025-07-24 04:42:56.786439] 2025-07-24T04:42:56.7867360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:42:56.7878040Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_mps_basic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:42:56.786743] 2025-07-24T04:43:21.1473360Z 2025-07-24T04:43:21.1474800Z inductor/test_mps_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mps_basic_1.1_7e497e86a6c3c783_.log 2025-07-24T04:43:21.1494680Z Running 40 items in this shard: test/inductor/test_mps_basic.py::MPSBasicTests::test_acos, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_bfloat16, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_bool, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_complex64, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_float16, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_float32, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_int16, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_int32, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_int64, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_int8, test/inductor/test_mps_basic.py::MPSBasicTests::test_add_uint8, test/inductor/test_mps_basic.py::MPSBasicTests::test_atanh, test/inductor/test_mps_basic.py::MPSBasicTests::test_broadcast, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_bfloat16, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_bool, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_complex64, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_float16, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_float32, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_int16, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_int32, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_int64, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_int8, test/inductor/test_mps_basic.py::MPSBasicTests::test_cast_uint8, test/inductor/test_mps_basic.py::MPSBasicTests::test_cholesky, test/inductor/test_mps_basic.py::MPSBasicTests::test_compile_numpy_scalar, test/inductor/test_mps_basic.py::MPSBasicTests::test_conv_transpose_channels_last, test/inductor/test_mps_basic.py::MPSBasicTests::test_floor, test/inductor/test_mps_basic.py::MPSBasicTests::test_inplace, test/inductor/test_mps_basic.py::MPSBasicTests::test_log, test/inductor/test_mps_basic.py::MPSBasicTests::test_rms_norm_nograd, test/inductor/test_mps_basic.py::MPSBasicTests::test_sign, test/inductor/test_mps_basic.py::MPSBasicTests::test_sliced_input, test/inductor/test_mps_basic.py::MPSBasicTests::test_where, test/inductor/test_mps_basic.py::MPSBasicTestsAOTI::test_add_mps, test/inductor/test_mps_basic.py::MPSBasicTestsAOTI::test_c10, test/inductor/test_mps_basic.py::MPSBasicTestsAOTI::test_dynamic_cat, test/inductor/test_mps_basic.py::MPSBasicTestsAOTI::test_fallback_mps, test/inductor/test_mps_basic.py::MPSBasicTestsAOTI::test_reuse_kernel, test/inductor/test_mps_basic.py::MPSBasicTestsAOTI::test_simple_dynamic, test/inductor/test_mps_basic.py::MPSBasicTestsAOTI::test_two_const 2025-07-24T04:43:21.1513380Z 2025-07-24T04:43:23.3139080Z Running inductor/test_compile 1/1 ... [2025-07-24 04:43:23.313716] 2025-07-24T04:43:23.3139870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:43:23.3142060Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:43:23.314009] 2025-07-24T04:43:32.4046840Z 2025-07-24T04:43:32.4047620Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_a220cf86052ea9b4_.log 2025-07-24T04:43:32.4050250Z Running 8 items in this shard: test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_bare_module, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export1, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export2, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_dict_input, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_tensor_return, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_make_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_op_with_multiple_outputs 2025-07-24T04:43:32.4052130Z 2025-07-24T04:43:34.4304930Z Running inductor/test_cudagraph_trees_expandable_segments 1/1 ... [2025-07-24 04:43:34.430292] 2025-07-24T04:43:34.4306340Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:43:34.4309000Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_cudagraph_trees_expandable_segments.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:43:34.430595] 2025-07-24T04:43:37.1009190Z 2025-07-24T04:43:37.1011020Z inductor/test_cudagraph_trees_expandable_segments 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudagraph_trees_expandable_segments_1.1_a5ff55bf16b0e927_.log 2025-07-24T04:43:37.1013450Z 2025-07-24T04:43:39.2249880Z Running export/test_swap 1/1 ... [2025-07-24 04:43:39.224775] 2025-07-24T04:43:39.2251250Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:43:39.2253310Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_swap.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:43:39.225081] 2025-07-24T04:43:44.3737240Z 2025-07-24T04:43:44.3737990Z export/test_swap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_swap_1.1_6e12c0415b322cb0_.log 2025-07-24T04:43:44.3741880Z Running 18 items in this shard: test/export/test_swap.py::TestSwap_nonstrict::test_custom_input_args, test/export/test_swap.py::TestSwap_nonstrict::test_custom_input_kwargs, test/export/test_swap.py::TestSwap_nonstrict::test_custom_output, test/export/test_swap.py::TestSwap_nonstrict::test_dedup_sym_size, test/export/test_swap.py::TestSwap_nonstrict::test_nested_leaf, test/export/test_swap.py::TestSwap_nonstrict::test_remove_duplicate_pytree_different_order, test/export/test_swap.py::TestSwap_nonstrict::test_remove_duplicate_pytree_simple, test/export/test_swap.py::TestSwap_nonstrict::test_unflatten_preserve_signature, test/export/test_swap.py::TestSwap_nonstrict::test_unflatten_preserve_with_unused_input, test/export/test_swap.py::TestSwap_strict::test_custom_input_args, test/export/test_swap.py::TestSwap_strict::test_custom_input_kwargs, test/export/test_swap.py::TestSwap_strict::test_custom_output, test/export/test_swap.py::TestSwap_strict::test_dedup_sym_size, test/export/test_swap.py::TestSwap_strict::test_nested_leaf, test/export/test_swap.py::TestSwap_strict::test_remove_duplicate_pytree_different_order, test/export/test_swap.py::TestSwap_strict::test_remove_duplicate_pytree_simple, test/export/test_swap.py::TestSwap_strict::test_unflatten_preserve_signature, test/export/test_swap.py::TestSwap_strict::test_unflatten_preserve_with_unused_input 2025-07-24T04:43:44.3745410Z 2025-07-24T04:43:46.4210670Z Running inductor/test_torchbind 1/1 ... [2025-07-24 04:43:46.420843] 2025-07-24T04:43:46.4211480Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:43:46.4213650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_torchbind.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:43:46.421141] 2025-07-24T04:43:49.1323010Z 2025-07-24T04:43:49.1324310Z inductor/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchbind_1.1_be84be2a6ff6e7ec_.log 2025-07-24T04:43:49.1328150Z Running 16 items in this shard: test/inductor/test_torchbind.py::TestTorchbind::test_aoti_torchbind_name_collision, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_aot_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_aot_compile_constant_folding, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_aoti, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_compile_gpu_op_symint_graph_partition, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_compile_symint, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_config_not_generated, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_get_buf_bytes, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_hop_schema, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_hop_schema_no_input, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_hop_schema_no_output, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_inductor, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_input_aot_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_list_return_aot_compile, test/inductor/test_torchbind.py::TestTorchbind::test_torchbind_queue 2025-07-24T04:43:49.1331810Z 2025-07-24T04:43:51.1656530Z Running dynamo/test_sets 1/1 ... [2025-07-24 04:43:51.165445] 2025-07-24T04:43:51.1657260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:43:51.1659540Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_sets.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:43:51.165741] 2025-07-24T04:43:56.4240740Z 2025-07-24T04:43:56.4241370Z dynamo/test_sets 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sets_1.1_480559c85d44ac6d_.log 2025-07-24T04:43:56.4261390Z Running 124 items in this shard: test/dynamo/test_sets.py::CustomSetTests::test_custom_add, test/dynamo/test_sets.py::CustomSetTests::test_custom_contains, test/dynamo/test_sets.py::MiscTests::test_isdisjoint_with_generator, test/dynamo/test_sets.py::TestSetGuards::test_in_guard, test/dynamo/test_sets.py::TestSetGuards::test_set_guard_on_keys_change, test/dynamo/test_sets.py::TestSetGuards::test_set_multiple_types, test/dynamo/test_sets.py::TestSetGuards::test_set_recompile_on_key_change, test/dynamo/test_sets.py::TestSetGuards::test_set_recompile_on_key_pop, test/dynamo/test_sets.py::TestSetGuards::test_set_with_function, test/dynamo/test_sets.py::TestSetGuards::test_set_with_tensors, test/dynamo/test_sets.py::FrozensetTests::test_binop_and, test/dynamo/test_sets.py::FrozensetTests::test_binop_or, test/dynamo/test_sets.py::FrozensetTests::test_binop_sub, test/dynamo/test_sets.py::FrozensetTests::test_binop_xor, test/dynamo/test_sets.py::FrozensetTests::test_cmp_eq, test/dynamo/test_sets.py::FrozensetTests::test_cmp_greater_than, test/dynamo/test_sets.py::FrozensetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::FrozensetTests::test_cmp_less_than, test/dynamo/test_sets.py::FrozensetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::FrozensetTests::test_cmp_ne, test/dynamo/test_sets.py::FrozensetTests::test_constructor_iterable, test/dynamo/test_sets.py::FrozensetTests::test_contains, test/dynamo/test_sets.py::FrozensetTests::test_copy, test/dynamo/test_sets.py::FrozensetTests::test_difference, test/dynamo/test_sets.py::FrozensetTests::test_equality, test/dynamo/test_sets.py::FrozensetTests::test_in_frozenset, test/dynamo/test_sets.py::FrozensetTests::test_intersection, test/dynamo/test_sets.py::FrozensetTests::test_isdisjoint, test/dynamo/test_sets.py::FrozensetTests::test_issubset, test/dynamo/test_sets.py::FrozensetTests::test_issuperset, test/dynamo/test_sets.py::FrozensetTests::test_symmetric_difference, test/dynamo/test_sets.py::FrozensetTests::test_to_frozenset, test/dynamo/test_sets.py::FrozensetTests::test_to_set, test/dynamo/test_sets.py::FrozensetTests::test_union, test/dynamo/test_sets.py::SetTests::test_add, test/dynamo/test_sets.py::SetTests::test_binop_and, test/dynamo/test_sets.py::SetTests::test_binop_or, test/dynamo/test_sets.py::SetTests::test_binop_sub, test/dynamo/test_sets.py::SetTests::test_binop_xor, test/dynamo/test_sets.py::SetTests::test_clear, test/dynamo/test_sets.py::SetTests::test_cmp_eq, test/dynamo/test_sets.py::SetTests::test_cmp_greater_than, test/dynamo/test_sets.py::SetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::SetTests::test_cmp_less_than, test/dynamo/test_sets.py::SetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::SetTests::test_cmp_ne, test/dynamo/test_sets.py::SetTests::test_constructor_iterable, test/dynamo/test_sets.py::SetTests::test_contains, test/dynamo/test_sets.py::SetTests::test_copy, test/dynamo/test_sets.py::SetTests::test_difference, test/dynamo/test_sets.py::SetTests::test_difference_update, test/dynamo/test_sets.py::SetTests::test_discard, test/dynamo/test_sets.py::SetTests::test_equality, test/dynamo/test_sets.py::SetTests::test_in_frozenset, test/dynamo/test_sets.py::SetTests::test_intersection, test/dynamo/test_sets.py::SetTests::test_intersection_update, test/dynamo/test_sets.py::SetTests::test_isdisjoint, test/dynamo/test_sets.py::SetTests::test_issubset, test/dynamo/test_sets.py::SetTests::test_issuperset, test/dynamo/test_sets.py::SetTests::test_pop, test/dynamo/test_sets.py::SetTests::test_remove, test/dynamo/test_sets.py::SetTests::test_symmetric_difference, test/dynamo/test_sets.py::SetTests::test_symmetric_difference_update, test/dynamo/test_sets.py::SetTests::test_to_frozenset, test/dynamo/test_sets.py::SetTests::test_to_set, test/dynamo/test_sets.py::SetTests::test_union, test/dynamo/test_sets.py::SetTests::test_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_add, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_and, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_or, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_sub, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_xor, test/dynamo/test_sets.py::UserDefinedSetTests::test_clear, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_eq, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_greater_than, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_less_than, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_ne, test/dynamo/test_sets.py::UserDefinedSetTests::test_constructor_iterable, test/dynamo/test_sets.py::UserDefinedSetTests::test_contains, test/dynamo/test_sets.py::UserDefinedSetTests::test_copy, test/dynamo/test_sets.py::UserDefinedSetTests::test_difference, test/dynamo/test_sets.py::UserDefinedSetTests::test_difference_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_discard, test/dynamo/test_sets.py::UserDefinedSetTests::test_equality, test/dynamo/test_sets.py::UserDefinedSetTests::test_in_frozenset, test/dynamo/test_sets.py::UserDefinedSetTests::test_intersection, test/dynamo/test_sets.py::UserDefinedSetTests::test_intersection_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_isdisjoint, test/dynamo/test_sets.py::UserDefinedSetTests::test_issubset, test/dynamo/test_sets.py::UserDefinedSetTests::test_issuperset, test/dynamo/test_sets.py::UserDefinedSetTests::test_pop, test/dynamo/test_sets.py::UserDefinedSetTests::test_remove, test/dynamo/test_sets.py::UserDefinedSetTests::test_symmetric_difference, test/dynamo/test_sets.py::UserDefinedSetTests::test_symmetric_difference_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_to_frozenset, test/dynamo/test_sets.py::UserDefinedSetTests::test_to_set, test/dynamo/test_sets.py::UserDefinedSetTests::test_union, test/dynamo/test_sets.py::UserDefinedSetTests::test_update, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_and, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_or, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_sub, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_xor, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_eq, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_greater_than, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_less_than, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_ne, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_constructor_iterable, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_contains, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_copy, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_difference, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_equality, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_in_frozenset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_intersection, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_isdisjoint, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_issubset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_issuperset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_symmetric_difference, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_to_frozenset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_to_set, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_union 2025-07-24T04:43:56.4280600Z 2025-07-24T04:43:58.4797560Z Running dynamo/test_deviceguard 1/1 ... [2025-07-24 04:43:58.479562] 2025-07-24T04:43:58.4798090Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:43:58.4799520Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:43:58.479838] 2025-07-24T04:44:00.7631930Z 2025-07-24T04:44:00.7632530Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_f474ad60ac8504b5_.log 2025-07-24T04:44:00.7633880Z Running 4 items in this shard: test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard_no_index, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard_no_index 2025-07-24T04:44:00.7634770Z 2025-07-24T04:44:02.7587730Z Running dynamo/test_debug_utils 1/1 ... [2025-07-24 04:44:02.758553] 2025-07-24T04:44:02.7588520Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:44:02.7590660Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:44:02.758868] 2025-07-24T04:44:05.4831880Z 2025-07-24T04:44:05.4832880Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_235ecfd42c5d1964_.log 2025-07-24T04:44:05.4833830Z Running 2 items in this shard: test/dynamo/test_debug_utils.py::TestDebugUtilsCPU::test_cast_model_to_fp64_dtype_args_cpu, test/dynamo/test_debug_utils.py::TestDebugUtilsCPU::test_generate_env_vars_string_cpu 2025-07-24T04:44:05.4834400Z 2025-07-24T04:44:07.5529040Z Running dynamo/test_recompile_ux 1/1 ... [2025-07-24 04:44:07.552720] 2025-07-24T04:44:07.5529390Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:44:07.5531140Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_recompile_ux.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:44:07.553010] 2025-07-24T04:44:10.4087280Z 2025-07-24T04:44:10.4088740Z dynamo/test_recompile_ux 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_recompile_ux_1.1_cb27c0d77bace245_.log 2025-07-24T04:44:10.4095520Z Running 10 items in this shard: test/dynamo/test_recompile_ux.py::RecompileUxTests::test_drop_cache_on_skip, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_dynamic_input, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_fail_on_recompile_limit_hit, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_loop_torture, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_mismatched_type, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_multiple_guard_fails, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_multiple_guard_fails_report_all, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_nvfuser_guards, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_recompile_child_run_only, test/dynamo/test_recompile_ux.py::RecompileUxTests::test_verbose_tensor_check 2025-07-24T04:44:10.4098720Z 2025-07-24T04:44:12.4649180Z Running inductor/test_auto_functionalize 1/1 ... [2025-07-24 04:44:12.464702] 2025-07-24T04:44:12.4650050Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:44:12.4652290Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_auto_functionalize.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:44:12.465009] 2025-07-24T04:44:29.6440420Z 2025-07-24T04:44:29.6441320Z inductor/test_auto_functionalize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_auto_functionalize_1.1_86e12ccef8db3b9b_.log 2025-07-24T04:44:29.6452220Z Running 39 items in this shard: test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias2_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias_id_input_to_custom_op, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_alias_id_output, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_can_with_default, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_can_with_none_return, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra1, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra3, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra4, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_extra5, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_on_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_optional_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_optional_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_self_as_mutate_arg, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_tensorlist, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_with_returns_old, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_auto_functionalize_with_returns_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_can_auto_functionalize, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic2_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic3_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_dynamic_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_graph_input_is_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode1_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode2_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode3_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode4_v2, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_inference_mode_view, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_recompile, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_scheduling_with_multiple_mutates, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_slice, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_slice_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_split, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_split_dynamic, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_try_use_slice, test/inductor/test_auto_functionalize.py::AutoFunctionalizeTests::test_unbacked_auto_functionalize_op 2025-07-24T04:44:29.6462230Z 2025-07-24T04:44:31.6989950Z Running export/test_torchbind 1/1 ... [2025-07-24 04:44:31.698839] 2025-07-24T04:44:31.6990270Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:44:31.6995450Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_torchbind.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:44:31.699151] 2025-07-24T04:44:33.9706160Z 2025-07-24T04:44:33.9706740Z export/test_torchbind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_torchbind_1.1_7225c4040c073527_.log 2025-07-24T04:44:33.9725430Z Running 70 items in this shard: test/export/test_torchbind.py::TestExportTorchbind::test_aot_export_tensor_queue_operators, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_as_custom_op_argument_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_as_custom_op_argument_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_attribute_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_list_out_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_list_out_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_tuple_out_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_tuple_out_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_unbacked_symint_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_custom_obj_unbacked_symint_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_deepcopy, test/export/test_torchbind.py::TestExportTorchbind::test_export_inplace_custom_op, test/export/test_torchbind.py::TestExportTorchbind::test_identifying_torchbind_ops, test/export/test_torchbind.py::TestExportTorchbind::test_input_as_custom_op_argument_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_input_as_custom_op_argument_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_input_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_input_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_schema_checking_script_object, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_fakify_internal_states_make_fx_tracing_mode_fake, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_fakify_internal_states_make_fx_tracing_mode_symbolic, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_make_fx_tracing_mode_fake, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_methods_make_fx_tracing_mode_symbolic, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_operators_fallthrough_via_lib_impl, test/export/test_torchbind.py::TestExportTorchbind::test_make_fx_tensor_queue_operators_fallthrough_via_py_impl, test/export/test_torchbind.py::TestExportTorchbind::test_method_schema, test/export/test_torchbind.py::TestExportTorchbind::test_non_strict_export_methods, test/export/test_torchbind.py::TestExportTorchbind::test_none_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_none_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_safe_to_trace_with_real, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_alias_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_alias_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_input_and_alias_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_input_and_alias_pre_dispatch_True, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_op_fallthrough_keys_respects_lib_impl, test/export/test_torchbind.py::TestExportTorchbind::test_torchbind_op_register_fallthrough, test/export/test_torchbind.py::TestExportTorchbind::test_unlift_custom_obj_pre_dispatch_False, test/export/test_torchbind.py::TestExportTorchbind::test_unlift_custom_obj_pre_dispatch_True, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_body_aliasing_contents_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_input_aliasing_contents_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_non_fakified_method_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_missing_attr_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_missing_attr_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_setattr_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_error_on_script_obj_setattr_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_global_obj_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_as_hop_input_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_attributes_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_closure_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_graph_breaks, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_obj_torchbind_op_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_automatic_dynamic_shape, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_script_object_input_guards_backend_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_aot_eager, test/export/test_torchbind.py::TestCompileTorchbind::test_compile_tensor_op_in_tensor_flatten_backend_eager, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_from_real_not_classmethod, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_no_from_real, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_no_torch_bind_class, test/export/test_torchbind.py::TestRegisterFakeClass::test_register_fake_class_valid 2025-07-24T04:44:33.9743560Z 2025-07-24T04:44:36.0240420Z Running inductor/test_unbacked_symints 1/1 ... [2025-07-24 04:44:36.023717] 2025-07-24T04:44:36.0242020Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:44:36.0245650Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_unbacked_symints.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:44:36.024456] 2025-07-24T04:44:53.1199990Z 2025-07-24T04:44:53.1201650Z inductor/test_unbacked_symints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_unbacked_symints_1.1_8082eaea3f136532_.log 2025-07-24T04:44:53.1208900Z Running 26 items in this shard: test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_autotuning_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_broadcast_tensors_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_einsum_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_equivalent_backed_unbacked_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_expand_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_expand_ok_with_runtime_assert_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_issue_143498_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_mm_and_friends_addmm_False_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_mm_and_friends_addmm_True_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_mm_and_friends_bmm_False_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_mm_and_friends_bmm_True_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_mm_and_friends_mm_False_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_mm_and_friends_mm_True_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_nonzero_in_inference_mode_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_sdpfa_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_split_with_sizes_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_triton_kernel_grid_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_unbacked_linear_layer_norm_input_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_unbacked_masked_scatter_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_unbacked_range_tree_divisor_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_unbacked_repeat_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_unbacked_slice_on_subclass_dynamic2_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_unbacked_slice_on_subclass_dynamic_False_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_unbacked_slice_on_subclass_dynamic_True_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_vertical_pointwise_reduction_fusion_cpu, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCPU::test_view_of_slice_cpu 2025-07-24T04:44:53.1215570Z 2025-07-24T04:44:55.2024570Z Running dynamo/test_flat_apply 1/1 ... [2025-07-24 04:44:55.202246] 2025-07-24T04:44:55.2025350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:44:55.2027470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_flat_apply.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:44:55.202540] 2025-07-24T04:44:57.7940860Z 2025-07-24T04:44:57.7941670Z dynamo/test_flat_apply 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_flat_apply_1.1_ea0b96120c7b0711_.log 2025-07-24T04:44:57.7943020Z Running 4 items in this shard: test/dynamo/test_flat_apply.py::FlatApplyTests::test_non_tensor_output, test/dynamo/test_flat_apply.py::FlatApplyTests::test_nonstrict_trace_captured_tensor_post_aot_graph, test/dynamo/test_flat_apply.py::FlatApplyTests::test_nonstrict_trace_dynamo_graph, test/dynamo/test_flat_apply.py::FlatApplyTests::test_simple 2025-07-24T04:44:57.7944170Z 2025-07-24T04:44:59.8443560Z Running export/test_unflatten 1/1 ... [2025-07-24 04:44:59.844121] 2025-07-24T04:44:59.8444330Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:44:59.8447010Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_unflatten.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:44:59.844414] 2025-07-24T04:45:07.9569550Z 2025-07-24T04:45:07.9570100Z export/test_unflatten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_unflatten_1.1_8a078110891aa10f_.log 2025-07-24T04:45:07.9576050Z Running 27 items in this shard: test/export/test_unflatten.py::TestUnflatten::test_attr_as_submod_input, test/export/test_unflatten.py::TestUnflatten::test_dedup_sym_size, test/export/test_unflatten.py::TestUnflatten::test_double_nested_submodule, test/export/test_unflatten.py::TestUnflatten::test_duplicate_placeholder, test/export/test_unflatten.py::TestUnflatten::test_fx_trace, test/export/test_unflatten.py::TestUnflatten::test_nested_leaf_non_strict, test/export/test_unflatten.py::TestUnflatten::test_placeholder_and_get_attr_ordering_after_unflattened, test/export/test_unflatten.py::TestUnflatten::test_simple_alias, test/export/test_unflatten.py::TestUnflatten::test_unflatten_buffer_mutation, test/export/test_unflatten.py::TestUnflatten::test_unflatten_constant_obj, test/export/test_unflatten.py::TestUnflatten::test_unflatten_constant_tensor, test/export/test_unflatten.py::TestUnflatten::test_unflatten_container_type, test/export/test_unflatten.py::TestUnflatten::test_unflatten_eager, test/export/test_unflatten.py::TestUnflatten::test_unflatten_empty_branch, test/export/test_unflatten.py::TestUnflatten::test_unflatten_nested, test/export/test_unflatten.py::TestUnflatten::test_unflatten_nested_access, test/export/test_unflatten.py::TestUnflatten::test_unflatten_none, test/export/test_unflatten.py::TestUnflatten::test_unflatten_param_list_dict, test/export/test_unflatten.py::TestUnflatten::test_unflatten_preserve_signature, test/export/test_unflatten.py::TestUnflatten::test_unflatten_preserve_with_unused_input, test/export/test_unflatten.py::TestUnflatten::test_unflatten_requires_grad_param, test/export/test_unflatten.py::TestUnflatten::test_unflatten_shared_submodule, test/export/test_unflatten.py::TestUnflatten::test_unflatten_skipped_call_module, test/export/test_unflatten.py::TestUnflatten::test_unflatten_submodule_ordering, test/export/test_unflatten.py::TestUnflatten::test_unflatten_with_inplace_compile, test/export/test_unflatten.py::TestUnflatten::test_unflatten_wrong_input, test/export/test_unflatten.py::TestUnflatten::test_unflattened_module_nodes_has_meta_val 2025-07-24T04:45:07.9581460Z 2025-07-24T04:45:09.9972980Z Running export/test_schema 1/1 ... [2025-07-24 04:45:09.997099] 2025-07-24T04:45:09.9973720Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:45:09.9975880Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_schema.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:45:09.997381] 2025-07-24T04:45:12.5495600Z 2025-07-24T04:45:12.5497290Z export/test_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_schema_1.1_7588e1413b8fb710_.log 2025-07-24T04:45:12.5501150Z Running 5 items in this shard: test/export/test_schema.py::TestSchema::test_schema_check, test/export/test_schema.py::TestSchema::test_schema_comparison, test/export/test_schema.py::TestSchema::test_schema_compatibility, test/export/test_schema.py::TestSchema::test_schema_diff, test/export/test_schema.py::TestSchema::test_thrift_schema_unchanged 2025-07-24T04:45:12.5502340Z 2025-07-24T04:45:14.5983300Z Running dynamo/test_python_dispatcher 1/1 ... [2025-07-24 04:45:14.598136] 2025-07-24T04:45:14.5984270Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:45:14.5992960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_python_dispatcher.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:45:14.598676] 2025-07-24T04:45:17.4082840Z 2025-07-24T04:45:17.4084430Z dynamo/test_python_dispatcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_dispatcher_1.1_a2ed17b15c2c238c_.log 2025-07-24T04:45:17.4086450Z Running 6 items in this shard: test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key1, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key2, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key3, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key4, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key_set_guard, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_functorch_interpreter 2025-07-24T04:45:17.4087920Z 2025-07-24T04:45:19.5754120Z Running inductor/test_split_cat_fx_aten_passes 1/1 ... [2025-07-24 04:45:19.575187] 2025-07-24T04:45:19.5755000Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:45:19.5757230Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'inductor/test_split_cat_fx_aten_passes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:45:19.575495] 2025-07-24T04:45:22.7055770Z 2025-07-24T04:45:22.7057060Z inductor/test_split_cat_fx_aten_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_split_cat_fx_aten_passes_1.1_a44164640cc68e94_.log 2025-07-24T04:45:22.7058920Z Running 5 items in this shard: test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_move_view_after_cat_aten, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_select_cat_post_grad, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_split_cat_post_grad, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_split_cat_post_grad_singular, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAtenNormalizationPasses::test_split_aten_normalization 2025-07-24T04:45:22.7060300Z 2025-07-24T04:45:24.7477850Z Running dynamo/test_error_messages 1/1 ... [2025-07-24 04:45:24.747583] 2025-07-24T04:45:24.7478240Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:45:24.7481100Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_error_messages.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:45:24.747885] 2025-07-24T04:45:39.0022940Z 2025-07-24T04:45:39.0024490Z inductor/test_torchinductor_opinfo 12/14 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_12.14_d8c4002ff2e3f9d6_.log 2025-07-24T04:45:39.0096890Z Running 244 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___radd___cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive___rmul___cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive__native_batch_norm_legit_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive__softmax_backward_data_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive__softmax_backward_data_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive__unsafe_masked_index_put_accumulate_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_abs_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_abs_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_acos_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_acosh_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_addbmm_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_addmv_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_addr_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_all_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_arange_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_argmin_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_argsort_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_as_strided_copy_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_as_strided_scatter_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_asin_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_atanh_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_baddbmm_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_bincount_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_bmm_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_byte_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cat_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cauchy_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cdouble_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cdouble_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cfloat_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_char_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_clamp_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_clamp_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_clone_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_column_stack_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_conj_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_contiguous_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_corrcoef_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cos_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cosh_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cosh_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_cummax_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_diagonal_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_digamma_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_div_floor_rounding_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_einsum_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_exp2_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_exp2_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_expand_as_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_expand_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_expm1_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_eye_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_fftn_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_fftshift_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ifftshift_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_ifftshift_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_irfft2_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_rfft2_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_rfft_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fft_rfft_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_flatten_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_flipud_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_float_power_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_float_power_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_float_power_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_floor_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_floor_divide_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fmax_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_fmin_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_full_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_full_like_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_gather_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ge_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_gt_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_half_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_hstack_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_i0_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_index_add_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_index_copy_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_index_fill_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_index_put_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_index_select_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_inner_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isclose_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isfinite_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isnan_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isneginf_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_isposinf_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_jiterator_binary_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_lcm_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_le_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_lgamma_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_lu_solve_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_multi_dot_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_multi_dot_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_norm_subgradients_at_zero_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_pinv_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_solve_triangular_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_svd_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_vecdot_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linalg_vector_norm_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linspace_tensor_overload_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_linspace_tensor_overload_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logical_and_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logical_xor_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logical_xor_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logit_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logspace_tensor_overload_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_logsumexp_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_amax_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_amin_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_fill_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_median_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_select_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_std_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_masked_std_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_meshgrid_list_of_tensors_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_meshgrid_variadic_tensors_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_min_reduction_no_dim_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_min_reduction_with_dim_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mode_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mode_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mvlgamma_mvlgamma_p_1_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_mvlgamma_mvlgamma_p_3_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nan_to_num_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nansum_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_narrow_copy_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_empty_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_full_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_ones_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_ones_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_zeros_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_new_zeros_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_avg_pool2d_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_cosine_embedding_loss_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_cosine_embedding_loss_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_dropout_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_fractional_max_pool2d_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_fractional_max_pool3d_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_grid_sample_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_grid_sample_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_l1_loss_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_linear_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_max_unpool3d_grad_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_nll_loss_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_one_hot_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_constant_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_replicate_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pad_replicate_negative_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pairwise_distance_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pixel_shuffle_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_pixel_unshuffle_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_relu_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_scaled_dot_product_attention_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_silu_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_softmin_with_dtype_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_softmin_with_dtype_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_softsign_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_threshold_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_unfold_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_upsample_bilinear_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_nn_functional_upsample_nearest_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_norm_fro_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_norm_nuc_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_normal_in_place_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_normal_number_mean_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_permute_copy_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_permute_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_0_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_1_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_polygamma_polygamma_n_3_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_qr_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_randn_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ravel_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_ravel_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_real_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_real_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_reciprocal_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_reciprocal_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_repeat_interleave_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_resolve_conj_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_rot90_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_rsub_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_add_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_scatter_reduce_amin_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sign_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_signal_windows_exponential_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_signal_windows_general_hamming_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_signal_windows_hamming_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sinc_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sinc_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_softmax_with_dtype_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_softmax_with_dtype_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sort_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_airy_ai_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_bessel_y0_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_chebyshev_polynomial_w_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_entr_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_hermite_polynomial_h_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_i0e_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_i0e_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_i1e_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_log_ndtr_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_modified_bessel_k0_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_modified_bessel_k1_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_ndtr_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_ndtri_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_polygamma_special_polygamma_n_0_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_scaled_modified_bessel_k1_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_special_spherical_bessel_j0_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sqrt_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_squeeze_multiple_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_squeeze_multiple_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_stack_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_std_mean_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_std_mean_unbiased_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sub_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_sub_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_t_copy_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_t_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_take_along_dim_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tanh_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tensor_split_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tile_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_trace_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_trapz_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_tril_indices_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_triu_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_triu_cpu_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_true_divide_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_trunc_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unfold_copy_cpu_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unfold_copy_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unfold_copy_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unfold_cpu_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unique_cpu_uint32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_unsafe_chunk_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_vdot_cpu_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_view_cpu_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_vsplit_cpu_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_vsplit_cpu_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCPU::test_comprehensive_zeros_like_cpu_float16 2025-07-24T04:45:39.0167240Z 2025-07-24T04:45:41.0753980Z Running dynamo/test_callback 1/1 ... [2025-07-24 04:45:41.075199] 2025-07-24T04:45:41.0754750Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:45:41.0756900Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_callback.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:45:41.075486] 2025-07-24T04:45:43.9331950Z 2025-07-24T04:45:43.9333320Z dynamo/test_callback 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_callback_1.1_b1db81426707d9ad_.log 2025-07-24T04:45:43.9337310Z Running 4 items in this shard: test/dynamo/test_callback.py::CallbackTests::test_callbacks_with_duplicate_prevention, test/dynamo/test_callback.py::CallbackTests::test_counter, test/dynamo/test_callback.py::CallbackTests::test_counter_assertion, test/dynamo/test_callback.py::CallbackTests::test_triggers 2025-07-24T04:45:43.9339540Z 2025-07-24T04:45:44.5076730Z 2025-07-24T04:45:44.5082730Z dynamo/test_error_messages 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_error_messages_1.1_d411aec06c59ece3_.log 2025-07-24T04:45:44.5112940Z Running 41 items in this shard: test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_assert_failure_in_generic_ctx_mgr, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_backend_fake_tensor_exc, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_class_property, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_cpp_extension_recommends_custom_ops, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_data_dependent_branching_fullgraph, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_data_dependent_branching_gb, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_data_dependent_operator, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_data_dependent_operator2, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_dict_items_input, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_disable_message, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_dynamic_shape_operator, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_dynamic_shape_operator_no_meta_kernel, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_dynamo_graph_break_fn, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_dynamo_graph_break_fn_with_msg, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_faketensor_nyi, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_generic_ctx_mgr_graph_break, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_graph_break_in_buggy_resume_prologue, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_graph_break_traceback_above_dynamo_shows_user_code, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_graph_break_traceback_collapsed_resume_frames, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_internal_compiler_stacktrace_verbose, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_load_build_class, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_lru_cache_warning_logs_nested_call, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_lru_cache_warning_logs_user_stack_trace, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_nested_compile_user_frames, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_no_internal_compiler_stacktrace, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_observed_exception, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_optree_graph_break_message, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_reconstruction_failure, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_reconstruction_failure_gb, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_skipfile_call, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_skipfile_dynamo_call, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_skipfile_inline, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_slice_with_tensor, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_sort_with_nonconstant_keys, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_super_call_function, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_super_call_method, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_uninitialized_module, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_unsupported_builtin, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_unsupported_bytecode, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_unsupported_context, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_warnings 2025-07-24T04:45:44.5123020Z 2025-07-24T04:45:46.3047390Z Running dynamo/test_bytecode_utils 1/1 ... [2025-07-24 04:45:46.304526] 2025-07-24T04:45:46.3048190Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:45:46.3050520Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_bytecode_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:45:46.304850] 2025-07-24T04:45:46.8913920Z Running dynamo/test_input_attr_tracking 1/1 ... [2025-07-24 04:45:46.891177] 2025-07-24T04:45:46.8914760Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:45:46.8916280Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_input_attr_tracking.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:45:46.891511] 2025-07-24T04:45:51.3430820Z 2025-07-24T04:45:51.3431590Z dynamo/test_bytecode_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_bytecode_utils_1.1_6aad996959172c99_.log 2025-07-24T04:45:51.3436460Z Running 20 items in this shard: test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_analysis_jump_backward_no_interrupt, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noprefix, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn1, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn_const, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_compute_exception_table_nested, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_e2e, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_e2e_2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_encode_varint, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_entry_propagation, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_parsing, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_if_tensor_is_none, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_310_writer, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_311_writer1, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_311_writer2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_lnotab_writer, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_py311_jump_offset, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_remove_dead_code_with_exn_table_entries, test/dynamo/test_bytecode_utils.py::BytecodeHookTests::test_bytecode_hook 2025-07-24T04:45:51.3440830Z 2025-07-24T04:45:52.8294090Z 2025-07-24T04:45:52.8295340Z dynamo/test_input_attr_tracking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_input_attr_tracking_1.1_e37a47e1e8778514_.log 2025-07-24T04:45:52.8299240Z Running 12 items in this shard: test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_with_graph_breaks, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_with_inline_reconstruct, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_without_graph_breaks, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_const_property_assigned_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_const_property_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_guards_correctly_property_assigned_on_tensor_type_change, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_guards_correctly_property_assigned_on_tensor_type_change_inductor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_input_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_scoped_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_user_defined_class_input_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_tensor_property_assigned_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_tensor_property_on_tensor 2025-07-24T04:45:52.8304250Z 2025-07-24T04:45:53.5107920Z Running dynamo/test_trace_rules 1/1 ... [2025-07-24 04:45:53.510617] 2025-07-24T04:45:53.5163180Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:45:53.5265470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_trace_rules.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:45:53.511285] 2025-07-24T04:45:55.0158840Z Running export/test_hop 1/1 ... [2025-07-24 04:45:55.015715] 2025-07-24T04:45:55.0159390Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:45:55.0160900Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:45:55.015997] 2025-07-24T04:45:56.4452800Z 2025-07-24T04:45:56.4453520Z dynamo/test_trace_rules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_trace_rules_1.1_fc1c996ed609c4c8_.log 2025-07-24T04:45:56.4455540Z Running 7 items in this shard: test/dynamo/test_trace_rules.py::TraceRuleTests::test_almost_impossible_missing_name, test/dynamo/test_trace_rules.py::TraceRuleTests::test_force_inline_custom_function, test/dynamo/test_trace_rules.py::TraceRuleTests::test_force_inline_torch_function, test/dynamo/test_trace_rules.py::TraceRuleTests::test_no_special_handlers_for_torch_non_c_bindings, test/dynamo/test_trace_rules.py::TraceRuleTests::test_skipfiles_inlinelist, test/dynamo/test_trace_rules.py::TraceRuleTests::test_torch_name_rule_map_updated, test/dynamo/test_trace_rules.py::TestModuleSurviveSkipFiles::test_module_survive_skip_files 2025-07-24T04:45:56.4457130Z 2025-07-24T04:45:58.4882840Z Running dynamo/test_exceptions 1/1 ... [2025-07-24 04:45:58.488063] 2025-07-24T04:45:58.4883640Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:45:58.4886890Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_exceptions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:45:58.488408] 2025-07-24T04:46:03.7104370Z 2025-07-24T04:46:03.7104940Z export/test_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_hop_1.1_20731b8c4b1a5d94_.log 2025-07-24T04:46:03.7114020Z Running 36 items in this shard: test/export/test_hop.py::TestHOPCPU::test_aot_export_auto_functionalize_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_cond_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_flex_attention_backward_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_flex_attention_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_invoke_quant_packed_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_invoke_quant_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_invoke_subgraph_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_scan_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_aot_export_while_loop_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_auto_functionalize_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_cond_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_flex_attention_backward_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_flex_attention_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_invoke_quant_packed_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_invoke_quant_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_invoke_subgraph_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_scan_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_pre_dispatch_export_while_loop_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_auto_functionalize_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_cond_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_flex_attention_backward_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_flex_attention_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_invoke_quant_packed_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_invoke_quant_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_invoke_subgraph_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_scan_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_retrace_export_while_loop_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_auto_functionalize_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_cond_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_flex_attention_backward_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_flex_attention_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_invoke_quant_packed_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_invoke_quant_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_invoke_subgraph_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_scan_simple_cpu_float32, test/export/test_hop.py::TestHOPCPU::test_serialize_export_while_loop_simple_cpu_float32 2025-07-24T04:46:03.7122480Z 2025-07-24T04:46:03.7707720Z 2025-07-24T04:46:03.7708910Z dynamo/test_exceptions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_exceptions_1.1_68d3d5ecbc8d7030_.log 2025-07-24T04:46:03.7719860Z Running 47 items in this shard: test/dynamo/test_exceptions.py::ExceptionTests::test_atrribute_error, test/dynamo/test_exceptions.py::ExceptionTests::test_attribute_error_from_getattr, test/dynamo/test_exceptions.py::ExceptionTests::test_autocast_with_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_block_stack_cleanup, test/dynamo/test_exceptions.py::ExceptionTests::test_custom_getattr_on_module_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_dict_pop, test/dynamo/test_exceptions.py::ExceptionTests::test_dynamo_undo_kw_names, test/dynamo/test_exceptions.py::ExceptionTests::test_ensure_exception_is_active_after_try_except_block, test/dynamo/test_exceptions.py::ExceptionTests::test_ensure_exception_is_active_inside_try_except_block, test/dynamo/test_exceptions.py::ExceptionTests::test_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_exception2, test/dynamo/test_exceptions.py::ExceptionTests::test_exception3, test/dynamo/test_exceptions.py::ExceptionTests::test_exception4, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_else, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_raised_from_child, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_another_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_another_exception2, test/dynamo/test_exceptions.py::ExceptionTests::test_exception_with_ctx_manager, test/dynamo/test_exceptions.py::ExceptionTests::test_handle_all_exceptions, test/dynamo/test_exceptions.py::ExceptionTests::test_isinstance_CustomException, test/dynamo/test_exceptions.py::ExceptionTests::test_key_error, test/dynamo/test_exceptions.py::ExceptionTests::test_nn_module_getattr, test/dynamo/test_exceptions.py::ExceptionTests::test_nn_reraise, test/dynamo/test_exceptions.py::ExceptionTests::test_propagate_exception_inside_ctx_manager, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_GeneratorExit, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_custom_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_custom_exception_with_args, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_finally_simple, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_from_None, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_from_None_2, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_from_other, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_match, test/dynamo/test_exceptions.py::ExceptionTests::test_raise_set___context__, test/dynamo/test_exceptions.py::ExceptionTests::test_reconstruct___context__, test/dynamo/test_exceptions.py::ExceptionTests::test_reconstruct_exception_2, test/dynamo/test_exceptions.py::ExceptionTests::test_reraise, test/dynamo/test_exceptions.py::ExceptionTests::test_reraise_first_exc, test/dynamo/test_exceptions.py::ExceptionTests::test_set___cause___CustomException, test/dynamo/test_exceptions.py::ExceptionTests::test_set___cause___TypeError, test/dynamo/test_exceptions.py::ExceptionTests::test_set___cause___error_CustomException, test/dynamo/test_exceptions.py::ExceptionTests::test_set___cause___error_RuntimeError, test/dynamo/test_exceptions.py::ExceptionTests::test_set_cause_with_arg, test/dynamo/test_exceptions.py::ExceptionTests::test_set_cause_with_arg_error, test/dynamo/test_exceptions.py::ExceptionTests::test_speculation_exception, test/dynamo/test_exceptions.py::ExceptionTests::test_stop_iteration, test/dynamo/test_exceptions.py::ExceptionTests::test_user_defined_exception_variable, test/dynamo/test_exceptions.py::ExceptionTests::test_user_defined_exception_with_args 2025-07-24T04:46:03.7729230Z 2025-07-24T04:46:05.8961490Z Running export/test_experimental 1/1 ... [2025-07-24 04:46:05.895931] 2025-07-24T04:46:05.8962310Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:05.8964970Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_experimental.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:05.896196] 2025-07-24T04:46:05.9344290Z Running dynamo/test_torchrec 1/1 ... [2025-07-24 04:46:05.934247] 2025-07-24T04:46:05.9344590Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:05.9346470Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_torchrec.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:05.934537] 2025-07-24T04:46:08.1630240Z 2025-07-24T04:46:08.1631530Z dynamo/test_torchrec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_torchrec_1.1_e15ef77ad363aed1_.log 2025-07-24T04:46:08.1632100Z Running 0 items in this shard: 2025-07-24T04:46:08.1632230Z 2025-07-24T04:46:10.0455140Z 2025-07-24T04:46:10.0455840Z export/test_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_experimental_1.1_c437383ff7305e60_.log 2025-07-24T04:46:10.0457950Z Running 8 items in this shard: test/export/test_experimental.py::TestExperiment::test_joint_basic, test/export/test_experimental.py::TestExperiment::test_joint_buffer_input_mutations, test/export/test_experimental.py::TestExperiment::test_joint_cifar10_backwards, test/export/test_experimental.py::TestExperiment::test_joint_dynamic, test/export/test_experimental.py::TestExperiment::test_joint_loss_index, test/export/test_experimental.py::TestExperiment::test_sticky_export, test/export/test_experimental.py::TestExperiment::test_sticky_export_dynamic, test/export/test_experimental.py::TestExperiment::test_sticky_export_nested_inp 2025-07-24T04:46:10.0459850Z 2025-07-24T04:46:10.2773560Z Running dynamo/test_einops 1/1 ... [2025-07-24 04:46:10.277154] 2025-07-24T04:46:10.2774360Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:10.2776900Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_einops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:10.277460] 2025-07-24T04:46:12.2323550Z Running export/test_converter 1/1 ... [2025-07-24 04:46:12.232142] 2025-07-24T04:46:12.2324840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:12.2326960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_converter.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:12.232450] 2025-07-24T04:46:12.6477920Z 2025-07-24T04:46:12.6579290Z dynamo/test_einops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_einops_1.1_974041778a6d50d5_.log 2025-07-24T04:46:12.6681120Z Running 3 items in this shard: test/dynamo/test_einops.py::TestEinops::test_functions_version_none, test/dynamo/test_einops.py::TestEinops::test_layers_version_none, test/dynamo/test_einops.py::TestEinops::test_no_recompile_on_lazy_state_version_none 2025-07-24T04:46:12.6759990Z 2025-07-24T04:46:14.6516840Z 2025-07-24T04:46:14.6517850Z export/test_converter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_converter_1.1_99325dbb51ce18ce_.log 2025-07-24T04:46:14.6530230Z Running 48 items in this shard: test/export/test_converter.py::TestConverter::test_aten___getitem___dict, test/export/test_converter.py::TestConverter::test_aten___getitem___list, test/export/test_converter.py::TestConverter::test_aten___is__, test/export/test_converter.py::TestConverter::test_aten___isnot__, test/export/test_converter.py::TestConverter::test_aten___not__, test/export/test_converter.py::TestConverter::test_aten_add_t, test/export/test_converter.py::TestConverter::test_aten_append_t, test/export/test_converter.py::TestConverter::test_aten_dim, test/export/test_converter.py::TestConverter::test_aten_floordiv, test/export/test_converter.py::TestConverter::test_aten_len, test/export/test_converter.py::TestConverter::test_aten_tensor_dtype_int, test/export/test_converter.py::TestConverter::test_aten_tensor_dynamic, test/export/test_converter.py::TestConverter::test_aten_tensor_prim_dtype, test/export/test_converter.py::TestConverter::test_aten_to_dtype_with_mutating_storage, test/export/test_converter.py::TestConverter::test_context_manager, test/export/test_converter.py::TestConverter::test_convert_func_without_param, test/export/test_converter.py::TestConverter::test_convert_if_basic, test/export/test_converter.py::TestConverter::test_convert_if_duplicate_attr_names, test/export/test_converter.py::TestConverter::test_convert_if_multiple_out, test/export/test_converter.py::TestConverter::test_convert_if_tuple_out, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_buffer, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_if_and_buffer, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_if_and_param, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_param, test/export/test_converter.py::TestConverter::test_convert_retrace_nested_scripted_modules, test/export/test_converter.py::TestConverter::test_convert_script_object, test/export/test_converter.py::TestConverter::test_get_tensor_constants, test/export/test_converter.py::TestConverter::test_hidden_input_name, test/export/test_converter.py::TestConverter::test_implicit_constant_to_tensor_handling, test/export/test_converter.py::TestConverter::test_prim_SetAttr, test/export/test_converter.py::TestConverter::test_prim_device, test/export/test_converter.py::TestConverter::test_prim_device_cuda, test/export/test_converter.py::TestConverter::test_prim_dtype, test/export/test_converter.py::TestConverter::test_prim_max, test/export/test_converter.py::TestConverter::test_prim_min, test/export/test_converter.py::TestConverter::test_prim_tolist, test/export/test_converter.py::TestConverter::test_profiler__record_function, test/export/test_converter.py::TestConverter::test_raise_exception, test/export/test_converter.py::TestConverter::test_ts2ep_convert_quantized_model, test/export/test_converter.py::TestConverter::test_ts2ep_convert_quantized_model_with_opcontext, test/export/test_converter.py::TestConverter::test_ts2ep_convert_quantized_model_with_opcontext_and_constant, test/export/test_converter.py::TestConverter::test_ts2ep_converter_basic, test/export/test_converter.py::TestConverter::test_ts2ep_converter_container_output, test/export/test_converter.py::TestConverter::test_ts2ep_converter_contains, test/export/test_converter.py::TestConverter::test_ts2ep_converter_custom_op, test/export/test_converter.py::TestConverter::test_ts2ep_converter_unpack, test/export/test_converter.py::TestConverter::test_ts2ep_multi_outputs_on_call_ops, test/export/test_converter.py::TestConverter::test_ts2ep_with_loop 2025-07-24T04:46:14.6539580Z 2025-07-24T04:46:14.7591620Z Running export/test_lift_unlift 1/1 ... [2025-07-24 04:46:14.758903] 2025-07-24T04:46:14.7592410Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:14.7593910Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_lift_unlift.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:14.759229] 2025-07-24T04:46:16.8703770Z Running dynamo/test_reorder_logs 1/1 ... [2025-07-24 04:46:16.870172] 2025-07-24T04:46:16.8704560Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:16.8707090Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_reorder_logs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:16.870481] 2025-07-24T04:46:16.9639160Z 2025-07-24T04:46:16.9640400Z export/test_lift_unlift 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_lift_unlift_1.1_19babc2597e76d28_.log 2025-07-24T04:46:16.9641820Z Running 5 items in this shard: test/export/test_lift_unlift.py::TestLift::test_duplicate_constant_access, test/export/test_lift_unlift.py::TestLift::test_lift_basic, test/export/test_lift_unlift.py::TestLift::test_lift_nested, test/export/test_lift_unlift.py::TestLift::test_unlift_nonpersistent_buffer, test/export/test_lift_unlift.py::ConstantAttrMapTest::test_dict_api 2025-07-24T04:46:16.9642770Z 2025-07-24T04:46:19.1084560Z Running test_custom_ops 1/1 ... [2025-07-24 04:46:19.108258] 2025-07-24T04:46:19.1085300Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:19.1087390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_custom_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:19.108548] 2025-07-24T04:46:19.9594110Z 2025-07-24T04:46:19.9595500Z dynamo/test_reorder_logs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reorder_logs_1.1_3828b590e0dec5bf_.log 2025-07-24T04:46:19.9607530Z Running 14 items in this shard: test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method0_fn0_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method1_fn1_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method2_fn2_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method3_fn3_should_ignore_logger_False, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method4_fn4_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method5_fn5_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method6_fn6_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::IgnoreLogsTests::test_ignore_logger_ignore_method7_fn7_should_ignore_logger_True, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_constant_mutation, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_dont_reorder_print, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_custom_log_fn, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_print, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_print_graph_break, test/dynamo/test_reorder_logs.py::ReorderLogsTests::test_reorder_warnings 2025-07-24T04:46:19.9617920Z 2025-07-24T04:46:22.1118310Z Running test_mkldnn_verbose 1/1 ... [2025-07-24 04:46:22.111641] 2025-07-24T04:46:22.1119220Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:22.1121310Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_mkldnn_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:22.111941] 2025-07-24T04:46:26.2252050Z 2025-07-24T04:46:26.2252640Z test_mkldnn_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_verbose_1.1_ccf2783967d869f3_.log 2025-07-24T04:46:26.2253480Z Running 2 items in this shard: test/test_mkldnn_verbose.py::TestMKLDNNVerbose::test_verbose_off, test/test_mkldnn_verbose.py::TestMKLDNNVerbose::test_verbose_on 2025-07-24T04:46:26.2253920Z 2025-07-24T04:46:27.3405470Z 2025-07-24T04:46:27.3406870Z inductor/test_compile_subprocess 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_subprocess_1.1_53ddea9ee7e13c93_.log 2025-07-24T04:46:27.3785870Z Running 831 items in this shard: test/inductor/test_compile_subprocess.py::TestSubprocess::test_async, test/inductor/test_compile_subprocess.py::TestSubprocess::test_progressive, test/inductor/test_compile_subprocess.py::CpuTests::test_AllenaiLongformerBase_repro_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test__dyn_quant_matmul_4bit_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test__dyn_quant_pack_4bit_weight_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test__unsafe_masked_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test__unsafe_masked_index_put_accumulate_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_abs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_avg_pool1d_argmax_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_avg_pool2d1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_avg_pool2d2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_avg_pool2d_low_prec_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_avg_pool_errors_with_long_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_avg_pool_with_output_size_0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_max_pool2d1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_max_pool2d2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_max_pool2d3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adaptive_pool_errors_with_long_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_complex3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_complex4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_complex5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_complex6_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_complex_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_const_float_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_const_int_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_add_inplace_permuted_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_adding_tensor_offsets_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_addmm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_addmv_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_alexnet_prefix_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aliased_buffer_reuse_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_angle_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_any_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_cache_hit_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_dtype_device_layout_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_override_registration_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_support_out_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_support_str_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_with_persistent_cache_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_aoti_eager_with_scalar_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_arange1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_arange2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_arange3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_arange4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_arange5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_arange6_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_argmin1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_argmin2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_argmin3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_argmin_with_duplicates_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_argmin_with_nan_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_min_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_argmax_to_float_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_as_strided_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_as_strided_scatter_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_assert_alignment_op_name_fail_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_assert_alignment_op_name_pass_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_assert_size_stride_op_name_fail_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_assert_size_stride_op_name_pass_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_async, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d6_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d7_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d_backward2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d_backward3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d_backward4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool2d_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool3d_backward2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool3d_backward3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool3d_backward4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool3d_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_avg_pool_errors_with_uint_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_baddbmm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_batch_norm_2d_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_batch_norm_2d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bernoulli1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bernoulli2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bfloat16_to_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bitwise2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bitwise3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bitwise_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bmm1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bmm2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bool_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_both_scalars_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_add_autotune_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_broadcast_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_computed_offsets_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_default_kwargs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int16_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int16_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int16_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int16_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int16_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int32_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int32_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int32_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int32_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int32_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int64_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int64_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int64_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int64_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int64_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int8_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int8_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int8_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int8_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_int8_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_uint8_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_uint8_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_uint8_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_uint8_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_int_uint8_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_nd_tiling_False_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_bucketize_nd_tiling_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_buffer_batch_norm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_buffer_copied_in_graph_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_buffer_copied_in_graph_with_different_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_buffer_use_after_remove_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_builtins_round_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_builtins_round_float_ndigits_neg_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_builtins_round_float_ndigits_pos_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_builtins_round_float_ndigits_zero_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_builtins_round_int_ndigits_pos_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_builtins_round_int_ndigits_zero_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_empty_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_empty_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_extern_kernel_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_inplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_negative_dim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_of_loops_and_extern_kernel_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_single_empty_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_unbacked_2d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_unbacked_empty_1d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_unbacked_legacy_empty_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cat_upcasting_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cauchy_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_check_stack_no_cycles_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_chunk_recompiles_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_clamp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_clamp_type_promotion_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_clamp_type_promotion_non_tensor_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_clone_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_compar_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_complex_fallback_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_complex_memory_overlap_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_computed_buffer_inlining_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_concat_add_inplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_config_option_dont_assume_alignment_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_config_option_dont_assume_alignment_cudagraphs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_config_option_dont_assume_alignment_recompiles_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_consecutive_split_cumprod_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_consecutive_split_cumsum_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_const_int32_to_float_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_constant_pad_1d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_constant_pad_2d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_constant_pad_3d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_constant_pad_fill_dtype_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_constant_pad_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_constant_pad_nd_inplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv2d_backward_channels_last_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv2d_channels_last_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv3d_channels_last_use_block_ptr_False_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv3d_channels_last_use_block_ptr_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv3d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_bn_fuse_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_functional_bn_fuse_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_inference_heuristics_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_shape_check_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_conv_with_as_strided_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_convolution1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_convolution2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_convolution3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_convolution4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_convolution5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cos_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cudnn_rnn_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cummin_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cumprod_zero_dim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cumsum_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cumsum_inf_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cumsum_no_mask_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cumsum_pattern_matcher_issue_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_cumsum_zero_dim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_op_1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_op_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_op_3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_op_default_layout_constraint_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_op_fixed_layout_channels_last_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_op_fixed_layout_sequential_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_op_unbacked_symints_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_scan_op_compiled_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_scan_op_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_scan_op_multi_input_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_custom_scan_would_split_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_data_type_propogation_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dense_mask_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_deterministic_codegen_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_deterministic_codegen_on_graph_break_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_deterministic_codegen_with_suffix_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_device_assert_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_diagonal_copy_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dist_bf16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dist_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div6_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div7_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div9_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div_by_zero_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div_precision_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div_prim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div_softmax_symfloat_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_div_zero_dim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dont_constant_fold_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dropout2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dropout3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dropout_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dropout_deterministic_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dropout_trivial_0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dropout_trivial_1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtype_mismatch_issue_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtype_sympy_expr_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_float16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_bfloat16_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_float16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float16_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float32_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float32_float16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float32_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float32_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float32_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float32_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float32_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float32_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float32_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float64_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float64_float16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float64_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float64_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float64_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float64_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float64_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float64_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_float64_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_fusion_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int16_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int16_float16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int16_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int16_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int16_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int16_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int16_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int16_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int16_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int32_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int32_float16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int32_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int32_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int32_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int32_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int32_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int32_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int32_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_float16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int64_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_float16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_int8_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_float16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_dtypeview_uint8_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_elu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_embedding_bag_byte_unpack_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_embedding_bag_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_embedding_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_embedding_sparse_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_empty1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_empty2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_empty_strided_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_erfc_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_erfinv_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_exact_stride_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_exp2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_exp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_expand_as_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_expand_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_expanded_reduction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_expm1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fallback_mutable_op_basic_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fallback_mutable_op_list_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fallback_mutable_op_list_tensor_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fallback_mutable_op_no_mutated_tensors_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fallback_mutable_op_with_return_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fft_real_input_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fft_real_input_real_output_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fill1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fill2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_flip_cat_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_flip_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_float16_to_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_float32_to_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_float_index_expression_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_float_index_expression_type_promotion_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_float_repr_dynamic_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_floordiv_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fmin_fmax_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fmod_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fmod_zero_dim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_forced_buffer_realize_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fractional_max_pool2d1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fractional_max_pool2d2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fractional_max_pool2d3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fractional_max_pool2d4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fractional_max_pool2d5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_full_boolean_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_full_like_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_full_truncation_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_functionalize_rng_wrappers_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fuse_large_params_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fuse_tiled_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_fusing_write_into_disjoint_read_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_gather1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_gather2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_gather3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_gather_scatter_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_gelu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_generate_rand_fp8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_generated_code_has_alignment_assert_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_generated_code_has_size_stride_assert_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_getitem_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_glu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_arange1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_arange2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_argmax_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_both_scalars_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_constant_tensor1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_constant_tensor2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_misaligned_input_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_mutation_real_name_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_no_inputs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_pad_dynamic_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_refcount_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_scalar_inputs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_graph_partition_unbacked_symint_as_output_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_grid_sampler_2d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_hardsigmoid_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_hardswish_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_hardtanh_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_horizonal_fusion1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_horizonal_fusion2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_dynamic_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_abs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_device_assert_masked_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_flip_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_floordiv_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_nested_indirect_indexing_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_propagation_remainder_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_as_masked_fill_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_deterministic_fallback_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_failed_reinplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_fallback1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_fallback2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_put_reinplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_remainder_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_select_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_index_tensor_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_indirect_load_broadcast_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inductor_assert_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inductor_layout_optimization_input_mutations_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inductor_multiple_specializations_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inf_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inner_fn_str_and_stride_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inplace_activations_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inplace_add_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inplace_mixed_dtype_ops_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inplace_resize_as_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_inplace_where_pointwise_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_input_mutation1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_input_mutation2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_input_mutation3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_input_mutation4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_input_mutation5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_insignificant_strides_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_int8_weight_only_quant_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_int_input_dynamic_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_invalid_operand_issue1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_isin_tensor_scalar_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_isinf2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_isinf_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_issue102546_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_kernel_names_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_kwargs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_l1_loss_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_large_broadcast_reduction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_large_grid_use_block_ptr_False_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_large_grid_use_block_ptr_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_large_offset_pointwise_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_large_pointwise_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_large_strided_reduction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_large_tensor_reduction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_layer_norm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_leaky_relu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_lerp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_lgamma_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_like_channels_last_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_like_rands2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_like_rands3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_like_rands_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linear1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linear2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linear_dynamic_maxautotune_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linear_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linear_mixed_dtype_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linspace1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linspace2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linspace3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_linspace4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_list_clearing_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_log1p_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_log2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_log_fp64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_log_softmax_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_logaddexp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_logcumsumexp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_logcumsumexp_zero_dim_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_logsumexp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_long_tensor_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_low_memory_max_pool_dilation_1_dim_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_low_memory_max_pool_dilation_1_dim_3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_low_memory_max_pool_dilation_2_dim_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_low_memory_max_pool_dilation_2_dim_3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_masked_fill_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_masked_fill_promotion_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_masked_scatter_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_matmul_layer_norm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_min_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d6_dilation_1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d6_dilation_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d7_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d_with_indices_backward2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d_with_indices_backward3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d_with_indices_backward4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d_with_indices_backward5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d_with_indices_backward6_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_max_pool2d_with_indices_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mean_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_min_max_reduction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_min_max_reduction_nan_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_misaligned_address_issue1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mix_device_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mixed_mm2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mixed_mm3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mixed_mm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mm_mixed_dtype_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mm_views_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_move_arange_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mul_index_expr_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mul_softmax_symfloat_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multi_device_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multi_gpu_device_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multi_gpu_recompile_on_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multi_threading_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multilayer_any_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multilayer_prime_size_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multilayer_sum_low_prec_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multilayer_var_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_multilayer_var_lowp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mutable_custom_op_fixed_layout2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mutable_custom_op_fixed_layout_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_mutations_loop_fusion_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_nan_to_num_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_narrow_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_needs_contiguous_strides_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_neg_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_neg_max_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_new_empty_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_new_empty_strided_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_new_ones_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_nll_loss_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_nll_loss_forward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_no_mega_fusion_during_lowering_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_no_op_reduction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_no_specization_over_symbolic_value_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_nonzero_unbacked_refinement_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_norm_constant_overflow_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_one_hot_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_output_strides_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pad_cast_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pad_single_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pad_view_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pattern_matcher_multi_user_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_permute1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_permute2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_philox_rand_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pixel_shuffle_channels_last_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_airy_ai_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_bessel_j0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_bessel_j1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_bessel_y0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_bessel_y1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_chebyshev_polynomial_t_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_chebyshev_polynomial_u_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_chebyshev_polynomial_v_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_chebyshev_polynomial_w_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_digamma_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_entr_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_erf_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_erfc_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_erfcx_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_erfinv_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_exp2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_expit_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_expm1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_gammainc_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_gammaincc_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_gammaln_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_hermite_polynomial_h_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_hermite_polynomial_he_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_i0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_i0e_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_i1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_i1e_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_laguerre_polynomial_l_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_legendre_polynomial_p_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_log1p_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_log_ndtr_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_logit_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_modified_bessel_i0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_modified_bessel_i1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_modified_bessel_k0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_modified_bessel_k1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_multigammaln_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_ndtr_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_ndtri_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_polygamma_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_psi_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_round_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_scaled_modified_bessel_k0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_scaled_modified_bessel_k1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_shifted_chebyshev_polynomial_t_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_shifted_chebyshev_polynomial_u_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_shifted_chebyshev_polynomial_v_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_shifted_chebyshev_polynomial_w_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_sinc_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_spherical_bessel_j0_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_xlog1py_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_xlogy_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pointwise_zeta_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_polar_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pow1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pow2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pow3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pow_by_natural_log2_dynamic_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pow_int_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_pow_symfloat_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_prepare_softmax_with_fast_math_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_prod_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_profiler_mark_wrapper_call_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_progressive, test/inductor/test_compile_subprocess.py::CpuTests::test_rand_like_deterministic_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_randint_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_randint_distribution_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_randint_int64_mod_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_randint_kernel_count_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_randn_generator_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_randn_like_empty_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_randn_with_dtype_and_device_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reduction1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reduction2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reduction3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reduction4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reduction5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reduction_config_limit_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reflection_pad2d_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reflection_pad2d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reinterpret_dtypeview_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_relu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remainder_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_no_ops_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_clone_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_copy_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_slice1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_slice_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_slice_scatter_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_view_default_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_remove_noop_view_dtype_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_repeat_as_strided_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_repeat_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_repeat_interleave_2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_repeat_interleave_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_replication_pad_errors_with_bool_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_require_stride_expanded_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_resize_as_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_resize_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_reuse_buffers_with_aliasing_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_roi_align_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_roll_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_round_correctness_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_round_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_rsqrt_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_rsqrt_dynamic_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scalar_cpu_tensor_arg_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scalar_input_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scalar_output_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scaled_dot_product_attention_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scaled_dot_product_efficient_attention_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter6_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter_add1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter_add2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter_add3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter_bf16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter_reduce1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter_reduce2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scatter_reduce3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_scheduler_vertical_fusion1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_False_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_False_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sdpa_unaligned_mask_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sdpa_unaligned_mask_freezing_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_searchsorted_broadcast_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_searchsorted_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_select_scatter_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_setitem_with_int_parameter_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sgn_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sgn_extremal_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_shape_padding_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_shape_prop_torch_ones_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_should_pad_bench_for_bmm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sigmoid_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sign_dtype_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_signbit_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_silu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_simplify_loops_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sin_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_single_elem_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_single_elem_indirect_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_size_asserts_for_multi_output_fallback_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sizehint_issue1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_mutation1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_mutation2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_mutation3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_scatter2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_scatter3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_scatter4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_scatter5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_scatter_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_scatter_reinplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_slice_view_with_graph_break_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_softmax_backward_data_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_softmax_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_softmax_one_kernel_loop_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_softmax_one_kernel_persist_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sort_bool_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sort_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sort_stable_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sort_transpose_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_special_polygamma_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_cumprod_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_cumprod_low_prec_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_cumsum_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_cumsum_index_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_cumsum_low_prec_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_failed_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_reduction_dynamic_shape_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_reduction_with_int64_size_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_with_integer_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_with_list_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_with_sizes_with_unbacked_symints_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_split_with_unbacked_symints_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sqrt_dynamic_shapes_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_squeeze1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_squeeze2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_squeeze_varargs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_stack_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_std_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_stride_preservation_with_stride_modifying_fx_pass_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_strided_inputs_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum_dtype_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum_int_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_sum_keepdims_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tan_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tanh_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tensor1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tensor2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tensor3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tensor_index_put_slice_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tensor_index_slice_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tmp_not_defined_issue1_use_block_ptr_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tmp_not_defined_issue2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_tmp_not_defined_issue3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_to_device_constant_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_to_device_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_to_dtype_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_to_memory_format_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_topk_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_transpose_add_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_transpose_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_transposed_propagates_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_triu_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_uint4x2_mixed_mm_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_uint_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unbacked_floordiv_simplify_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unbacked_floordiv_simplify_errors_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unbind_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unfold_zero_dimension_tensor_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unroll_small_reduction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_bfloat16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_float16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_float32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_float64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_int16_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_int32_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_int64_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_int8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unspec_inputs_uint8_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unsqueeze_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_unsqueeze_inplace_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_bicubic2d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_bilinear2d_a_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_bilinear2d_b_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_cat_conv_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_nearest1d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_nearest2d_backward_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_nearest2d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_upsample_nearest3d_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_var_correction_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_var_mean_div_by_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_var_mean_tile_reduction_False_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_var_mean_tile_reduction_True_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_vdd_clamp_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_vectorized_ops_masked_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_vectorized_ops_masked_var_novec_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_vertical_fusion1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_view_as_complex_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_view_as_real_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_view_detach_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_view_on_aliased_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_view_uint8_through_differing_bitwidths_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views1_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views2_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views3_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views4_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views5_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views6_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_views7_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_weight_norm_bwd_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_where_broadcast_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_where_with_logical_op_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_xblock_divides_xnumel_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_zero_dim_reductions_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_zero_element_mutation_cpu, test/inductor/test_compile_subprocess.py::CpuTests::test_zeros_cpu 2025-07-24T04:46:27.3972950Z 2025-07-24T04:46:28.5069420Z Running dynamo/test_hooks 1/1 ... [2025-07-24 04:46:28.506735] 2025-07-24T04:46:28.5070160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:28.5072770Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_hooks.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:28.507034] 2025-07-24T04:46:29.5853270Z Running dynamo/test_generator 1/1 ... [2025-07-24 04:46:29.585134] 2025-07-24T04:46:29.5853590Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:29.5855240Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_generator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:29.585422] 2025-07-24T04:46:33.5407570Z 2025-07-24T04:46:33.5408430Z dynamo/test_generator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_generator_1.1_d5843886f8825af9_.log 2025-07-24T04:46:33.5424920Z Running 75 items in this shard: test/dynamo/test_generator.py::GeneratorTests::test_cleanup_throw, test/dynamo/test_generator.py::GeneratorTests::test_deque_extendleft, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container0, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container1, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container2, test/dynamo/test_generator.py::GeneratorTests::test_dict_tuple_list_generator_container3, test/dynamo/test_generator.py::GeneratorTests::test_dynamo_disable_generator, test/dynamo/test_generator.py::GeneratorTests::test_dynamo_disable_sub_generator, test/dynamo/test_generator.py::GeneratorTests::test_generator___contains__, test/dynamo/test_generator.py::GeneratorTests::test_generator___contains___side_effects, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument_2, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument_3, test/dynamo/test_generator.py::GeneratorTests::test_generator_as_argument_4, test/dynamo/test_generator.py::GeneratorTests::test_generator_simple, test/dynamo/test_generator.py::GeneratorTests::test_generator_with_side_effects, test/dynamo/test_generator.py::GeneratorTests::test_generator_with_side_effects_graph_break, test/dynamo/test_generator.py::GeneratorTests::test_generator_with_side_effects_graph_break_2, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_and_reconstruct_generator, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_before_calling_generator, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_in_generator, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_in_generator_2, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_in_generator_while_reconstructing, test/dynamo/test_generator.py::GeneratorTests::test_graph_break_outside_generator, test/dynamo/test_generator.py::GeneratorTests::test_infinite_generator, test/dynamo/test_generator.py::GeneratorTests::test_infinite_generator_2, test/dynamo/test_generator.py::GeneratorTests::test_infinite_generator_3, test/dynamo/test_generator.py::GeneratorTests::test_islice_chain, test/dynamo/test_generator.py::GeneratorTests::test_iter, test/dynamo/test_generator.py::GeneratorTests::test_list_extend, test/dynamo/test_generator.py::GeneratorTests::test_list_zip_generator, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_tensor_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_dict_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_dict_mutation_before, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_local_var_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_object_mutation, test/dynamo/test_generator.py::GeneratorTests::test_reconstruct_generator_with_object_mutation_before, test/dynamo/test_generator.py::GeneratorTests::test_return_advanced_generator, test/dynamo/test_generator.py::GeneratorTests::test_return_exhaust_generator, test/dynamo/test_generator.py::GeneratorTests::test_return_generator, test/dynamo/test_generator.py::GeneratorTests::test_return_subgenerator, test/dynamo/test_generator.py::GeneratorTests::test_return_tuple_generator, test/dynamo/test_generator.py::GeneratorTests::test_subgenerator, test/dynamo/test_generator.py::GeneratorTests::test_subgenerator_with_side_effects, test/dynamo/test_generator.py::GeneratorTests::test_zip_generator, test/dynamo/test_generator.py::GeneratorTests::test_zip_generator_2, test/dynamo/test_generator.py::GeneratorTests::test_zip_infinite_generator, test/dynamo/test_generator.py::GeneratorTests::test_zip_subgenerator, test/dynamo/test_generator.py::TestGeneratorSend::test_send, test/dynamo/test_generator.py::TestGeneratorSend::test_send_stop_iteration_fullgraph_False, test/dynamo/test_generator.py::TestGeneratorSend::test_send_stop_iteration_fullgraph_True, test/dynamo/test_generator.py::TestGeneratorClose::test_close, test/dynamo/test_generator.py::TestGeneratorClose::test_close_after_close, test/dynamo/test_generator.py::TestGeneratorClose::test_close_after_exception, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_GeneratorExit_fullgraph_False, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_GeneratorExit_fullgraph_True, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_GeneratorExit_return, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_and_reraise_GeneratorExit, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_and_reraise_exc_exc0, test/dynamo/test_generator.py::TestGeneratorClose::test_close_capture_and_reraise_exc_exc1, test/dynamo/test_generator.py::TestGeneratorClose::test_close_handling_finally, test/dynamo/test_generator.py::TestGeneratorClose::test_close_subgen, test/dynamo/test_generator.py::TestGeneratorClose::test_close_with_side_effects, test/dynamo/test_generator.py::TestGeneratorClose::test_close_with_subgen, test/dynamo/test_generator.py::TestGeneratorClose::test_next_after_close_fullgraph_False, test/dynamo/test_generator.py::TestGeneratorClose::test_next_after_close_fullgraph_True, test/dynamo/test_generator.py::TestGeneratorThrow::test_exception_context_with_yield, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_no_yield_after_throw, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_not_catch, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_raise_difference_exc, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_try_except_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_with_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_without_finally, test/dynamo/test_generator.py::TestGeneratorThrow::test_throw_yield_finally 2025-07-24T04:46:33.5440580Z 2025-07-24T04:46:35.6302410Z Running dynamo/test_guard_manager 1/1 ... [2025-07-24 04:46:35.630072] 2025-07-24T04:46:35.6302750Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:35.6305070Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'dynamo/test_guard_manager.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:35.630398] 2025-07-24T04:46:36.3306930Z 2025-07-24T04:46:36.3307740Z test_custom_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_custom_ops_1.1_33c132aee6d84ebe_.log 2025-07-24T04:46:36.3360740Z Running 277 items in this shard: test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op, test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op_with_CompositeExplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op_with_CompositeImplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_abstract_impl_on_existing_op_with_meta, test/test_custom_ops.py::TestCustomOp::test_autogen_aten_ops_are_pt2_compliant, test/test_custom_ops.py::TestCustomOp::test_autograd_function_backed_op, test/test_custom_ops.py::TestCustomOp::test_autograd_notimplemented, test/test_custom_ops.py::TestCustomOp::test_autograd_notimplemented_gradmode, test/test_custom_ops.py::TestCustomOp::test_backward_dict_grad_for_nontensor, test/test_custom_ops.py::TestCustomOp::test_backward_dict_invalid_keys, test/test_custom_ops.py::TestCustomOp::test_backward_dict_requires_keys_for_input_optional_tensors, test/test_custom_ops.py::TestCustomOp::test_backward_dict_requires_keys_for_input_tensors, test/test_custom_ops.py::TestCustomOp::test_backward_grads_are_tensor_or_none, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_CompositeImplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_incorrect_schema_mutable, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_incorrect_schema_no_output, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_incorrect_schema_views, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_with_key_key_Autograd, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_with_key_key_AutogradCPU, test/test_custom_ops.py::TestCustomOp::test_backward_impl_on_existing_op_with_key_key_AutogradCUDA, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_non_tensor, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_numel, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_tensorlist, test/test_custom_ops.py::TestCustomOp::test_backward_output_differentiability_type, test/test_custom_ops.py::TestCustomOp::test_backward_partially_registered, test/test_custom_ops.py::TestCustomOp::test_backward_returns_dict, test/test_custom_ops.py::TestCustomOp::test_backward_tensorlist_input_requires_list_grads, test/test_custom_ops.py::TestCustomOp::test_backward_tensorlist_input_requires_list_grads_none_or_Tensor, test/test_custom_ops.py::TestCustomOp::test_backward_tensorlist_input_requires_list_grads_with_same_numel, test/test_custom_ops.py::TestCustomOp::test_basic_make_fx, test/test_custom_ops.py::TestCustomOp::test_builtin_aten_ops_are_pt2_compliant, test/test_custom_ops.py::TestCustomOp::test_builtin_torchscript_ops, test/test_custom_ops.py::TestCustomOp::test_data_dependent_basic, test/test_custom_ops.py::TestCustomOp::test_data_dependent_compile, test/test_custom_ops.py::TestCustomOp::test_data_dependent_fake_tracing, test/test_custom_ops.py::TestCustomOp::test_data_dependent_nms_dynamic_compile, test/test_custom_ops.py::TestCustomOp::test_define_and_impl, test/test_custom_ops.py::TestCustomOp::test_define_bad_schema, test/test_custom_ops.py::TestCustomOp::test_define_validation, test/test_custom_ops.py::TestCustomOp::test_define_with_tags_list, test/test_custom_ops.py::TestCustomOp::test_define_with_tags_single, test/test_custom_ops.py::TestCustomOp::test_define_with_tags_tuple, test/test_custom_ops.py::TestCustomOp::test_defined_in_python, test/test_custom_ops.py::TestCustomOp::test_deploy_interaction, test/test_custom_ops.py::TestCustomOp::test_duplicate_impl, test/test_custom_ops.py::TestCustomOp::test_functionalize_error, test/test_custom_ops.py::TestCustomOp::test_impl_abstract_overload, test/test_custom_ops.py::TestCustomOp::test_impl_cpu, test/test_custom_ops.py::TestCustomOp::test_impl_device_cpu, test/test_custom_ops.py::TestCustomOp::test_impl_device_cuda, test/test_custom_ops.py::TestCustomOp::test_impl_device_function, test/test_custom_ops.py::TestCustomOp::test_impl_device_invalid, test/test_custom_ops.py::TestCustomOp::test_impl_function, test/test_custom_ops.py::TestCustomOp::test_impl_invalid_devices, test/test_custom_ops.py::TestCustomOp::test_impl_meta, test/test_custom_ops.py::TestCustomOp::test_impl_multiple, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CPU, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CUDA, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CompositeExplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_impl_on_existing_op_with_cpu_registration_key_CompositeImplicitAutograd, test/test_custom_ops.py::TestCustomOp::test_impl_separate, test/test_custom_ops.py::TestCustomOp::test_incorrect_schema_types, test/test_custom_ops.py::TestCustomOp::test_infer_schema_no_return, test/test_custom_ops.py::TestCustomOp::test_infer_schema_supported, test/test_custom_ops.py::TestCustomOp::test_infer_schema_unsupported, test/test_custom_ops.py::TestCustomOp::test_invalid_qualname, test/test_custom_ops.py::TestCustomOp::test_invalid_schemas, test/test_custom_ops.py::TestCustomOp::test_is_functional_schema, test/test_custom_ops.py::TestCustomOp::test_is_tensorlist_like_type, test/test_custom_ops.py::TestCustomOp::test_legacy_define, test/test_custom_ops.py::TestCustomOp::test_legacy_impl, test/test_custom_ops.py::TestCustomOp::test_lifetime, test/test_custom_ops.py::TestCustomOp::test_meta_for_data_dependent_shape_operation, test/test_custom_ops.py::TestCustomOp::test_name_must_match, test/test_custom_ops.py::TestCustomOp::test_new_data_dependent_symint, test/test_custom_ops.py::TestCustomOp::test_not_implemented_error, test/test_custom_ops.py::TestCustomOp::test_override_cea, test/test_custom_ops.py::TestCustomOp::test_override_fake, test/test_custom_ops.py::TestCustomOp::test_override_impl, test/test_custom_ops.py::TestCustomOp::test_override_meta, test/test_custom_ops.py::TestCustomOp::test_private_ctor, test/test_custom_ops.py::TestCustomOp::test_reserved_ns, test/test_custom_ops.py::TestCustomOp::test_resolve_packet, test/test_custom_ops.py::TestCustomOp::test_save_for_backward_inputs_are_namedtuple, test/test_custom_ops.py::TestCustomOp::test_schema_matches_signature, test/test_custom_ops.py::TestCustomOp::test_sequences, test/test_custom_ops.py::TestCustomOp::test_supported_param_types, test/test_custom_ops.py::TestCustomOp::test_supported_return_types_multi_return, test/test_custom_ops.py::TestCustomOp::test_supported_return_types_single_return, test/test_custom_ops.py::TestCustomOp::test_supported_schemas, test/test_custom_ops.py::TestCustomOp::test_symints, test/test_custom_ops.py::TestCustomOp::test_unsupported_param_types, test/test_custom_ops.py::TestCustomOp::test_unsupported_schemas, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_inplace, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_dynamic__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_inplace, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_aot_dispatch_static__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_inplace, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_autograd_registration__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_dont_generate, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_inplace, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_faketensor__test_nonzero, test/test_custom_ops.py::MiniOpTest::test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_inplace, test/test_custom_ops.py::MiniOpTest::test_mm, test/test_custom_ops.py::MiniOpTest::test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_nonzero, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_aten_mm, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_aten_nonzero, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_aten_sin_, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_mini_op_test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_mini_op_test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_pt2_compliant_tag_mini_op_test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_schema__test_delayed_error, test/test_custom_ops.py::MiniOpTest::test_schema__test_delayed_error_no_requires_grad, test/test_custom_ops.py::MiniOpTest::test_schema__test_incorrect_schema, test/test_custom_ops.py::MiniOpTest::test_schema__test_inplace, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm_errors, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm_fake, test/test_custom_ops.py::MiniOpTest::test_schema__test_mm_meta, test/test_custom_ops.py::MiniOpTest::test_schema__test_no_abstract, test/test_custom_ops.py::MiniOpTest::test_schema__test_nonzero, test/test_custom_ops.py::TestCustomOpAPI::test_any_output_is_alias_to_input_or_output, test/test_custom_ops.py::TestCustomOpAPI::test_any_requires_grad, test/test_custom_ops.py::TestCustomOpAPI::test_basic, test/test_custom_ops.py::TestCustomOpAPI::test_compile, test/test_custom_ops.py::TestCustomOpAPI::test_default_values, test/test_custom_ops.py::TestCustomOpAPI::test_disallows_output_aliasing, test/test_custom_ops.py::TestCustomOpAPI::test_factory_function, test/test_custom_ops.py::TestCustomOpAPI::test_fake, test/test_custom_ops.py::TestCustomOpAPI::test_kwarg_only_tensors, test/test_custom_ops.py::TestCustomOpAPI::test_layout_constraint_tags, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autocast, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autocast_list_input, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autocast_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autocast_multiple_times, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autocast_multiple_times_different_devices, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autograd, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_autograd_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_0, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_1, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_2, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_3, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_4, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_fake_source_idx_5, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_kernel, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_kernel_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch_rule_mode, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_torch_dispatch_rule_subclass, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_library_decorator, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_op_decorator, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_register_multiple_times, test/test_custom_ops.py::TestCustomOpAPI::test_library_register_vmap_register_multiple_times_2, test/test_custom_ops.py::TestCustomOpAPI::test_library_schema_infer, test/test_custom_ops.py::TestCustomOpAPI::test_manual_schema, test/test_custom_ops.py::TestCustomOpAPI::test_manual_schema_error, test/test_custom_ops.py::TestCustomOpAPI::test_multi_types, test/test_custom_ops.py::TestCustomOpAPI::test_mutated, test/test_custom_ops.py::TestCustomOpAPI::test_mutated_error, test/test_custom_ops.py::TestCustomOpAPI::test_mutated_unknown, test/test_custom_ops.py::TestCustomOpAPI::test_no_grad_skips_autograd, test/test_custom_ops.py::TestCustomOpAPI::test_overloading, test/test_custom_ops.py::TestCustomOpAPI::test_register_autograd_defaults, test/test_custom_ops.py::TestCustomOpAPI::test_register_autograd_error_cases, test/test_custom_ops.py::TestCustomOpAPI::test_register_autograd_kwargonly_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_register_vmap_defaults, test/test_custom_ops.py::TestCustomOpAPI::test_register_vmap_kwargonly_low_level, test/test_custom_ops.py::TestCustomOpAPI::test_replacement, test/test_custom_ops.py::TestCustomOpAPI::test_set_kernel_enabled, test/test_custom_ops.py::TestCustomOpAPI::test_split_device, test/test_custom_ops.py::TestCustomOpAPI::test_supports_tensorlist, test/test_custom_ops.py::MiniOpTestOther::test_aot_dispatch_dynamic__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_aot_dispatch_static__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_autograd_registration__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_faketensor__test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_nonzero_again, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_aten_mm, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_aten_nonzero, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_aten_sin_, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_mini_op_test_delayed_error, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_mini_op_test_incorrect_schema, test/test_custom_ops.py::MiniOpTestOther::test_pt2_compliant_tag_mini_op_test_no_abstract, test/test_custom_ops.py::MiniOpTestOther::test_schema__test_nonzero_again, test/test_custom_ops.py::TestGenerateOpcheckTests::test_MiniOpTest, test/test_custom_ops.py::TestGenerateOpcheckTests::test_dont_generate_decorator, test/test_custom_ops.py::TestGenerateOpcheckTests::test_failures_dict_validation, test/test_custom_ops.py::TestGenerateOpcheckTests::test_generate_repro_no_save_data, test/test_custom_ops.py::TestGenerateOpcheckTests::test_generate_repro_save_data, test/test_custom_ops.py::TestGenerateOpcheckTests::test_is_inside_opcheck_mode, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck_bad_op, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck_customopdef, test/test_custom_ops.py::TestGenerateOpcheckTests::test_opcheck_does_not_require_extra_deps, test/test_custom_ops.py::TestTypeConversion::test_mixed_types, test/test_custom_ops.py::TestTypeConversion::test_optional, test/test_custom_ops.py::TestTypeConversion::test_simple_tuple, test/test_custom_ops.py::TestTypeConversion::test_supported_types, test/test_custom_ops.py::TestOpProfiles::test_duplicate_registration_custom_op, test/test_custom_ops.py::TestOpProfiles::test_duplicate_registration_impl, test/test_custom_ops.py::TestOpProfiles::test_fake_registration, test/test_custom_ops.py::TestOpProfiles::test_save_to_file, test/test_custom_ops.py::TestOpProfiles::test_version, test/test_custom_ops.py::TestOpProfiles::test_yaml, test/test_custom_ops.py::TestCustomOpTestingCPU::test_aot_autograd_check_degenerate_cases_check_gradients_False_dynamic_False_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_aot_autograd_check_degenerate_cases_check_gradients_False_dynamic_True_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_aot_autograd_check_degenerate_cases_check_gradients_auto_dynamic_False_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_aot_autograd_check_degenerate_cases_check_gradients_auto_dynamic_True_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_assert_raises_regex_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_autograd_registered_at_backend_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_autograd_registration_check_autograd_kernel_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_autograd_registration_check_compositeimplicitautograd_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_autograd_registration_check_incorrect_composite_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_autograd_registration_check_incorrect_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_global_state_mutation_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_incorrect_abstract_impl_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_incorrect_schema_mutation_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_incorrect_schema_view_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_missing_abstract_impl_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_missing_functionalization_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_fails_basic_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpyCatCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpyCubeCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpyMulCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpyMulScalarCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpyNMSCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpyNonzeroCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpySortCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpySplitCopyCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpySplitCopyWithIntCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpyTakeCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_opinfo_NumpyViewCopyCustomOp_cpu_float32, test/test_custom_ops.py::TestCustomOpTestingCPU::test_opcheck_unbacked_stride_cpu, test/test_custom_ops.py::TestCustomOpTestingCPU::test_single_element_tuple_output_cpu 2025-07-24T04:46:36.3416780Z 2025-07-24T04:46:38.3765460Z Running test_autograd 1/1 ... [2025-07-24 04:46:38.376345] 2025-07-24T04:46:38.3766200Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:38.3768750Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_autograd.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:38.376676] 2025-07-24T04:46:38.9275880Z 2025-07-24T04:46:38.9280070Z dynamo/test_guard_manager 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_manager_1.1_a2716b1cff290aeb_.log 2025-07-24T04:46:38.9299210Z Running 32 items in this shard: test/dynamo/test_guard_manager.py::GuardManagerTests::test_attr_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_call_function_no_args_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_clone, test/dynamo/test_guard_manager.py::GuardManagerTests::test_default_device_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_contains_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_getitem_accessor, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dict_version_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_diff_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_dynamic_indices_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_equals_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_framelocals_accessor, test/dynamo/test_guard_manager.py::GuardManagerTests::test_framelocals_guard_e2e, test/dynamo/test_guard_manager.py::GuardManagerTests::test_global_state_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_global_state_reason, test/dynamo/test_guard_manager.py::GuardManagerTests::test_global_weakref, test/dynamo/test_guard_manager.py::GuardManagerTests::test_globals, test/dynamo/test_guard_manager.py::GuardManagerTests::test_guard_manager_leaf_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_id_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_item_guard_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_lambda_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_length_check_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_no_hasattr_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_no_tensor_aliasing_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_python_lambda_leaf_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_tensor_aliasing_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_tensor_match_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_tuple_iterator_getitem, test/dynamo/test_guard_manager.py::GuardManagerTests::test_type_guard, test/dynamo/test_guard_manager.py::GuardManagerTests::test_type_manager, test/dynamo/test_guard_manager.py::GuardManagerTests::test_weakref_alive_guard, test/dynamo/test_guard_manager.py::TypePropagationTests::test_basic_types 2025-07-24T04:46:38.9305970Z 2025-07-24T04:46:40.9737090Z Running export/test_sparse 1/1 ... [2025-07-24 04:46:40.973513] 2025-07-24T04:46:40.9737850Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:40.9740480Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_sparse.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:40.973796] 2025-07-24T04:46:41.8863620Z 2025-07-24T04:46:41.8864910Z dynamo/test_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_hooks_1.1_6b89ed8e72b2df4a_.log 2025-07-24T04:46:41.8878450Z Running 34 items in this shard: test/dynamo/test_hooks.py::HooksTests::test_complex_state_mutation_in_intermediary_hooks_same_on_inductor, test/dynamo/test_hooks.py::HooksTests::test_complex_state_mutation_in_intermediary_hooks_same_on_inductor_with_graph_break, test/dynamo/test_hooks.py::HooksTests::test_functools_arg_vary, test/dynamo/test_hooks.py::HooksTests::test_global_module_forward_pre_hook, test/dynamo/test_hooks.py::HooksTests::test_hook_with_closure, test/dynamo/test_hooks.py::HooksTests::test_hook_with_nested_closure, test/dynamo/test_hooks.py::HooksTests::test_input_hooks_same, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks_same_on_aot_eager, test/dynamo/test_hooks.py::HooksTests::test_intermediary_hooks_same_on_inductor, test/dynamo/test_hooks.py::HooksTests::test_intermediate_hook_with_closure_aot, test/dynamo/test_hooks.py::HooksTests::test_intermediate_hook_with_closure_eager, test/dynamo/test_hooks.py::HooksTests::test_nnmodule_hook_guards, test/dynamo/test_hooks.py::HooksTests::test_no_recompile_on_hook_identity_change, test/dynamo/test_hooks.py::HooksTests::test_no_recompile_on_same_hook, test/dynamo/test_hooks.py::HooksTests::test_post_acc_grad_hook, test/dynamo/test_hooks.py::HooksTests::test_recompile, test/dynamo/test_hooks.py::HooksTests::test_register_hook_partial_guarding, test/dynamo/test_hooks.py::HooksTests::test_removed_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_only_register_hook_in_graph_local_inner, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_global_hook, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_global_hooks_handles_in_list, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_break_handle_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_break_handle_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_lambda, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_in_graph_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_multi_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_repeated_handle_not_local, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_hook_repeated_handle_return, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_multiple_hooks, test/dynamo/test_hooks.py::HooksTests::test_tensor_register_multiple_hooks_handles_in_list, test/dynamo/test_hooks.py::HooksTests::test_wrap_top_frame_with_hooks 2025-07-24T04:46:41.8885520Z 2025-07-24T04:46:43.3834720Z 2025-07-24T04:46:43.3835690Z export/test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_sparse_1.1_e040c4d399678329_.log 2025-07-24T04:46:43.3878450Z Running 203 items in this shard: test/export/test_sparse.py::TestSparseProp::test_activation_coo, test/export/test_sparse.py::TestSparseProp::test_activation_csr, test/export/test_sparse.py::TestSparseProp::test_add, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseCSR, 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test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseCOO, 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test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseBSC, 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test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseCSR 2025-07-24T04:46:43.3920530Z 2025-07-24T04:46:43.9342480Z Running test_package 1/1 ... [2025-07-24 04:46:43.934024] 2025-07-24T04:46:43.9343210Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:43.9345830Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:43.934348] 2025-07-24T04:46:45.6748410Z Running export/test_draft_export 1/1 ... [2025-07-24 04:46:45.674620] 2025-07-24T04:46:45.6748770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:45.6750870Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'export/test_draft_export.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:45.674978] 2025-07-24T04:46:46.9894050Z 2025-07-24T04:46:46.9900870Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_fb2ddc2177a28d71_.log 2025-07-24T04:46:46.9923320Z Running 137 items in this shard: test/test_package.py::TestAnalyze::test_trace_dependencies, test/test_package.py::TestDependencyAPI::test_allow_empty_with_error, test/test_package.py::TestDependencyAPI::test_broken_dependency, test/test_package.py::TestDependencyAPI::test_deny, test/test_package.py::TestDependencyAPI::test_deny_glob, test/test_package.py::TestDependencyAPI::test_extern, test/test_package.py::TestDependencyAPI::test_extern_glob, test/test_package.py::TestDependencyAPI::test_extern_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_externing_c_extension, test/test_package.py::TestDependencyAPI::test_implicit_intern, test/test_package.py::TestDependencyAPI::test_intern_error, test/test_package.py::TestDependencyAPI::test_invalid_import, test/test_package.py::TestDependencyAPI::test_mock, test/test_package.py::TestDependencyAPI::test_mock_glob, test/test_package.py::TestDependencyAPI::test_mock_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_pickle_mocked, test/test_package.py::TestDependencyAPI::test_pickle_mocked_all, test/test_package.py::TestDependencyAPI::test_repackage_mocked_module, test/test_package.py::TestDependencyHooks::test_extern_and_mock_hook, test/test_package.py::TestDependencyHooks::test_multiple_extern_hooks, test/test_package.py::TestDependencyHooks::test_multiple_mock_hooks, test/test_package.py::TestDependencyHooks::test_remove_hooks, test/test_package.py::TestDependencyHooks::test_single_hook, test/test_package.py::TestDiGraph::test_all_paths, test/test_package.py::TestDiGraph::test_contains, test/test_package.py::TestDiGraph::test_contains_non_hashable, test/test_package.py::TestDiGraph::test_edges, test/test_package.py::TestDiGraph::test_forward_closure, test/test_package.py::TestDiGraph::test_iter, test/test_package.py::TestDiGraph::test_node_attr_update, test/test_package.py::TestDiGraph::test_node_attrs, test/test_package.py::TestDiGraph::test_predecessor_not_in_graph, test/test_package.py::TestDiGraph::test_predecessors, test/test_package.py::TestDiGraph::test_successor_not_in_graph, test/test_package.py::TestDiGraph::test_successors, test/test_package.py::DirectoryReaderTest::test_importer_access, test/test_package.py::DirectoryReaderTest::test_loading_has_record, test/test_package.py::DirectoryReaderTest::test_loading_module, test/test_package.py::DirectoryReaderTest::test_loading_pickle, test/test_package.py::DirectoryReaderTest::test_package_resource_access, test/test_package.py::DirectoryReaderTest::test_resource_access_by_path, test/test_package.py::DirectoryReaderTest::test_resource_reader, test/test_package.py::DirectoryReaderTest::test_scriptobject_failure_message, test/test_package.py::TestGlobGroup::test_exclude, test/test_package.py::TestGlobGroup::test_exclude_from_all, test/test_package.py::TestGlobGroup::test_invalid_raw, test/test_package.py::TestGlobGroup::test_list_include_exclude, test/test_package.py::TestGlobGroup::test_one_star, test/test_package.py::TestGlobGroup::test_one_star_middle, test/test_package.py::TestGlobGroup::test_one_star_multiple_in_component, test/test_package.py::TestGlobGroup::test_one_star_partial, test/test_package.py::TestGlobGroup::test_one_star_partial_extension, test/test_package.py::TestGlobGroup::test_raw_two_star, test/test_package.py::TestGlobGroup::test_two_star, test/test_package.py::TestGlobGroup::test_two_star_end, test/test_package.py::TestGlobGroup::test_two_star_middle, test/test_package.py::TestGlobGroup::test_two_star_multiple, test/test_package.py::TestImporter::test_ordered_importer_basic, test/test_package.py::TestImporter::test_ordered_importer_whichmodule, test/test_package.py::TestImporter::test_package_importer_whichmodule_no_dunder_module, test/test_package.py::TestImporter::test_single_ordered_importer, test/test_package.py::TestImporter::test_sys_importer, test/test_package.py::TestImporter::test_sys_importer_roundtrip, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_fx_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_nn_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_torchscript_module, test/test_package.py::TestMangling::test_demangle_base, test/test_package.py::TestMangling::test_demangler_multiple_manglers, test/test_package.py::TestMangling::test_is_mangled, test/test_package.py::TestMangling::test_mangle_empty_errors, test/test_package.py::TestMangling::test_mangle_prefix, test/test_package.py::TestMangling::test_mangler_is_consistent, test/test_package.py::TestMangling::test_package_mangler, test/test_package.py::TestMangling::test_roundtrip_mangling, test/test_package.py::TestMangling::test_unique_manglers, test/test_package.py::TestMangling::test_unique_module_names, test/test_package.py::TestMisc::test_dunder_package_present, test/test_package.py::TestMisc::test_dunder_package_works_from_package, test/test_package.py::TestMisc::test_exporter_content_lists, test/test_package.py::TestMisc::test_file_structure, test/test_package.py::TestMisc::test_file_structure_has_file, test/test_package.py::TestMisc::test_inspect_class, test/test_package.py::TestMisc::test_is_from_package, test/test_package.py::TestMisc::test_load_python_version_from_package, test/test_package.py::TestMisc::test_loaders_that_remap_files_work_ok, test/test_package.py::TestMisc::test_python_version, test/test_package.py::TestMisc::test_std_lib_sys_hackery_checks, test/test_package.py::ModelTest::test_model_save, test/test_package.py::ModelTest::test_resnet, test/test_package.py::ModelTest::test_script_resnet, test/test_package.py::TestPackageFX::test_package_fx_custom_tracer, test/test_package.py::TestPackageFX::test_package_fx_package, test/test_package.py::TestPackageFX::test_package_fx_simple, test/test_package.py::TestPackageFX::test_package_fx_with_imports, test/test_package.py::TestPackageFX::test_package_fx_wrap, test/test_package.py::TestPackageFX::test_package_gm_preserve_stack_trace, test/test_package.py::TestPackageFX::test_package_then_fx, test/test_package.py::TestPackageScript::test_different_package_interface, test/test_package.py::TestPackageScript::test_different_package_script_class, test/test_package.py::TestPackageScript::test_load_shared_scriptmodules, test/test_package.py::TestPackageScript::test_load_shared_tensors, test/test_package.py::TestPackageScript::test_load_shared_tensors_repackaged, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules_shared_code, test/test_package.py::TestPackageScript::test_package_interface, test/test_package.py::TestPackageScript::test_package_script_class, test/test_package.py::TestPackageScript::test_package_script_class_referencing_self, test/test_package.py::TestPackageScript::test_save_eager_mods_sharing_scriptmodule, test/test_package.py::TestPackageScript::test_save_independent_scriptmodules, test/test_package.py::TestPackageScript::test_save_repeat_scriptmodules, test/test_package.py::TestPackageScript::test_save_scriptmodule, test/test_package.py::TestPackageScript::test_save_scriptmodule_file, test/test_package.py::TestPackageScript::test_save_scriptmodule_only_necessary_code, test/test_package.py::TestPackageScript::test_save_scriptmodule_with_submods, test/test_package.py::TestPackageScript::test_save_scriptmodules_in_container, test/test_package.py::TestPackageScript::test_save_scriptmodules_submod_redefinition, test/test_package.py::TestPackageScript::test_save_shared_tensors, test/test_package.py::TestPackageScript::test_saving_and_scripting_packaged_mod, test/test_package.py::TestPackageScript::test_scriptmodules_repeat_save, test/test_package.py::TestPackageScript::test_tensor_sharing_pickle, test/test_package.py::TestRepackage::test_repackage_import_indirectly_via_parent_module, test/test_package.py::TestResources::test_importer_access, test/test_package.py::TestResources::test_package_resource_access, test/test_package.py::TestResources::test_resource_access_by_path, test/test_package.py::TestResources::test_resource_reader, test/test_package.py::TestSaveLoad::test_bad_dunder_imports, test/test_package.py::TestSaveLoad::test_dunder_imports, test/test_package.py::TestSaveLoad::test_exporting_mismatched_code, test/test_package.py::TestSaveLoad::test_pickle, test/test_package.py::TestSaveLoad::test_pickle_long_name_with_protocol_4, test/test_package.py::TestSaveLoad::test_save_imported_module, test/test_package.py::TestSaveLoad::test_save_imported_module_using_package_importer, test/test_package.py::TestSaveLoad::test_save_load_fp8, test/test_package.py::TestSaveLoad::test_save_module, test/test_package.py::TestSaveLoad::test_save_module_binary, test/test_package.py::TestSaveLoad::test_saving_source, test/test_package.py::TestSaveLoad::test_saving_string 2025-07-24T04:46:46.9944870Z 2025-07-24T04:46:48.2474260Z 2025-07-24T04:46:48.2475480Z export/test_draft_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_draft_export_1.1_2ee93fb9f40cf8ee_.log 2025-07-24T04:46:48.2480460Z Running 21 items in this shard: test/export/test_draft_export.py::TestDraftExport::test_complex_data_dependent_expr, test/export/test_draft_export.py::TestDraftExport::test_constantify_unbacked_symbol, test/export/test_draft_export.py::TestDraftExport::test_cuda_memory_usage, test/export/test_draft_export.py::TestDraftExport::test_data_dependent_failure, test/export/test_draft_export.py::TestDraftExport::test_dedup_data_dependent_failure, test/export/test_draft_export.py::TestDraftExport::test_fake_infer_dense_in_memory_check, test/export/test_draft_export.py::TestDraftExport::test_masked_linear, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_custom_op_basic, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_custom_op_multiple_profiles, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_custom_op_update_profile, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_guard, test/export/test_draft_export.py::TestDraftExport::test_missing_meta_kernel_impl, test/export/test_draft_export.py::TestDraftExport::test_offsets, test/export/test_draft_export.py::TestDraftExport::test_override_incorrectly_aliasing_kernel, test/export/test_draft_export.py::TestDraftExport::test_override_mismatched_fake_kernel_with_unbacked_symbols, test/export/test_draft_export.py::TestDraftExport::test_override_size_and_dtype_mismatched_fake_kernels, test/export/test_draft_export.py::TestDraftExport::test_shape_failure, test/export/test_draft_export.py::TestDraftExport::test_side_effect1, test/export/test_draft_export.py::TestDraftExport::test_side_effect_inps, test/export/test_draft_export.py::TestDraftExport::test_torchbind, test/export/test_draft_export.py::TestDraftExport::test_unbacked_div_mod_replacement 2025-07-24T04:46:48.2485230Z 2025-07-24T04:46:49.1617070Z Running test_ops_fwd_gradients 1/1 ... [2025-07-24 04:46:49.161488] 2025-07-24T04:46:49.1617840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:49.1620390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_ops_fwd_gradients.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:49.161794] 2025-07-24T04:46:50.4319630Z Running test_ops_gradients 1/1 ... [2025-07-24 04:46:50.431738] 2025-07-24T04:46:50.4320380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:46:50.4321960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_ops_gradients.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:46:50.432078] 2025-07-24T04:47:00.4159530Z 2025-07-24T04:47:00.4160070Z test_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autograd_1.1_51d40a4813f0fe6b_.log 2025-07-24T04:47:00.4292650Z Running 647 items in this shard: test/test_autograd.py::TestAutograd::test_access_saved_tensor_twice_without_recomputation_works, test/test_autograd.py::TestAutograd::test_accumulate_grad, test/test_autograd.py::TestAutograd::test_accumulate_grad_posthooks_can_observe_tensor_prehook, test/test_autograd.py::TestAutograd::test_accumulate_grad_posthooks_should_not_execute, test/test_autograd.py::TestAutograd::test_accumulate_grad_tensor_reference, test/test_autograd.py::TestAutograd::test_accumulate_grad_with_zero_numel_grad, test/test_autograd.py::TestAutograd::test_anomaly_assign_parent_cleanup, test/test_autograd.py::TestAutograd::test_anomaly_detect_nan, test/test_autograd.py::TestAutograd::test_anomaly_grad_warnings, test/test_autograd.py::TestAutograd::test_anomaly_mode_no_check_nan, test/test_autograd.py::TestAutograd::test_attribute_deletion, test/test_autograd.py::TestAutograd::test_autograd_inplace_view_of_view, test/test_autograd.py::TestAutograd::test_autograd_inplace_views_creation_meta, test/test_autograd.py::TestAutograd::test_autograd_inplace_views_cross_dtype, test/test_autograd.py::TestAutograd::test_autograd_multiple_views_python, test/test_autograd.py::TestAutograd::test_autograd_node_isinstance, test/test_autograd.py::TestAutograd::test_autograd_print_tensor, test/test_autograd.py::TestAutograd::test_autograd_python_custom_function_inplace, test/test_autograd.py::TestAutograd::test_autograd_simple_views_python, test/test_autograd.py::TestAutograd::test_autograd_views_codegen, test/test_autograd.py::TestAutograd::test_backward, test/test_autograd.py::TestAutograd::test_backward_badcalls, test/test_autograd.py::TestAutograd::test_backward_copy, test/test_autograd.py::TestAutograd::test_backward_create_graph_warns, test/test_autograd.py::TestAutograd::test_backward_hook_relative_ordering, test/test_autograd.py::TestAutograd::test_backward_no_grad, test/test_autograd.py::TestAutograd::test_backward_to_node, test/test_autograd.py::TestAutograd::test_backward_twice_retained_graph_with_saved_values, test/test_autograd.py::TestAutograd::test_backward_twice_retained_graph_without_saved_values, test/test_autograd.py::TestAutograd::test_backward_twice_with_saved_values, test/test_autograd.py::TestAutograd::test_backward_twice_without_saved_values, test/test_autograd.py::TestAutograd::test_backward_with_inputs, test/test_autograd.py::TestAutograd::test_backward_with_nonleaf_inputs, test/test_autograd.py::TestAutograd::test_backward_with_scalar_input, test/test_autograd.py::TestAutograd::test_calculate_shape_util, test/test_autograd.py::TestAutograd::test_callback_adds_callback, test/test_autograd.py::TestAutograd::test_callback_propagates_errors_from_device_thread, test/test_autograd.py::TestAutograd::test_cant_create_saved_tensors, test/test_autograd.py::TestAutograd::test_checkpoint_detects_non_determinism, test/test_autograd.py::TestAutograd::test_checkpoint_sequential_warns_if_use_reentrant_not_passed_explcitly, test/test_autograd.py::TestAutograd::test_checkpoint_valid_reset_on_error, test/test_autograd.py::TestAutograd::test_checkpoint_warns_if_use_reentrant_not_passed_explcitly, test/test_autograd.py::TestAutograd::test_checkpointing, test/test_autograd.py::TestAutograd::test_checkpointing_non_reentrant_autocast_cpu, test/test_autograd.py::TestAutograd::test_checkpointing_non_reentrant_autocast_gpu, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_arbitrary_input_output, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_correct_grad, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_custom_function_works, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_dataparallel, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_detached_tensor_use_reentrant_False, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_detached_tensor_use_reentrant_True, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_input_requires_grad_False, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_input_requires_grad_True, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_memory_savings, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_parameter_used_in_an_out, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_saved_object_identity, test/test_autograd.py::TestAutograd::test_checkpointing_without_reentrant_with_context_fn, test/test_autograd.py::TestAutograd::test_copy_slices_graph_task_updates, test/test_autograd.py::TestAutograd::test_create_graph_and_full_backward_hook_cycle, test/test_autograd.py::TestAutograd::test_current_graph_task_execution_order, test/test_autograd.py::TestAutograd::test_current_graph_task_id, test/test_autograd.py::TestAutograd::test_current_node, test/test_autograd.py::TestAutograd::test_custom_autograd_no_early_free, test/test_autograd.py::TestAutograd::test_custom_autograd_repeated_grad_grad, test/test_autograd.py::TestAutograd::test_custom_function_cycle, test/test_autograd.py::TestAutograd::test_custom_function_error, test/test_autograd.py::TestAutograd::test_custom_function_exception, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_forward_is_no_op, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_inplace_checks, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_non_differentiable, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_non_tensor_before_tensor_args, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_view_checks, test/test_autograd.py::TestAutograd::test_custom_function_forward_mode_wrong_formula, test/test_autograd.py::TestAutograd::test_custom_function_inplace_on_non_default_view, test/test_autograd.py::TestAutograd::test_custom_function_inplace_on_view_of_leaf, test/test_autograd.py::TestAutograd::test_custom_function_local_inplace, test/test_autograd.py::TestAutograd::test_custom_function_mark_dirty_not_differentiable, test/test_autograd.py::TestAutograd::test_custom_function_mark_output_view_of_intermediate, test/test_autograd.py::TestAutograd::test_custom_function_no_tensors, test/test_autograd.py::TestAutograd::test_custom_function_non_tensor_inputs_outputs, test/test_autograd.py::TestAutograd::test_custom_function_preserve_torch_function_when_return_as_is, test/test_autograd.py::TestAutograd::test_custom_function_return_view_in_nograd, test/test_autograd.py::TestAutograd::test_custom_function_save_for_forward, test/test_autograd.py::TestAutograd::test_custom_function_saved_tensors, test/test_autograd.py::TestAutograd::test_custom_function_setup_context_multi_input, test/test_autograd.py::TestAutograd::test_custom_function_setup_context_multi_output, test/test_autograd.py::TestAutograd::test_custom_function_setup_context_simple, test/test_autograd.py::TestAutograd::test_custom_function_vmap_defaults, test/test_autograd.py::TestAutograd::test_deep_reentrant, test/test_autograd.py::TestAutograd::test_default_saved_tensors_hooks_double_backward, test/test_autograd.py::TestAutograd::test_dep_nograd, test/test_autograd.py::TestAutograd::test_dependent_backward, test/test_autograd.py::TestAutograd::test_detach, test/test_autograd.py::TestAutograd::test_detach_base, test/test_autograd.py::TestAutograd::test_detach_then_inplace_raises_in_autograd, test/test_autograd.py::TestAutograd::test_diagonal_expanded_v, test/test_autograd.py::TestAutograd::test_dir, test/test_autograd.py::TestAutograd::test_disabling_saved_tensor_hooks, test/test_autograd.py::TestAutograd::test_disabling_saved_tensor_hooks_nested, test/test_autograd.py::TestAutograd::test_dont_materialize_grads, test/test_autograd.py::TestAutograd::test_duplicate_backward_root, test/test_autograd.py::TestAutograd::test_enable_grad_decorator_no_paren, test/test_autograd.py::TestAutograd::test_first_grad_fn_access_in_no_grad_mode, test/test_autograd.py::TestAutograd::test_free_deep_graph, test/test_autograd.py::TestAutograd::test_free_deep_graph_complicated, test/test_autograd.py::TestAutograd::test_free_deep_graph_pyfunction, test/test_autograd.py::TestAutograd::test_full_backward_hook_double_backward, test/test_autograd.py::TestAutograd::test_function, test/test_autograd.py::TestAutograd::test_function_returns_input, test/test_autograd.py::TestAutograd::test_function_returns_undefined_tensor, test/test_autograd.py::TestAutograd::test_gc_in_destructor, test/test_autograd.py::TestAutograd::test_grad, test/test_autograd.py::TestAutograd::test_grad_badcalls, test/test_autograd.py::TestAutograd::test_grad_batched_grad, test/test_autograd.py::TestAutograd::test_grad_empty_inputs, test/test_autograd.py::TestAutograd::test_grad_fn_attr_bindings, test/test_autograd.py::TestAutograd::test_grad_fn_badcalls, test/test_autograd.py::TestAutograd::test_grad_fn_input_metadata, test/test_autograd.py::TestAutograd::test_grad_fn_prehooks, test/test_autograd.py::TestAutograd::test_grad_fn_prehooks_multiple_outputs, test/test_autograd.py::TestAutograd::test_grad_fn_prehooks_remove_hooks, test/test_autograd.py::TestAutograd::test_grad_materialize_grads, test/test_autograd.py::TestAutograd::test_grad_mode_class_decoration, test/test_autograd.py::TestAutograd::test_grad_mode_restored_reentrant, test/test_autograd.py::TestAutograd::test_grad_nonleaf, test/test_autograd.py::TestAutograd::test_grad_nonleaf_many_outputs, test/test_autograd.py::TestAutograd::test_grad_nonleaf_register_hook, test/test_autograd.py::TestAutograd::test_grad_to_node, test/test_autograd.py::TestAutograd::test_grad_to_node_inplace, test/test_autograd.py::TestAutograd::test_grad_to_node_materialize, test/test_autograd.py::TestAutograd::test_grad_to_node_multi, test/test_autograd.py::TestAutograd::test_grad_to_node_set, test/test_autograd.py::TestAutograd::test_grad_unreachable, test/test_autograd.py::TestAutograd::test_grad_unreachable_discovery, test/test_autograd.py::TestAutograd::test_gradcheck_backward_mul_by_grad_output, test/test_autograd.py::TestAutograd::test_gradcheck_check_batched_grad, test/test_autograd.py::TestAutograd::test_gradcheck_check_forward_or_backward_only, test/test_autograd.py::TestAutograd::test_gradcheck_check_no_differentiable_outputs, test/test_autograd.py::TestAutograd::test_gradcheck_complex_non_complex_outputs, test/test_autograd.py::TestAutograd::test_gradcheck_custom_error, test/test_autograd.py::TestAutograd::test_gradcheck_default_device_placement_context, test/test_autograd.py::TestAutograd::test_gradcheck_dense_and_sparse_inputs, test/test_autograd.py::TestAutograd::test_gradcheck_forward_ad, test/test_autograd.py::TestAutograd::test_gradcheck_forward_ad_batched_grad, test/test_autograd.py::TestAutograd::test_gradcheck_forward_ad_respects_requires_grad, test/test_autograd.py::TestAutograd::test_gradcheck_forward_ad_runs_with_no_requires_grad, test/test_autograd.py::TestAutograd::test_gradcheck_get_analytical_jacobian, test/test_autograd.py::TestAutograd::test_gradcheck_get_numerical_jacobian, test/test_autograd.py::TestAutograd::test_gradcheck_input_layout0, test/test_autograd.py::TestAutograd::test_gradcheck_input_layout1, 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test/test_autograd.py::TestAutograd::test_saved_tensor_hooks_extra_enter_during_bw_no_leak, test/test_autograd.py::TestAutograd::test_saved_tensor_hooks_extra_exit_during_bw_no_crash, test/test_autograd.py::TestAutograd::test_saved_tensors_hook_version_counter_not_shared, test/test_autograd.py::TestAutograd::test_saved_variable_packing_unpacking_did_not_save_original_with_default_hooks, test/test_autograd.py::TestAutograd::test_saved_variable_packing_unpacking_did_not_save_original_with_hooks, test/test_autograd.py::TestAutograd::test_saved_variable_packing_unpacking_saved_original_with_default_hooks, test/test_autograd.py::TestAutograd::test_saved_variable_packing_unpacking_saved_original_with_hooks, test/test_autograd.py::TestAutograd::test_saved_variable_saved_original_inplace_detach, test/test_autograd.py::TestAutograd::test_saved_variable_version_counter, test/test_autograd.py::TestAutograd::test_saved_variables_deprecated, test/test_autograd.py::TestAutograd::test_saving_variable_to_disk, test/test_autograd.py::TestAutograd::test_scalar_grad_mixed_device, test/test_autograd.py::TestAutograd::test_select_expanded_v, test/test_autograd.py::TestAutograd::test_select_sum, test/test_autograd.py::TestAutograd::test_set_data_preserve_pyobj, test/test_autograd.py::TestAutograd::test_set_data_self_requires_grad, test/test_autograd.py::TestAutograd::test_set_data_tensorimpl_type, test/test_autograd.py::TestAutograd::test_set_grad_coroutines, test/test_autograd.py::TestAutograd::test_set_grad_coroutines_benign_exceptions, test/test_autograd.py::TestAutograd::test_set_grad_coroutines_critical_exceptions, test/test_autograd.py::TestAutograd::test_set_grad_coroutines_exit, test/test_autograd.py::TestAutograd::test_set_grad_enabled, test/test_autograd.py::TestAutograd::test_set_grad_enabled_wraps, test/test_autograd.py::TestAutograd::test_set_grad_generator_functions, test/test_autograd.py::TestAutograd::test_set_grad_generator_functions_recursive, test/test_autograd.py::TestAutograd::test_set_materialize_non_diff_grads, test/test_autograd.py::TestAutograd::test_setitem, test/test_autograd.py::TestAutograd::test_setitem_mask, test/test_autograd.py::TestAutograd::test_setting_default_saved_variable_hooks_twice_should_not_fail, test/test_autograd.py::TestAutograd::test_setting_default_saved_variable_hooks_twice_should_use_inner, test/test_autograd.py::TestAutograd::test_setup_context_when_forward_has_default_args, test/test_autograd.py::TestAutograd::test_shape, test/test_autograd.py::TestAutograd::test_sharded_grad, test/test_autograd.py::TestAutograd::test_simple_reentrant, test/test_autograd.py::TestAutograd::test_slice_expanded_v, test/test_autograd.py::TestAutograd::test_sparse_gather_both_scalar, test/test_autograd.py::TestAutograd::test_sparse_gather_dim0, test/test_autograd.py::TestAutograd::test_sparse_gather_dim1, test/test_autograd.py::TestAutograd::test_sparse_gather_dim_neg, test/test_autograd.py::TestAutograd::test_sparse_gather_ind_scalar, test/test_autograd.py::TestAutograd::test_sparse_gather_x_scalar, test/test_autograd.py::TestAutograd::test_sparse_mm_backward, test/test_autograd.py::TestAutograd::test_tensor_grad_warnings, test/test_autograd.py::TestAutograd::test_tensor_hooks_inplace, test/test_autograd.py::TestAutograd::test_tensor_hooks_inplace_multiple_outputs, test/test_autograd.py::TestAutograd::test_tensor_hooks_inplace_over_view, test/test_autograd.py::TestAutograd::test_thread_shutdown, test/test_autograd.py::TestAutograd::test_to_sparse_backward, test/test_autograd.py::TestAutograd::test_too_many_grads, test/test_autograd.py::TestAutograd::test_type_conversions, test/test_autograd.py::TestAutograd::test_unpack_hooks_exec_count, test/test_autograd.py::TestAutograd::test_unrelated_inputs, test/test_autograd.py::TestAutograd::test_unsafe_set_version_counter, test/test_autograd.py::TestAutograd::test_unused_output, test/test_autograd.py::TestAutograd::test_var_mean_differentiable, test/test_autograd.py::TestAutograd::test_variable_traverse, test/test_autograd.py::TestAutograd::test_version_counter, test/test_autograd.py::TestAutograd::test_view_func_replay, test/test_autograd.py::TestAutograd::test_view_func_replay_with_modified_state, test/test_autograd.py::TestAutograd::test_view_replay_enabled, test/test_autograd.py::TestAutograd::test_volatile_deprecated, test/test_autograd.py::TestAutograd::test_will_engine_execute_node, test/test_autograd.py::TestAutograd::test_wrapped_number_saved_tensors_hooks, test/test_autograd.py::TestAutogradForwardModeBatchedGrad::test_inplace_on_view_not_same_layout, test/test_autograd.py::TestAutogradForwardModeBatchedGrad::test_inplace_on_view_same_layout, test/test_autograd.py::TestAutogradForwardModeBatchedGrad::test_metadata_check_for_storage_numel_skipped, test/test_autograd.py::TestAutogradForwardModeBatchedGrad::test_out_of_place_basic, test/test_autograd.py::TestAutogradForwardModeBatchedGrad::test_out_of_place_not_same_layout, test/test_autograd.py::TestAutogradForwardMode::test_advanced_packing_unpacking, test/test_autograd.py::TestAutogradForwardMode::test_backward_graph_destruction, test/test_autograd.py::TestAutogradForwardMode::test_basic_packing_unpacking, test/test_autograd.py::TestAutogradForwardMode::test_codegen_ignores_undefined_outputs, test/test_autograd.py::TestAutogradForwardMode::test_create_new_zeros_with_same_meta, test/test_autograd.py::TestAutogradForwardMode::test_default_level, test/test_autograd.py::TestAutogradForwardMode::test_detach_view_tracking, test/test_autograd.py::TestAutogradForwardMode::test_forward_level_cleanup, test/test_autograd.py::TestAutogradForwardMode::test_fwd_grad_enabled, test/test_autograd.py::TestAutogradForwardMode::test_grad_cleanup, test/test_autograd.py::TestAutogradForwardMode::test_make_dual_forbid_integral_dtype, test/test_autograd.py::TestAutogradForwardMode::test_make_dual_inference_tensor_in_inference_mode, test/test_autograd.py::TestAutogradForwardMode::test_make_dual_torch_dispatch, test/test_autograd.py::TestAutogradForwardMode::test_metadata_check_check_conj, test/test_autograd.py::TestAutogradForwardMode::test_metadata_check_checks_ignores_size_zero, test/test_autograd.py::TestAutogradForwardMode::test_metadata_check_checks_storage_numel, test/test_autograd.py::TestAutogradForwardMode::test_metadata_check_ignore_storage_offset_for_zero_numel_tensor, test/test_autograd.py::TestAutogradForwardMode::test_metadata_check_when_primal_has_conj_bit, test/test_autograd.py::TestAutogradForwardMode::test_metadata_check_when_primal_has_neg_bit, test/test_autograd.py::TestAutogradForwardMode::test_nested_level, test/test_autograd.py::TestAutogradForwardMode::test_non_differentiable, test/test_autograd.py::TestAutogradForwardMode::test_out_variant, test/test_autograd.py::TestAutogradForwardMode::test_print, test/test_autograd.py::TestAutogradForwardMode::test_set_fw_grad_having_own_fw_grad_at_same_level, test/test_autograd.py::TestAutogradForwardMode::test_set_fwd_grad_enabled, test/test_autograd.py::TestAutogradForwardMode::test_size_check, test/test_autograd.py::TestAutogradForwardMode::test_view_inplace_always_creates_a_view, test/test_autograd.py::TestAutogradForwardMode::test_view_inplace_differentiable_views, test/test_autograd.py::TestAutogradForwardMode::test_view_inplace_non_differentiable_views, test/test_autograd.py::TestAllowMutationOnSaved::test_backward_out_of_context, test/test_autograd.py::TestAllowMutationOnSaved::test_basic, test/test_autograd.py::TestAllowMutationOnSaved::test_disallow_nesting, test/test_autograd.py::TestAllowMutationOnSaved::test_double_backward, test/test_autograd.py::TestAllowMutationOnSaved::test_inplace_foreach, 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test/test_autograd.py::TestAutogradDeviceTypeCPU::test_pin_memory_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_pow_real_negative_base_complex_exponent_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_profiler_emit_itt_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_profiler_emit_nvtx_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_pyscalar_conversions_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_reentrant_parent_error_on_cpu_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_requires_grad_factory_cpu_float32, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_requires_grad_factory_cpu_float64, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_resize_version_bump_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_rnn_backward_to_input_but_not_parameters_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_scatter_index_reduce_amin_amax_backprops_to_all_values_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_scatter_index_reduce_prod_gradgrad_error_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_set_requires_grad_only_for_floats_cpu_float32, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_set_requires_grad_only_for_floats_cpu_float64, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_set_requires_grad_only_for_floats_cpu_int16, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_set_requires_grad_only_for_floats_cpu_int32, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_set_requires_grad_only_for_floats_cpu_int64, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_set_requires_grad_only_for_floats_cpu_int8, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_simple_reentrant_cross_device_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_sparse_backward_cpu_complex128, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_sparse_backward_cpu_float64, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_sparse_ctor_getter_backward_cpu_complex128, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_sparse_ctor_getter_backward_cpu_float64, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_sparse_mask_autograd_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_strided_leaf_grad_layout_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_to_r_to_c_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_unused_output_device_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_warning_in_backward_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_where_functional_cpu, test/test_autograd.py::TestAutogradDeviceTypeCPU::test_where_scalar_cpu, test/test_autograd.py::TestAutogradMultipleDispatchCPU::test_autograd_composite_implicit_and_dispatch_registration_cpu, test/test_autograd.py::TestAutogradMultipleDispatchCPU::test_autograd_multiple_dispatch_registrations_cpu, test/test_autograd.py::TestAutogradMultipleDispatchCPU::test_backward_single_threaded_cpu, test/test_autograd.py::TestAutogradMultipleDispatchCPU::test_backward_tls_stash_cpu, test/test_autograd.py::TestAutogradMultipleDispatchCPU::test_foward_mode_AD_cpu, test/test_autograd.py::TestAutogradMultipleDispatchCPU::test_is_retain_graph_cpu, test/test_autograd.py::TestAutogradMultipleDispatchCPU::test_per_dispatch_key_input_saving_cpu, test/test_autograd.py::TestAutogradMultipleDispatchCPU::test_set_sequence_nr_cpu, test/test_autograd.py::TestAutogradMultipleDispatchCPU::test_view_copy_cpu 2025-07-24T04:47:00.4418810Z 2025-07-24T04:47:02.3419950Z Running xpu/test_fusion 1/1 ... [2025-07-24 04:47:02.341785] 2025-07-24T04:47:02.3421160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:47:02.3423230Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'xpu/test_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:47:02.342072] 2025-07-24T04:47:04.4215380Z 2025-07-24T04:47:04.4216220Z xpu/test_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_fusion_1.1_d26c82320094f9ca_.log 2025-07-24T04:47:04.4216720Z Running 0 items in this shard: 2025-07-24T04:47:04.4216860Z 2025-07-24T04:47:06.4750950Z Running cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 ... [2025-07-24 04:47:06.474919] 2025-07-24T04:47:06.4753320Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:47:06.4754810Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:47:06.475229] 2025-07-24T04:47:10.6113530Z 2025-07-24T04:47:10.6114470Z cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.libtorch_agnostic_extension.test.test_libtorch_agnostic_1.1_77ee6c2a109ce832_.log 2025-07-24T04:47:10.6119720Z Running 11 items in this shard: test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_divide_neg_exp_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_exp_neg_is_leaf_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_identity_does_not_hog_memory_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_is_contiguous_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_abs_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_empty_like_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_ones_like_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_transpose_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_my_zero__cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_neg_exp_cpu, test/cpp_extensions/libtorch_agnostic_extension/test/test_libtorch_agnostic.py::TestLibtorchAgnosticCPU::test_slow_sgd_cpu 2025-07-24T04:47:10.6124000Z 2025-07-24T04:47:12.5770910Z Running test_mkldnn 1/1 ... [2025-07-24 04:47:12.576894] 2025-07-24T04:47:12.5771610Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:47:12.5773850Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_mkldnn.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:47:12.577192] 2025-07-24T04:47:14.7423270Z 2025-07-24T04:47:14.7424010Z test_mkldnn 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_1.1_9b7b8f556b9c004e_.log 2025-07-24T04:47:14.7438350Z Running 89 items in this shard: test/test_mkldnn.py::TestMkldnnCPU::test_0_dimension_tensor_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_adaptive_avg_pool2d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_adaptive_avg_pool2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_add_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_autograd_from_mkldnn_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_autograd_to_mkldnn_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_avg_pool2d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_avg_pool2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_avg_pool2d_stride_none_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_avg_pool3d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_avg_pool3d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_batch_norm_2d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_batch_norm_2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_batch_norm_3d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_batch_norm_3d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_clone_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv1d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv1d_functional_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv2d_legacy_jit_model_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv3d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_1d_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_1d_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_2d_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_2d_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_3d_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_deconv_3d_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_nhwc_fp32_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_nhwc_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_nhwc_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose1d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose3d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose_nhwc_fp32_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose_nhwc_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_conv_transpose_nhwc_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_conversion_byte_char_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_conversion_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_copy_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_default_use_parent_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_detach_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_empty_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_gelu_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_gelu_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_generic_precision_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_is_mkldnn_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_is_mkldnn_jit_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_legacy_new_failure_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_linear_backward_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_linear_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_linear_lowp_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_linear_lowp_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_linear_non_contiguous_weight_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_lstm_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_matmul_lower_precision_cpu_bfloat16, test/test_mkldnn.py::TestMkldnnCPU::test_matmul_lower_precision_cpu_float16, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool2d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool2d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool2d_stride_none_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool3d_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool3d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_max_pool_unsupported_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mkldnn_conv_shapecheck_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mkldnn_error_on_zero_stride_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mkldnn_scaled_mm_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mkldnn_setflags_nowarn_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mlkdnn_get_set_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_mul_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_prelu_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_prelu_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_relu__cpu, test/test_mkldnn.py::TestMkldnnCPU::test_relu_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_relu_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_relu_inplace_bf16_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_repr_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_reshape_backward_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_reshape_blocked_format_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_reshape_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_resnet18_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_resnext50_32x4d_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_set_data_tensorimpl_type_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_sigmoid_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_softmax_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_tanh_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_transpose_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_transpose_invalid_dime_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_unsupported_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_view_cpu, test/test_mkldnn.py::TestMkldnnCPU::test_zero__cpu 2025-07-24T04:47:14.7451930Z 2025-07-24T04:47:16.7670800Z Running test_mkl_verbose 1/1 ... [2025-07-24 04:47:16.766868] 2025-07-24T04:47:16.7671530Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:47:16.7673920Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:47:16.767154] 2025-07-24T04:47:20.7201240Z 2025-07-24T04:47:20.7201990Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_ff02b6ca7f638087_.log 2025-07-24T04:47:20.7204020Z Running 2 items in this shard: test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_off, test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_on 2025-07-24T04:47:20.7205140Z 2025-07-24T04:47:22.7297040Z Running test_comparison_utils 1/1 ... [2025-07-24 04:47:22.729506] 2025-07-24T04:47:22.7297840Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:47:22.7299960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_comparison_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:47:22.729790] 2025-07-24T04:47:24.8177200Z 2025-07-24T04:47:24.8177850Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_61bb4961aa254c7c_.log 2025-07-24T04:47:24.8179740Z Running 7 items in this shard: test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert, test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert_nones, test/test_comparison_utils.py::TestComparisonUtils::test_assert_device, test/test_comparison_utils.py::TestComparisonUtils::test_assert_dtype, test/test_comparison_utils.py::TestComparisonUtils::test_assert_layout, test/test_comparison_utils.py::TestComparisonUtils::test_assert_sizes, test/test_comparison_utils.py::TestComparisonUtils::test_assert_strides 2025-07-24T04:47:24.8181170Z 2025-07-24T04:47:26.7941700Z Running test_transformers 1/2 ... [2025-07-24 04:47:26.794000] 2025-07-24T04:47:26.7942460Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:47:26.7944360Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_transformers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:47:26.794281] 2025-07-24T04:50:17.4381890Z 2025-07-24T04:50:17.4391920Z test_ops_fwd_gradients 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_fwd_gradients_1.1_ba168850e6560196_.log 2025-07-24T04:50:17.5378270Z Running 3189 items in this shard: test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad_H_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad_H_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad_T_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad_T_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___getitem___cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___getitem___cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___radd___cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___radd___cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rdiv___cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rdiv___cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rmatmul___cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rmatmul___cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rmod___cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rmul___cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rmul___cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rpow___cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rpow___cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rsub___cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad___rsub___cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad__batch_norm_with_update_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad__chunk_cat_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad__chunk_cat_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad__native_batch_norm_legit_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad__segment_reduce_lengths_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad__segment_reduce_offsets_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_fn_fwgrad_bwgrad__softmax_backward_data_cpu_float64, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_interpolate_bicubic_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_interpolate_bilinear_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_interpolate_linear_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_interpolate_nearest-exact_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_interpolate_nearest_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_interpolate_trilinear_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_kl_div_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_l1_loss_cpu_complex128, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_max_unpool3d_grad_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_mish_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_mse_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_multi_head_attention_forward_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_multi_margin_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_multilabel_margin_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_multilabel_soft_margin_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_forward_mode_AD_nn_functional_nll_loss_cpu_float64, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_cumsum_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_cumsum_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_fill_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_fill_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_log_softmax_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_logaddexp_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_logsumexp_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_logsumexp_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_mean_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_mean_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_median_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_norm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_normalize_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_normalize_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_prod_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_prod_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_scatter_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_scatter_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_select_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_select_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_softmax_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_softmin_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_std_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_std_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_sum_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_sum_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_var_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_masked_var_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_matmul_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_matmul_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_matrix_exp_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_matrix_exp_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_max_binary_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_max_pool2d_with_indices_backward_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_max_reduction_no_dim_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_max_reduction_with_dim_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_maximum_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mean_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mean_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_median_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_meshgrid_list_of_tensors_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_meshgrid_list_of_tensors_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_meshgrid_variadic_tensors_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_meshgrid_variadic_tensors_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_min_binary_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_min_reduction_no_dim_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_min_reduction_with_dim_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_minimum_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mm_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mode_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_movedim_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_movedim_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_msort_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mul_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mul_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_multinomial_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mv_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mv_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nan_to_num_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nanmean_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nanmedian_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nanquantile_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nansum_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_narrow_copy_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_narrow_copy_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_narrow_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_narrow_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_native_batch_norm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_native_dropout_backward_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_native_layer_norm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_ne_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_ne_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_neg_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_neg_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_new_empty_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_new_empty_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_new_empty_strided_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_new_empty_strided_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_new_full_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_new_full_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_new_ones_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_new_ones_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_new_zeros_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_new_zeros_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nextafter_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_adaptive_avg_pool1d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_adaptive_avg_pool2d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_adaptive_avg_pool3d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_adaptive_max_pool1d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_adaptive_max_pool2d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_adaptive_max_pool3d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_alpha_dropout_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_avg_pool1d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_avg_pool2d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_avg_pool3d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_batch_norm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_bilinear_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_binary_cross_entropy_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_binary_cross_entropy_with_logits_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_celu_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_channel_shuffle_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_channel_shuffle_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv1d_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv1d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv2d_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv2d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv3d_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv3d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv_transpose1d_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv_transpose1d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv_transpose2d_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv_transpose2d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv_transpose3d_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_conv_transpose3d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_cosine_embedding_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_cosine_similarity_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_cross_entropy_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_ctc_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_dropout2d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_dropout3d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_dropout_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_elu_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_embedding_bag_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_embedding_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_feature_alpha_dropout_with_train_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_feature_alpha_dropout_without_train_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_feature_alpha_dropout_without_train_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_fractional_max_pool2d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_fractional_max_pool3d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_gaussian_nll_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_gelu_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_glu_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_grid_sample_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_group_norm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_hardshrink_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_hardsigmoid_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_hardswish_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_hardtanh_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_hinge_embedding_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_huber_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_instance_norm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_interpolate_area_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_interpolate_bicubic_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_interpolate_bilinear_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_interpolate_linear_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_interpolate_nearest-exact_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_interpolate_nearest_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_interpolate_trilinear_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_kl_div_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_l1_loss_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_l1_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_layer_norm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_leaky_relu_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_linear_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_linear_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_local_response_norm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_logsigmoid_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_margin_ranking_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_max_pool1d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_max_pool2d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_max_pool3d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_max_unpool1d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_max_unpool1d_grad_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_max_unpool2d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_max_unpool2d_grad_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_max_unpool3d_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_max_unpool3d_grad_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_mish_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_mse_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_multi_head_attention_forward_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_multi_margin_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_multilabel_margin_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_multilabel_soft_margin_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_nll_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_normalize_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_normalize_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pad_circular_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pad_circular_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pad_constant_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pad_constant_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pad_reflect_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pad_reflect_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pad_replicate_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pad_replicate_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pad_replicate_negative_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pad_replicate_negative_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pairwise_distance_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pairwise_distance_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pdist_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pixel_shuffle_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pixel_shuffle_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pixel_unshuffle_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_pixel_unshuffle_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_poisson_nll_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_prelu_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_relu6_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_relu_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_rms_norm_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_rms_norm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_rrelu_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_scaled_dot_product_attention_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_selu_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_silu_complex_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_silu_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_smooth_l1_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_soft_margin_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_softmin_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_softmin_with_dtype_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_softmin_with_dtype_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_softplus_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_softshrink_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_softsign_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_softsign_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_tanhshrink_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_tanhshrink_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_threshold_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_triplet_margin_loss_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_triplet_margin_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_triplet_margin_with_distance_loss_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_triplet_margin_with_distance_loss_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_unfold_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_unfold_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_upsample_bilinear_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nn_functional_upsample_nearest_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nonzero_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nonzero_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nonzero_static_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_nonzero_static_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_norm_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_norm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_norm_fro_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_norm_fro_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_norm_inf_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_norm_inf_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_norm_nuc_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_norm_nuc_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_normal_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_normal_in_place_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_normal_in_place_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_normal_number_mean_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_ones_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_ones_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_ones_like_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_ones_like_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_ormqr_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_ormqr_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_outer_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_outer_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_pca_lowrank_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_pca_lowrank_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_permute_copy_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_permute_copy_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_permute_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_permute_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_pinverse_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_pinverse_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_polar_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_polygamma_polygamma_n_0_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_polygamma_polygamma_n_1_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_polygamma_polygamma_n_2_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_polygamma_polygamma_n_3_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_polygamma_polygamma_n_4_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_positive_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_positive_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_pow_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_pow_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_prod_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_prod_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_put_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_put_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_qr_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_qr_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_quantile_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_rad2deg_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_rand_like_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_rand_like_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_randint_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_randint_like_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_randn_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_randn_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_randn_like_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_randn_like_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_ravel_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_ravel_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_real_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_real_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_reciprocal_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_reciprocal_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_remainder_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_renorm_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_renorm_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_repeat_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_repeat_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_repeat_interleave_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_repeat_interleave_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_reshape_as_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_reshape_as_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_reshape_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_reshape_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_resize__cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_resize__cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_resize_as__cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_resize_as__cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_resolve_conj_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_resolve_conj_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_resolve_neg_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_resolve_neg_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_roll_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_roll_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_rot90_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_rot90_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_round_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_round_decimals_0_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_round_decimals_3_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_round_decimals_neg_3_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_rsqrt_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_rsqrt_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_rsub_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_rsub_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scalar_tensor_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scalar_tensor_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scatter_add_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scatter_add_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scatter_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scatter_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scatter_reduce_amax_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scatter_reduce_amin_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scatter_reduce_mean_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scatter_reduce_prod_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_scatter_reduce_sum_cpu_float64, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_sigmoid_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_sign_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_signal_windows_bartlett_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_signal_windows_blackman_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_signal_windows_cosine_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_signal_windows_exponential_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_signal_windows_gaussian_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_signal_windows_general_cosine_cpu_float64, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_where_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_where_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_xlogy_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_zero__cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_zero__cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_zeros_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_zeros_cpu_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_zeros_like_cpu_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCPU::test_inplace_forward_mode_AD_zeros_like_cpu_float64 2025-07-24T04:50:17.6211820Z 2025-07-24T04:50:19.8060550Z Running test_transformers 2/2 ... [2025-07-24 04:50:19.805827] 2025-07-24T04:50:19.8061370Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:50:19.8063830Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_transformers.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:50:19.806105] 2025-07-24T04:52:43.2728100Z 2025-07-24T04:52:43.2728770Z test_ops_gradients 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_1.1_6f04bdb6852f0341_.log 2025-07-24T04:52:43.4275210Z Running 5379 items in this shard: test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_H_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_H_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyCatCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyCubeCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyMulCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyMulScalarCustomOp_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_fn_fail_gradgrad_NumpyNMSCustomOp_cpu_float64, 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test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_hermite_polynomial_h_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_hermite_polynomial_he_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_i0e_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_i1_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_i1e_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_laguerre_polynomial_l_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_legendre_polynomial_p_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_log_ndtr_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_modified_bessel_i0_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_modified_bessel_i1_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_modified_bessel_k0_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_modified_bessel_k1_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_ndtr_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_ndtri_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_polygamma_special_polygamma_n_0_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_scaled_modified_bessel_k0_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_scaled_modified_bessel_k1_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_t_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_u_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_v_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_w_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_spherical_bessel_j0_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_xlog1py_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_special_zeta_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_list_args_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_list_args_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_with_sizes_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_with_sizes_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_with_sizes_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_split_with_sizes_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sqrt_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sqrt_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_square_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_square_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_multiple_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_squeeze_multiple_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_stack_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_stack_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_mean_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_mean_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_mean_unbiased_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_mean_unbiased_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_unbiased_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_std_unbiased_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_stft_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_stft_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sub_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sub_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sum_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sum_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sum_to_size_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_sum_to_size_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_svd_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_svd_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_svd_lowrank_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_svd_lowrank_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_t_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_t_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_t_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_t_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_take_along_dim_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_take_along_dim_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_take_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_take_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tan_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tan_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tanh_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tanh_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tensor_split_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tensor_split_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tensordot_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tensordot_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tile_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tile_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_to_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_to_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_to_sparse_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_to_sparse_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_topk_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_torch_ops_aten__safe_softmax_default_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trace_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trace_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_transpose_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_transpose_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_transpose_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_transpose_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trapezoid_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trapezoid_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trapz_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trapz_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_triangular_solve_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_triangular_solve_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tril_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_tril_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_triu_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_triu_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_true_divide_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_true_divide_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_trunc_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unbind_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unbind_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unbind_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unbind_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unflatten_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unflatten_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unfold_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unfold_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unfold_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unfold_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_uniform_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_uniform_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unique_consecutive_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unique_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsafe_chunk_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsafe_chunk_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsafe_split_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsafe_split_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsqueeze_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsqueeze_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsqueeze_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_unsqueeze_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_mean_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_mean_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_mean_unbiased_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_mean_unbiased_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_unbiased_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_var_unbiased_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vdot_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vdot_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_as_complex_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_as_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_as_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_as_real_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_copy_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_copy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_view_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vsplit_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vsplit_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vstack_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_vstack_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_where_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_where_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_xlogy_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zero__cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zero__cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zeros_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zeros_cpu_float64, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zeros_like_cpu_complex128, test/test_ops_gradients.py::TestBwdGradientsCPU::test_inplace_gradgrad_zeros_like_cpu_float64 2025-07-24T04:52:43.5739070Z 2025-07-24T04:52:45.8459380Z Running test_license 1/1 ... [2025-07-24 04:52:45.845660] 2025-07-24T04:52:45.8460660Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:52:45.8464270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_license.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:52:45.846187] 2025-07-24T04:52:48.6492920Z 2025-07-24T04:52:48.6499360Z test_license 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_license_1.1_1ec6518b4a028350_.log 2025-07-24T04:52:48.6500550Z Running 2 items in this shard: test/test_license.py::TestLicense::test_distinfo_license, test/test_license.py::TestLicense::test_license_for_wheel 2025-07-24T04:52:48.6500960Z 2025-07-24T04:52:51.1292650Z Running test_ao_sparsity 1/1 ... [2025-07-24 04:52:51.129057] 2025-07-24T04:52:51.1293410Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:52:51.1296640Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_ao_sparsity.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:52:51.129430] 2025-07-24T04:52:56.3289180Z 2025-07-24T04:52:56.3291360Z test_ao_sparsity 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_ao_sparsity_1.1_c50fc9eabc31f7da_.log 2025-07-24T04:52:56.3346120Z Running 76 items in this shard: test/test_ao_sparsity.py::TestQuantizedSparseKernels::test_sparse_qlinear, test/test_ao_sparsity.py::TestQuantizedSparseLayers::test_sparse_qlinear, test/test_ao_sparsity.py::TestQuantizedSparseLayers::test_sparse_qlinear_serdes, test/test_ao_sparsity.py::TestFakeSparsity::test_jit_trace, test/test_ao_sparsity.py::TestFakeSparsity::test_masking_logic, test/test_ao_sparsity.py::TestFakeSparsity::test_state_dict_preserved, test/test_ao_sparsity.py::TestFakeSparsity::test_weights_parametrized, test/test_ao_sparsity.py::TestCubicScheduler::test_constructor, test/test_ao_sparsity.py::TestCubicScheduler::test_step, test/test_ao_sparsity.py::TestScheduler::test_constructor, test/test_ao_sparsity.py::TestScheduler::test_lambda_scheduler, test/test_ao_sparsity.py::TestScheduler::test_order_of_steps, test/test_ao_sparsity.py::TestScheduler::test_step, test/test_ao_sparsity.py::TestBaseSparsifier::test_constructor, test/test_ao_sparsity.py::TestBaseSparsifier::test_convert, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params1, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params2, test/test_ao_sparsity.py::TestBaseSparsifier::test_mask_squash_with_params3, test/test_ao_sparsity.py::TestBaseSparsifier::test_prepare_config, test/test_ao_sparsity.py::TestBaseSparsifier::test_state_dict, test/test_ao_sparsity.py::TestBaseSparsifier::test_step, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_constructor, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_prepare, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_sparsity_levels, test/test_ao_sparsity.py::TestNearlyDiagonalSparsifier::test_step, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_constructor, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_mask_squash, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_prepare, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_sparsity_levels, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_step, test/test_ao_sparsity.py::TestWeightNormSparsifier::test_step_2_of_4, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_complex_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_constructor, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prepare_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prepare_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_activation_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_bias_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_padding_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_conv2d_pool_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_activation_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_bias_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_linear_linear, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_layernorm_linear_multiple_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_layernorm_linear_single_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_linear_multiple_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_prune_lstm_linear_single_layer, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_step_conv2d, test/test_ao_sparsity.py::TestBaseStructuredSparsifier::test_step_linear, test/test_ao_sparsity.py::TestFPGMPruner::test_compute_distance, test/test_ao_sparsity.py::TestFPGMPruner::test_update_mask, test/test_ao_sparsity.py::TestSaliencyPruner::test_lstm_saliency_pruner_update_mask, test/test_ao_sparsity.py::TestSaliencyPruner::test_saliency_pruner_update_mask, test/test_ao_sparsity.py::TestActivationSparsifier::test_activation_sparsifier, test/test_ao_sparsity.py::TestBaseDataScheduler::test_constructor, test/test_ao_sparsity.py::TestBaseDataScheduler::test_order_of_steps, test/test_ao_sparsity.py::TestBaseDataScheduler::test_state_dict, test/test_ao_sparsity.py::TestBaseDataScheduler::test_step, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_nn_embeddings, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_nn_parameters, test/test_ao_sparsity.py::TestBaseDataSparsifier::test_tensors, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_nn_embeddings, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_nn_parameters, test/test_ao_sparsity.py::TestNormDataSparsifiers::test_tensors, test/test_ao_sparsity.py::TestQuantizationUtils::test_ptq_quantize_first, test/test_ao_sparsity.py::TestQuantizationUtils::test_ptq_sparsify_first, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_fqn_to_module_for_tensors, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_get_arg_info_from_tensor_fqn, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_get_arg_info_from_tensor_fqn_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn_fail, test/test_ao_sparsity.py::TestSparsityUtilFunctions::test_module_to_fqn_root 2025-07-24T04:52:56.3367550Z 2025-07-24T04:52:58.9325400Z Running test_foreach 1/1 ... [2025-07-24 04:52:58.932384] 2025-07-24T04:52:58.9326930Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:52:58.9329510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_foreach.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:52:58.932665] 2025-07-24T04:53:47.4172590Z 2025-07-24T04:53:47.4173170Z test_foreach 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_foreach_1.1_b577b4610944b17d_.log 2025-07-24T04:53:47.5148910Z Running 3577 items in this shard: test/test_foreach.py::TestForeachCPU::test_0dim_tensor_overload_cpu_ok_cpu, test/test_foreach.py::TestForeachCPU::test_0dim_tensor_overload_exception_cpu, test/test_foreach.py::TestForeachCPU::test_add_scalar_with_empty_list_and_empty_tensor_cpu_bfloat16, test/test_foreach.py::TestForeachCPU::test_add_scalar_with_empty_list_and_empty_tensor_cpu_complex128, test/test_foreach.py::TestForeachCPU::test_add_scalar_with_empty_list_and_empty_tensor_cpu_complex64, test/test_foreach.py::TestForeachCPU::test_add_scalar_with_empty_list_and_empty_tensor_cpu_float16, test/test_foreach.py::TestForeachCPU::test_add_scalar_with_empty_list_and_empty_tensor_cpu_float32, 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test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sinh_cpu_complex128, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sinh_cpu_complex64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sinh_cpu_float16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sinh_cpu_float32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sinh_cpu_float64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sinh_cpu_int16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sinh_cpu_int32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sinh_cpu_int64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sinh_cpu_int8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sinh_cpu_uint8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_bfloat16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_bool, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_complex128, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_complex64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_float16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_float32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_float64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_int16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_int32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_int64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_int8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_sqrt_cpu_uint8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_bfloat16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_bool, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_complex128, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_complex64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_float16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_float32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_float64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_int16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_int32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_int64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_int8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tan_cpu_uint8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_bfloat16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_bool, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_complex128, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_complex64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_float16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_float32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_float64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_int16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_int32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_int64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_int8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_tanh_cpu_uint8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_bfloat16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_bool, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_complex128, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_complex64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_float16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_float32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_float64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_int16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_int32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_int64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_int8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_trunc_cpu_uint8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_bfloat16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_bool, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_complex128, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_complex64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_float16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_float32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_float64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_int16, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_int32, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_int64, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_int8, test/test_foreach.py::TestForeachCPU::test_unary_op_tensors_on_different_devices__foreach_zero_cpu_uint8 2025-07-24T04:53:47.6198720Z 2025-07-24T04:53:50.0559530Z Running test_functionalization 1/1 ... [2025-07-24 04:53:50.055753] 2025-07-24T04:53:50.0561570Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:53:50.0564890Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_functionalization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:53:50.056078] 2025-07-24T04:53:55.9600580Z 2025-07-24T04:53:55.9601910Z test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functionalization_1.1_d754ea6c8786953e_.log 2025-07-24T04:53:55.9675230Z Running 112 items in this shard: test/test_functionalization.py::TestFunctionalization::test_advanced_indexing, test/test_functionalization.py::TestFunctionalization::test_advanced_indexing_correct_strides, test/test_functionalization.py::TestFunctionalization::test_aliases_maintained_after_pass_when_reapplying_views, test/test_functionalization.py::TestFunctionalization::test_as_strided, test/test_functionalization.py::TestFunctionalization::test_batch_norm, test/test_functionalization.py::TestFunctionalization::test_cat, test/test_functionalization.py::TestFunctionalization::test_channels_last_contiguous, test/test_functionalization.py::TestFunctionalization::test_copy_, test/test_functionalization.py::TestFunctionalization::test_copy_stride_mismatch, test/test_functionalization.py::TestFunctionalization::test_diagonal, test/test_functionalization.py::TestFunctionalization::test_diagonal_mutated_input, test/test_functionalization.py::TestFunctionalization::test_everything, test/test_functionalization.py::TestFunctionalization::test_expand_symint, test/test_functionalization.py::TestFunctionalization::test_fill_, test/test_functionalization.py::TestFunctionalization::test_freeze, test/test_functionalization.py::TestFunctionalization::test_index_mutation_on_non_input, test/test_functionalization.py::TestFunctionalization::test_inplace_on_non_view, test/test_functionalization.py::TestFunctionalization::test_instance_norm, test/test_functionalization.py::TestFunctionalization::test_metadata_change, test/test_functionalization.py::TestFunctionalization::test_metadata_change_out_op, test/test_functionalization.py::TestFunctionalization::test_mixed_wrappers_invalid, test/test_functionalization.py::TestFunctionalization::test_mixed_wrappers_valid, test/test_functionalization.py::TestFunctionalization::test_multi_out, test/test_functionalization.py::TestFunctionalization::test_multiple_views_of_same_base, test/test_functionalization.py::TestFunctionalization::test_mutable_op_not_inplace_or_other, test/test_functionalization.py::TestFunctionalization::test_mutation_overlapping_mem, test/test_functionalization.py::TestFunctionalization::test_nested_functions_propagate_updates, test/test_functionalization.py::TestFunctionalization::test_only_one_view, test/test_functionalization.py::TestFunctionalization::test_optional_tensor_list, test/test_functionalization.py::TestFunctionalization::test_python_functionalization, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_conj, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_is_conj, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_is_neg, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_lift_fresh, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_lift_fresh_storage, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_neg, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_zero_tensor, test/test_functionalization.py::TestFunctionalization::test_reapply_views_simple, test/test_functionalization.py::TestFunctionalization::test_resize_larger_invalid, test/test_functionalization.py::TestFunctionalization::test_resize_larger_valid, test/test_functionalization.py::TestFunctionalization::test_resize_same_size_diff_rank, test/test_functionalization.py::TestFunctionalization::test_resize_smaller, test/test_functionalization.py::TestFunctionalization::test_save_for_backwards_segfault, test/test_functionalization.py::TestFunctionalization::test_scalars, test/test_functionalization.py::TestFunctionalization::test_set_, test/test_functionalization.py::TestFunctionalization::test_simple, test/test_functionalization.py::TestFunctionalization::test_simple_out, test/test_functionalization.py::TestFunctionalization::test_slice, test/test_functionalization.py::TestFunctionalization::test_split, test/test_functionalization.py::TestFunctionalization::test_split_with_sizes, test/test_functionalization.py::TestFunctionalization::test_tensor_ctr, test/test_functionalization.py::TestFunctionalization::test_tensor_list_composite, test/test_functionalization.py::TestFunctionalization::test_tensor_list_mixed_functional_nonfunctional, test/test_functionalization.py::TestFunctionalization::test_unbind, test/test_functionalization.py::TestFunctionalization::test_view_clone_view_inplace, test/test_functionalization.py::TestFunctionalization::test_view_inplace, test/test_functionalization.py::TestCrossRefFunctionalization::test_advanced_indexing, test/test_functionalization.py::TestCrossRefFunctionalization::test_advanced_indexing_correct_strides, test/test_functionalization.py::TestCrossRefFunctionalization::test_aliases_maintained_after_pass_when_reapplying_views, test/test_functionalization.py::TestCrossRefFunctionalization::test_as_strided, test/test_functionalization.py::TestCrossRefFunctionalization::test_batch_norm, test/test_functionalization.py::TestCrossRefFunctionalization::test_cat, test/test_functionalization.py::TestCrossRefFunctionalization::test_channels_last_contiguous, test/test_functionalization.py::TestCrossRefFunctionalization::test_copy_, test/test_functionalization.py::TestCrossRefFunctionalization::test_copy_stride_mismatch, test/test_functionalization.py::TestCrossRefFunctionalization::test_diagonal, test/test_functionalization.py::TestCrossRefFunctionalization::test_diagonal_mutated_input, test/test_functionalization.py::TestCrossRefFunctionalization::test_everything, test/test_functionalization.py::TestCrossRefFunctionalization::test_expand_symint, test/test_functionalization.py::TestCrossRefFunctionalization::test_fill_, test/test_functionalization.py::TestCrossRefFunctionalization::test_freeze, test/test_functionalization.py::TestCrossRefFunctionalization::test_index_mutation_on_non_input, test/test_functionalization.py::TestCrossRefFunctionalization::test_inplace_on_non_view, test/test_functionalization.py::TestCrossRefFunctionalization::test_instance_norm, test/test_functionalization.py::TestCrossRefFunctionalization::test_metadata_change, test/test_functionalization.py::TestCrossRefFunctionalization::test_metadata_change_out_op, test/test_functionalization.py::TestCrossRefFunctionalization::test_mixed_wrappers_invalid, test/test_functionalization.py::TestCrossRefFunctionalization::test_mixed_wrappers_valid, test/test_functionalization.py::TestCrossRefFunctionalization::test_multi_out, test/test_functionalization.py::TestCrossRefFunctionalization::test_multiple_views_of_same_base, test/test_functionalization.py::TestCrossRefFunctionalization::test_mutable_op_not_inplace_or_other, test/test_functionalization.py::TestCrossRefFunctionalization::test_mutation_overlapping_mem, test/test_functionalization.py::TestCrossRefFunctionalization::test_nested_functions_propagate_updates, test/test_functionalization.py::TestCrossRefFunctionalization::test_only_one_view, test/test_functionalization.py::TestCrossRefFunctionalization::test_optional_tensor_list, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_conj, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_is_conj, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_is_neg, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_lift_fresh, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_lift_fresh_storage, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_neg, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_zero_tensor, test/test_functionalization.py::TestCrossRefFunctionalization::test_reapply_views_simple, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_larger_invalid, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_larger_valid, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_same_size_diff_rank, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_smaller, test/test_functionalization.py::TestCrossRefFunctionalization::test_save_for_backwards_segfault, test/test_functionalization.py::TestCrossRefFunctionalization::test_scalars, test/test_functionalization.py::TestCrossRefFunctionalization::test_set_, test/test_functionalization.py::TestCrossRefFunctionalization::test_simple, test/test_functionalization.py::TestCrossRefFunctionalization::test_simple_out, test/test_functionalization.py::TestCrossRefFunctionalization::test_slice, test/test_functionalization.py::TestCrossRefFunctionalization::test_split, test/test_functionalization.py::TestCrossRefFunctionalization::test_split_with_sizes, test/test_functionalization.py::TestCrossRefFunctionalization::test_tensor_ctr, test/test_functionalization.py::TestCrossRefFunctionalization::test_tensor_list_composite, test/test_functionalization.py::TestCrossRefFunctionalization::test_tensor_list_mixed_functional_nonfunctional, test/test_functionalization.py::TestCrossRefFunctionalization::test_unbind, test/test_functionalization.py::TestCrossRefFunctionalization::test_view_clone_view_inplace, test/test_functionalization.py::TestCrossRefFunctionalization::test_view_inplace 2025-07-24T04:53:55.9708420Z 2025-07-24T04:53:58.4211440Z Running test_expanded_weights 1/1 ... [2025-07-24 04:53:58.420954] 2025-07-24T04:53:58.4212230Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:53:58.4215960Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_expanded_weights.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:53:58.421328] 2025-07-24T04:54:06.1997310Z 2025-07-24T04:54:06.2005540Z test_expanded_weights 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_expanded_weights_1.1_4db5ad8ef2e24436_.log 2025-07-24T04:54:06.2069200Z Running 189 items in this shard: test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCPU::test_forward_helper_cpu, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCPU::test_forward_helper_failure_args_cpu, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCPU::test_set_grad_sample_if_exists_cpu, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCPU::test_set_grad_sample_if_exists_failure_cpu, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCPU::test_sum_over_all_but_batch_and_last_n_cpu, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCPU::test_unpack_expanded_weight_or_tensor_cpu, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCPU::test_unpack_expanded_weight_or_tensor_failure_cpu, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCPU::test_unpack_expanded_weight_or_tensor_with_custom_function_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_cnn_model_mean_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_cnn_model_sum_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_embedding_model_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_error_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv1d_cpu_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv1d_cpu_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv1d_cpu_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv1d_cpu_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv1d_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv1d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv1d_cpu_int64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv2d_cpu_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv2d_cpu_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv2d_cpu_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv2d_cpu_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv2d_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv2d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv2d_cpu_int64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv3d_cpu_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv3d_cpu_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv3d_cpu_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv3d_cpu_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv3d_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv3d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_conv3d_cpu_int64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_embedding_cpu_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_embedding_cpu_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_embedding_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_embedding_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_group_norm_cpu_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_group_norm_cpu_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_group_norm_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_group_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_instance_norm_cpu_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_instance_norm_cpu_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_instance_norm_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_instance_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_layer_norm_cpu_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_layer_norm_cpu_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_layer_norm_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_layer_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_int16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_int32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_int64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_int8, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_forward_nn_functional_linear_cpu_uint8, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_mean_nn_functional_conv1d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_mean_nn_functional_conv2d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_mean_nn_functional_conv3d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_mean_nn_functional_embedding_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_mean_nn_functional_group_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_mean_nn_functional_instance_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_mean_nn_functional_layer_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_mean_nn_functional_linear_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_sum_nn_functional_conv1d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_sum_nn_functional_conv2d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_sum_nn_functional_conv3d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_sum_nn_functional_embedding_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_sum_nn_functional_group_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_sum_nn_functional_instance_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_sum_nn_functional_layer_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weight_per_sample_grad_sum_nn_functional_linear_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv1d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv2d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_conv3d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_embedding_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_group_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_instance_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_layer_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_expanded_weights_per_sample_grad_input_no_grad_nn_functional_linear_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_group_norm_error_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_group_norm_model_num_dim_1_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_group_norm_model_num_dim_2_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_group_norm_model_num_dim_3_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_instance_norm_model_num_dim_1_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_instance_norm_model_num_dim_2_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_instance_norm_model_num_dim_3_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_layer_norm_model_num_dim_1_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_layer_norm_model_num_dim_2_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_layer_norm_model_num_dim_3_cpu, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_unsupported_expand_weights_nn_functional_conv1d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_unsupported_expand_weights_nn_functional_conv2d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_unsupported_expand_weights_nn_functional_conv3d_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_unsupported_expand_weights_nn_functional_embedding_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_unsupported_expand_weights_nn_functional_group_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_unsupported_expand_weights_nn_functional_instance_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_unsupported_expand_weights_nn_functional_layer_norm_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCPU::test_unsupported_expand_weights_nn_functional_linear_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_circular_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_circular_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_pad1_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_pad1_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_pad1size1_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_pad1size1_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_pad2size1_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_pad2size1_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_reflect_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_reflect_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_replicate_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_replicate_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_stride_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_stride_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_zero_batch_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_zero_batch_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_zeros_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv1d_zeros_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_circular_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_circular_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_dilated_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_dilated_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_no_bias_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_no_bias_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_padding_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_padding_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_reflect_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_reflect_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_replicate_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_replicate_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_strided_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_strided_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_zero_batch_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_zero_batch_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_zeros_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv2d_zeros_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_1x1x1_no_bias_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_1x1x1_no_bias_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_circular_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_circular_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_no_bias_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_no_bias_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_replicate_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_replicate_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_stride_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_stride_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_stride_padding_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_stride_padding_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_zero_batch_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_zero_batch_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_zeros_stride2_pad2_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Conv3d_zeros_stride2_pad2_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Embedding_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Embedding_discontiguous_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Embedding_discontiguous_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Embedding_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_LayerNorm_3d_no_affine_large_feature_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_LayerNorm_3d_no_affine_large_feature_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Linear_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Linear_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Linear_no_batch_dim_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Linear_no_batch_dim_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Linear_no_bias_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_Linear_no_bias_multiple_inputs_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_GRU_eval_mode_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_GRU_eval_mode_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_GRU_train_mode_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_GRU_train_mode_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_LSTM_eval_mode_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_LSTM_eval_mode_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_LSTM_train_mode_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_LSTM_train_mode_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_RNN_eval_mode_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_RNN_eval_mode_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_RNN_train_mode_cpu_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_module_nn_RNN_train_mode_cpu_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_per_sample_api_compute_batch_size_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_per_sample_api_compute_batch_size_not_pytreeable_cpu, test/test_expanded_weights.py::TestExpandedWeightModuleCPU::test_per_sample_api_failing_cpu 2025-07-24T04:54:06.2130020Z 2025-07-24T04:54:08.6452010Z Running backends/xeon/test_launch 1/1 ... [2025-07-24 04:54:08.645004] 2025-07-24T04:54:08.6453080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:54:08.6455510Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'backends/xeon/test_launch.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:54:08.645307] 2025-07-24T04:54:11.0082080Z 2025-07-24T04:54:11.0083600Z backends/xeon/test_launch 1/1 was successful, full logs can be found in artifacts with path test/test-reports/backends.xeon.test_launch_1.1_485712fa74fcf03f_.log 2025-07-24T04:54:11.0086640Z Running 2 items in this shard: test/backends/xeon/test_launch.py::TestTorchrun::test_cpu_info, test/backends/xeon/test_launch.py::TestTorchrun::test_multi_threads 2025-07-24T04:54:11.0088300Z 2025-07-24T04:54:13.3915210Z Running test_openmp 1/1 ... [2025-07-24 04:54:13.391335] 2025-07-24T04:54:13.3915940Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:54:13.3919380Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_openmp.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:54:13.391736] 2025-07-24T04:54:20.1006280Z 2025-07-24T04:54:20.1008730Z test_openmp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_openmp_1.1_72d7f65525df5111_.log 2025-07-24T04:54:20.1027720Z Running 2 items in this shard: test/test_openmp.py::TestOpenMP_ParallelFor::test_n_threads, test/test_openmp.py::TestOpenMP_ParallelFor::test_one_thread 2025-07-24T04:54:20.1032880Z 2025-07-24T04:54:20.2489240Z 2025-07-24T04:54:20.2490540Z test_transformers 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.2_26c328670b56d00e_.log 2025-07-24T04:54:20.3611180Z Running 1703 items in this shard: test/test_transformers.py::TestTransformersCPU::test_bias_is_none_cpu, test/test_transformers.py::TestTransformersCPU::test_decoder_only_layer_cpu, test/test_transformers.py::TestTransformersCPU::test_encoder_padding_and_src_mask_bool_cpu, test/test_transformers.py::TestTransformersCPU::test_is_causal_gpu_cpu, test/test_transformers.py::TestTransformersCPU::test_kpm_mask_trailing_column_with_nested_tensor_cpu, test/test_transformers.py::TestTransformersCPU::test_mask_check_fastpath_cpu, test/test_transformers.py::TestTransformersCPU::test_mha_native_args_nb_heads_1_bias_False_cpu, test/test_transformers.py::TestTransformersCPU::test_mha_native_args_nb_heads_8_bias_True_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_bool_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_float32_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_bool_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_float32_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_bool_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_float32_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_bool_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_0_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_5_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_0_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_5_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_0_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_5_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_0_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_5_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_2_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_5_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_5_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_2_cpu, test/test_transformers.py::TestTransformersCPU::test_script_mha_in_proj_weight_none_cpu, test/test_transformers.py::TestTransformersCPU::test_self_attn_TxT_attn_mask_cpu, test/test_transformers.py::TestTransformersCPU::test_train_with_pad_and_catch_error_cpu, test/test_transformers.py::TestTransformersCPU::test_transformer_bias_is_none_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_False_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_True_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_False_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_True_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_True_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_12_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_256_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_12_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_256_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_256_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_square_input_with_no_grad_False_training_True_enable_nested_tensor_False_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoderlayer_src_mask_nhead_4_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoderlayer_subclass_model_cpu, test/test_transformers.py::TestTransformersCPU::test_with_nested_tensor_input_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_flash_atteention_large_bf16_nan_values_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_flash_attention_fail_with_non_square_causal_attention_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_2_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_flash_fail_fp32_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_fused_kernels_nested_broadcasting_error_cases_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_fused_kernels_nested_broadcasting_requires_grad_failure_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_fused_kernels_seq_len_0_inputs_fused_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_fused_inputs_attn_mask_present_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_fused_inputs_broadcast_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_fused_inputs_dim_3_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_fused_inputs_invalid_dtype_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_inputs_1_dimensional_inputs_kernel1_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_inputs_1_dimensional_inputs_kernel2_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_inputs_different_datatypes_kernel1_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_inputs_different_datatypes_kernel2_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_inputs_different_devices_kernel1_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_inputs_different_devices_kernel2_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_last_dim_stride_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_sequence_lengths_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_mem_eff_attention_fail_with_batch_size_geq_65536_error_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_mem_efficient_fail_bfloat16_less_than_sm80_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_nested_fails_on_padding_head_dim_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_unaligned_tensors_cpu, test/test_transformers.py::TestSDPACpuOnlyCPU::test_cpu_flash_attn_nan_propagation_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_128_head_dim_16_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_128_head_dim_16_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_128_head_dim_32_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_128_head_dim_32_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_32_head_dim_32_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_32_head_dim_32_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_64_head_dim_16_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_64_head_dim_16_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_64_head_dim_32_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_128_head_dim_16_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_32_head_dim_16_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_dense_dropout_0_0_float64_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float64_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_nested_dropout_0_0_bfloat16_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_nested_dropout_0_7_bfloat16_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_nested_dropout_0_7_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_nested_dropout_0_7_float64_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_non_masked_rows_nan_props_float32_fill_val_inf_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_attention_math_with_negative_scale_kernel0_cpu, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_bfloat16_n_heads0_train_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_bfloat16_n_heads1_train_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float16_n_heads0_train_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float16_n_heads0_train_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float16_n_heads1_train_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float16_n_heads1_train_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float16_n_heads2_train_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float32_n_heads0_train_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float32_n_heads2_train_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float32_n_heads2_train_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float32_n_heads3_train_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float64_n_heads1_train_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_causal_variant_1_shape0_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_causal_variant_1_shape1_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_causal_variant_1_shape2_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_causal_variant_2_shape1_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_causal_variant_2_shape2_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_causal_variant_2_shape3_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_compile_causal_variant_1_shape1_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_compile_causal_variant_2_shape0_cpu, test/test_transformers.py::TestAttnBiasCPU::test_is_causal_and_mask_fails_cpu, test/test_transformers.py::TestAttnBiasCPU::test_is_causal_equals_upper_left_shape3_cpu 2025-07-24T04:54:20.4593700Z 2025-07-24T04:54:22.5324420Z Running test_ops 1/2 ... [2025-07-24 04:54:22.532282] 2025-07-24T04:54:22.5325350Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:54:22.5327970Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:54:22.532566] 2025-07-24T04:54:22.6638820Z Running test_decomp 2/4 ... [2025-07-24 04:54:22.663710] 2025-07-24T04:54:22.6639500Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:54:22.6642380Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=2', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:54:22.664044] 2025-07-24T04:57:13.3310820Z 2025-07-24T04:57:13.3311450Z test_transformers 2/2 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_2.2_0cce93b2d384ff13_.log 2025-07-24T04:57:13.4276630Z Running 1600 items in this shard: test/test_transformers.py::TestTransformersCPU::test_decoder_padding_and_src_mask_bool_cpu, test/test_transformers.py::TestTransformersCPU::test_disable_fastpath_cpu, test/test_transformers.py::TestTransformersCPU::test_encoder_is_causal_cpu, test/test_transformers.py::TestTransformersCPU::test_math_backend_high_precision_cpu, test/test_transformers.py::TestTransformersCPU::test_mha_native_args_nb_heads_1_bias_True_cpu, test/test_transformers.py::TestTransformersCPU::test_mha_native_args_nb_heads_8_bias_False_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_float32_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_bool_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_bool_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_float32_cpu, test/test_transformers.py::TestTransformersCPU::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_float32_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_2_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_5_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_0_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_2_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_2_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_2_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_2_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_0_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_0_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_2_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_0_cpu, test/test_transformers.py::TestTransformersCPU::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_5_cpu, test/test_transformers.py::TestTransformersCPU::test_script_encoder_subclass_cpu, test/test_transformers.py::TestTransformersCPU::test_train_with_is_causal_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_False_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_True_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_False_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_12_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_12_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_256_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_square_input_with_no_grad_False_training_False_enable_nested_tensor_False_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_square_input_with_no_grad_True_training_False_enable_nested_tensor_False_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoder_square_input_with_no_grad_True_training_True_enable_nested_tensor_False_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_3_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_4_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoderlayer_src_mask_nhead_1_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoderlayer_src_mask_nhead_8_cpu, test/test_transformers.py::TestTransformersCPU::test_transformerencoderlayer_subclass_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_dispatch_fails_no_backend_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_flash_autocast_fp32_bfloat16_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_flash_autocast_fp32_float16_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_2_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_fused_inputs_head_dim_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_inputs_1_dimensional_inputs_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_inputs_different_datatypes_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_inputs_different_devices_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_invalid_sdpa_kernel_grouped_query_attention_cuda_fused_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_mask_invalid_last_dim_stride_kernel0_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_mask_invalid_last_dim_stride_kernel1_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_mem_eff_attention_fail_with_batch_size_geq_65536_cpu, test/test_transformers.py::TestSDPAFailureModesCPU::test_mem_eff_attention_large_seq_len_uniform_attention_cpu, test/test_transformers.py::TestSDPACPU::test_scaled_dot_product_attention_math_with_negative_scale_kernel0_cpu, test/test_transformers.py::TestSDPACPU::test_sdp_math_gradcheck_contiguous_inputs_False_cpu, test/test_transformers.py::TestSDPACPU::test_sdp_math_gradcheck_contiguous_inputs_True_cpu, test/test_transformers.py::TestSDPACpuOnlyCPU::test_cpu_flash_attn_nan_propagation_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_32_head_dim_16_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_32_head_dim_16_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend0_seq_len_64_head_dim_32_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_128_head_dim_16_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_128_head_dim_32_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_128_head_dim_32_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_32_head_dim_16_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_32_head_dim_32_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_32_head_dim_32_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_64_head_dim_16_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_64_head_dim_16_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_64_head_dim_32_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fully_masked_out_rows_backend1_seq_len_64_head_dim_32_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_dense_dropout_0_0_bfloat16_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_dense_dropout_0_7_bfloat16_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_dense_dropout_0_7_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_nested_dropout_0_0_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_nested_dropout_0_0_float32_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_nested_dropout_0_0_float64_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_fused_sdp_choice_cpu_type_nested_dropout_0_7_float16_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_non_masked_rows_nan_props_float16_fill_val_inf_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_bfloat16_n_heads0_train_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_bfloat16_n_heads1_train_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_bfloat16_n_heads2_train_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_bfloat16_n_heads2_train_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_bfloat16_n_heads3_train_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_bfloat16_n_heads3_train_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float16_n_heads2_train_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float16_n_heads3_train_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float16_n_heads3_train_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float32_n_heads0_train_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float32_n_heads1_train_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float32_n_heads1_train_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float32_n_heads3_train_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float64_n_heads0_train_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float64_n_heads0_train_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float64_n_heads1_train_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float64_n_heads2_train_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float64_n_heads2_train_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float64_n_heads3_train_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_gqa_vs_math_cpu_fused_kernel0_float64_n_heads3_train_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_bfloat16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_bfloat16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float16_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float16, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float32_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float32, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_12_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_1030_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_11_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_17_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_1_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_2_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_False_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_False_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_False_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_False_casual_False_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_False_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_scaled_dot_product_fused_attention_mask_vs_math_cpu_fused_kernel0_float64_batch_size_2_q_seq_len_514_kv_seq_len_514_n_head_3_head_dim_8_mask_dim_4_bool_mask_True_train_True_casual_True_set_attn_mask_True_cpu_float64, test/test_transformers.py::TestSDPACpuOnlyCPU::test_sdpa_backward_with_gradient_cpu, test/test_transformers.py::TestSDPACpuOnlyCPU::test_sdpa_with_inf_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_causal_variant_1_shape3_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_causal_variant_2_shape0_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_compile_causal_variant_1_shape0_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_compile_causal_variant_1_shape2_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_compile_causal_variant_1_shape3_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_compile_causal_variant_2_shape1_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_compile_causal_variant_2_shape2_cpu, test/test_transformers.py::TestAttnBiasCPU::test_causal_variants_compile_causal_variant_2_shape3_cpu, test/test_transformers.py::TestAttnBiasCPU::test_is_causal_equals_upper_left_shape0_cpu, test/test_transformers.py::TestAttnBiasCPU::test_is_causal_equals_upper_left_shape1_cpu, test/test_transformers.py::TestAttnBiasCPU::test_is_causal_equals_upper_left_shape2_cpu 2025-07-24T04:57:13.5207610Z 2025-07-24T04:57:15.3429480Z Running test_decomp 3/4 ... [2025-07-24 04:57:15.342770] 2025-07-24T04:57:15.3430210Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T04:57:15.3432580Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=3', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 04:57:15.343062] 2025-07-24T05:03:42.9562740Z 2025-07-24T05:03:42.9563500Z test_decomp 2/4 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_2.4_2fb8d15b30f06d4a_.log 2025-07-24T05:03:42.9990370Z Running 2281 items in this shard: test/test_decomp.py::TestDecompCPU::test_bernoulli_default_cpu, test/test_decomp.py::TestDecompCPU::test_cat_single_input_cpu, test/test_decomp.py::TestDecompCPU::test_comprehensive_T_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_T_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_T_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_T_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rand___cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmod___cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_int32, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumprod_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_embed_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diff_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diff_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_diff_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diff_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_digamma_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_digamma_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_digamma_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_digamma_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_dist_cpu_complex128, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_complex64, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftn_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmax_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmax_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmax_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmod_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmod_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmod_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_frac_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_frexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_uint32, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_ge_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_ge_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_ge_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_geometric_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_geometric_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_geometric_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_geometric_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_geometric_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_geqrf_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_geqrf_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_gradient_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_grid_sampler_2d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_gt_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_gt_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_gt_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_gt_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_half_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_half_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_heaviside_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_heaviside_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_heaviside_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_histc_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_histc_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_histogram_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_hsplit_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_hsplit_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_hsplit_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_hstack_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_hstack_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_i0_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_igamma_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_igammac_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_igammac_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_imag_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_add_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_fill_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_fill_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_fill_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_put_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_put_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amax_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amax_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amax_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_amin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_mean_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_prod_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_prod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_prod_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_reduce_prod_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_select_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_select_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_select_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_index_select_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_int_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_int_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_int_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_isclose_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isclose_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_isfinite_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_isin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isinf_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_isinf_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isinf_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_isinf_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_isinf_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_isnan_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isnan_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isneginf_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_isneginf_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isposinf_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_isreal_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_isreal_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_isreal_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_isreal_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_isreal_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_item_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_item_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_item_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_item_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_item_cpu_float64, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_lcm_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_ldexp_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_ldexp_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_ldexp_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_ldexp_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_le_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_le_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_lerp_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cholesky_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cond_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_det_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eig_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eig_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigvals_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigvalsh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_householder_product_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_inv_ex_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_inv_ex_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_factor_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_solve_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_solve_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lstsq_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lstsq_grad_oriented_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_factor_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_factor_ex_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_norm_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_norm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_rank_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_rank_hermitian_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_rank_hermitian_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_subgradients_at_zero_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_subgradients_at_zero_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_subgradients_at_zero_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_singular_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_singular_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_slogdet_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_solve_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_solve_triangular_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_solve_triangular_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_svdvals_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_tensorinv_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_tensorinv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_tensorsolve_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vander_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vander_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vecdot_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_normal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_normal_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logaddexp_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logaddexp_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logcumsumexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logdet_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_logdet_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_and_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_and_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_and_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_and_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_and_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_not_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_not_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_not_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_or_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_or_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_xor_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logit_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_logit_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logit_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logit_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_tensor_overload_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_tensor_overload_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_tensor_overload_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logsumexp_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_logsumexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logsumexp_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_lt_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_lt_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_lt_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_solve_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_unpack_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmax_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmax_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmax_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmin_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumprod_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumsum_cpu_int32, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_unflatten_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_uniform_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_consecutive_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unravel_index_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_chunk_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_chunk_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_chunk_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_mean_unbiased_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_mean_unbiased_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_unbiased_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vdot_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_vdot_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_complex_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_complex_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_xlogy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_int8, test/test_decomp.py::TestDecompCPU::test_masked_fill_cpu, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick__softmax_backward_data_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick__upsample_bilinear2d_aa_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick__upsample_bilinear2d_aa_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_addcdiv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_amax_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_amax_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bernoulli_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_bernoulli_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_and_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_and_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_left_shift_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_not_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_or_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_xor_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_bucketize_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_bucketize_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bucketize_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_ceil_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_ceil_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_complex_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_conj_physical_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_conj_physical_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_conj_physical_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_conj_physical_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward__unsafe_masked_index_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_addr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_alias_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_deg2rad_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_diag_embed_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_frac_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_index_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_lerp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_logaddexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_logsumexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_masked_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_mv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nan_to_num_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_max_unpool2d_grad_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_max_unpool3d_grad_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_roll_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_rot90_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_sinc_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_split_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_split_with_sizes_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_std_mean_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_std_mean_unbiased_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_t_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_tril_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_unbind_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_unfold_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_dist_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_div_floor_rounding_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_div_no_rounding_mode_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_div_no_rounding_mode_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_div_no_rounding_mode_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_dot_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_dot_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_erf_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_erf_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_exp2_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_exp2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_exp2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_exponential_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_exponential_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_float8_e4m3fn, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_float8_e4m3fnuz, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_float8_e5m2, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_fftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_fftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_fftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_fftn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_fftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft2_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfftn_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfftn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_flip_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_flip_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_flip_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_flip_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_flip_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_floor_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_floor_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_floor_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_floor_divide_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_floor_divide_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_floor_divide_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fmax_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fmax_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fmax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fmax_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fmax_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_frexp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_frexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_gcd_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_geometric_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_grid_sampler_2d_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_grid_sampler_2d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_heaviside_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_hypot_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_i0_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_i0_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_igammac_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_isneginf_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_isneginf_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_isneginf_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_isposinf_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_item_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_item_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_item_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_item_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_item_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_lcm_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_lcm_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_le_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_lerp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_lerp_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_linalg_vector_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_vector_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_vector_norm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_logical_and_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_logit_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logit_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_logit_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_logsumexp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_logsumexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logsumexp_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_logsumexp_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_lt_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_lt_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_mean_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_minimum_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_minimum_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_1_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_1_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_1_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_nan_to_num_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nan_to_num_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_nan_to_num_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_nansum_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_nansum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_nansum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_native_batch_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_native_layer_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_ne_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_ne_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_ne_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_nextafter_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_binary_cross_entropy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_binary_cross_entropy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_binary_cross_entropy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_elu_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_embedding_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_gelu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_glu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_glu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardshrink_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardshrink_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardswish_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardswish_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardtanh_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardtanh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardtanh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardtanh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_huber_loss_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_huber_loss_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_leaky_relu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_logsigmoid_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_logsigmoid_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool2d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool3d_grad_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool3d_grad_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mse_loss_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_pad_constant_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_pad_constant_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_pad_constant_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_prelu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu6_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu6_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu6_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_softplus_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_softshrink_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_norm_inf_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_norm_inf_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_norm_nuc_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_norm_nuc_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_normal_in_place_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_normal_number_mean_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_permute_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_permute_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_pow_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_pow_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_prod_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_prod_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_randn_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_reciprocal_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_remainder_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_remainder_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_renorm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_0_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_0_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_3_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_select_scatter_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_sign_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_sign_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sign_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_slice_scatter_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_slice_scatter_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_slice_scatter_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_slice_scatter_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_slice_scatter_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_entr_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_erfcx_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_special_erfcx_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_special_erfcx_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_erfcx_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_erfcx_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_special_i1_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_special_i1_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_log_ndtr_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_special_log_ndtr_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtri_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtri_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_std_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_unbiased_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_unbiased_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_unbiased_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_unbiased_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_std_unbiased_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_std_unbiased_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_triu_indices_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_trunc_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_uniform_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_uint8, 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test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_int64, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_GRU_eval_mode_cpu_float32, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_GRU_train_mode_cpu_float64, test/test_decomp.py::DecompOneOffTestsCPU::test_threshold_backward_dtype_cpu, test/test_decomp.py::HasDecompTest::test_has_decomposition 2025-07-24T05:03:43.0403130Z 2025-07-24T05:03:43.3018290Z GITHUB_RUN_ID, GITHUB_RUN_ATTEMPT, or ARTIFACTS_FILE_SUFFIX not set, not uploading 2025-07-24T05:03:43.3024490Z Uploading artifacts took 0.00 seconds 2025-07-24T05:03:44.8945960Z Running test_decomp 4/4 ... [2025-07-24 05:03:44.894388] 2025-07-24T05:03:44.8946680Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:03:44.8948720Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:03:44.894667] 2025-07-24T05:04:17.8944600Z 2025-07-24T05:04:17.8945340Z test_ops 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_1.2_9650f531306f57bd_.log 2025-07-24T05:04:18.2400680Z Running 17174 items in this shard: test/test_ops.py::TestCommonCPU::test_compare_cpu_T_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu___getitem___cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu___rmatmul___cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu___rmod___cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu___ror___cpu_int64, test/test_ops.py::TestCommonCPU::test_compare_cpu___rxor___cpu_int64, test/test_ops.py::TestCommonCPU::test_compare_cpu__batch_norm_with_update_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu__refs__conversions_bfloat16_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu__refs__conversions_cdouble_cpu_float32, 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test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_hinge_embedding_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_interpolate_nearest-exact_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_interpolate_trilinear_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_kl_div_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_margin_ranking_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_max_unpool1d_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_max_unpool1d_grad_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_max_unpool3d_grad_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_multilabel_margin_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_nll_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_pad_circular_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_pad_constant_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_pad_replicate_negative_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_poisson_nll_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_softmin_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_nn_functional_triplet_margin_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_normal_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_normal_number_mean_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_ormqr_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_permute_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_pinverse_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_quantile_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_rand_like_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_randn_like_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_renorm_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_reshape_as_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_resize_as__cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_rot90_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_scalar_tensor_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_scatter_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_scatter_reduce_amax_cpu_float32, test/test_ops.py::TestCommonCPU::test_compare_cpu_scatter_reduce_mean_cpu_float32, 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test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_all_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_amax_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_amin_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_aminmax_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_angle_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_as_strided_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_asin_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_atan_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_baddbmm_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_bmm_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_ceil_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_clamp_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_clamp_min_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_complex_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_copysign_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_cumprod_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_cumsum_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_deg2rad_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_diag_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_digamma_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_div_floor_rounding_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_div_no_rounding_mode_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_div_trunc_rounding_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_dstack_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_eq_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_equal_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_erf_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_erfinv_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_exp2_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_expand_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_expm1_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_fft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_fftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_hfft_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_hfftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_ifft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_ifft_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_ifftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_ihfft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_ihfft_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_ihfftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_irfftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fft_rfft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_floor_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fmin_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_fmod_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_frexp_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_full_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_ge_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_heaviside_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_histc_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_histogram_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_hstack_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_igammac_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_index_add_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_index_reduce_mean_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_index_reduce_prod_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_index_select_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_isneginf_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_isposinf_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_kthvalue_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_lgamma_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_cholesky_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_cond_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_det_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_eig_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_inv_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_inv_ex_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_lu_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_pinv_hermitian_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_qr_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_solve_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_solve_ex_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_solve_triangular_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_svd_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_svdvals_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_linalg_vecdot_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_log_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_logical_not_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_logit_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_lt_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_lu_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_lu_solve_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_max_binary_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_max_reduction_no_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_mean_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_min_reduction_no_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_min_reduction_with_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_minimum_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_mm_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_nan_to_num_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_nanmean_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_narrow_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_ne_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_neg_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_nn_functional_avg_pool2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_nn_functional_normalize_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_nn_functional_softplus_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_nonzero_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_norm_nuc_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_normal_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_normal_number_mean_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_outer_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_permute_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_0_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_2_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_3_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_pow_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_qr_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_quantile_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_randn_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_remainder_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_round_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_round_decimals_0_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_round_decimals_3_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_scatter_add_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_scatter_reduce_amax_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_scatter_reduce_amin_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_scatter_reduce_prod_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_scatter_reduce_sum_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_sgn_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_sigmoid_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_sinc_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_sinh_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_slice_scatter_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_softmax_with_dtype_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_sparse_sampled_addmm_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_bessel_y1_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_chebyshev_polynomial_t_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_chebyshev_polynomial_u_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_entr_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_hermite_polynomial_he_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_i0e_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_i1_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_i1e_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_log_ndtr_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_modified_bessel_k0_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_ndtr_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_ndtri_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_scaled_modified_bessel_k0_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_shifted_chebyshev_polynomial_u_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_shifted_chebyshev_polynomial_v_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_special_zeta_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_square_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_std_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_t_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_take_along_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_take_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_tanh_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_tensordot_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_topk_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_transpose_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_triangular_solve_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_tril_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_triu_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_unfold_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_unsqueeze_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_var_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_vdot_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_view_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_vstack_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_where_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_xlogy_cpu_float32, test/test_ops.py::TestCommonCPU::test_meta_consistency_out_dtype_mismatch_zeros_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_H_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_T_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices___getitem___cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices___getitem___cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices___radd___cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices___rand___cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices___rdiv___cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices___rdiv___cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices___rmatmul___cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices___rmod___cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices___rmul___cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices___rmul___cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices___ror___cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices___rpow___cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices___rsub___cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices___rsub___cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices___rxor___cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices__chunk_cat_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices__segment_reduce_lengths_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices__segment_reduce_offsets_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices__softmax_backward_data_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices__unsafe_masked_index_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices__unsafe_masked_index_put_accumulate_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_abs_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_acos_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_acos_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_add_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_addbmm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_addbmm_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_addmm_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_addmm_decomposed_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_addmm_decomposed_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_addr_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_addr_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_all_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_all_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_allclose_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_amin_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_aminmax_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_angle_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_arange_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_arange_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_argmax_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_argmax_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_argwhere_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_as_strided_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_as_strided_partial_views_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_as_strided_scatter_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_asin_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_atan2_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_atan_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_atleast_1d_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_bfloat16_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_bfloat16_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_bitwise_not_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_bitwise_or_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_bitwise_right_shift_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_bitwise_xor_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_block_diag_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_broadcast_shapes_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_byte_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_cat_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_cat_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_cdist_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_cdouble_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_cfloat_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_cholesky_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_clamp_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_clamp_min_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_clone_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_column_stack_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_combinations_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_conj_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_constant_pad_nd_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_contiguous_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_copysign_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_copysign_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_corrcoef_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_cosh_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_cosh_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_cov_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_cross_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_cross_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_cummin_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_cumprod_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_cumsum_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_diag_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_diag_embed_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_diagflat_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_diagonal_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_diagonal_copy_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_diagonal_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_diagonal_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_diagonal_scatter_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_diff_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_dist_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_div_floor_rounding_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_div_floor_rounding_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_div_trunc_rounding_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_div_trunc_rounding_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_dot_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_dsplit_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_dstack_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_dstack_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_einsum_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_empty_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_empty_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_empty_permuted_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_empty_strided_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_equal_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_equal_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_erfc_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_exp2_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_exp_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_exp_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_expand_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_expand_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_expand_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_exponential_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_eye_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_fft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_fftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_fftn_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_fftshift_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_hfft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_hfft_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_hfftn_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_ifft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_ifft_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_ifftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_ihfft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_ihfftn_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_irfft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_irfft_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_irfftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_irfftn_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_rfft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_rfft2_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_fft_rfftn_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_fill_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fill_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_flip_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_flip_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_fliplr_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_flipud_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_float_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_floor_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fmod_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_fmod_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_frac_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_full_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_full_like_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_gcd_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_ge_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_ge_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_geometric_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_gradient_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_grid_sampler_2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_gt_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_gt_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_half_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_half_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_heaviside_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_heaviside_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_histogramdd_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_hsplit_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_hstack_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_hstack_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_i0_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_igammac_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_index_add_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_index_add_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_index_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_index_reduce_amin_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_index_reduce_mean_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_index_reduce_mean_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_index_reduce_prod_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_index_select_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_inner_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_int_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_isclose_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_isclose_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_isfinite_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_isin_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_isinf_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_isnan_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_isneginf_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_isneginf_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_isposinf_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_isreal_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_isreal_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_item_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_jiterator_2inputs_2outputs_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_jiterator_4inputs_with_extra_args_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_jiterator_4inputs_with_extra_args_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_jiterator_binary_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_jiterator_binary_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_jiterator_binary_return_by_ref_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_kron_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_kthvalue_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_ldexp_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_ldexp_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_le_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_lerp_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_cholesky_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_cond_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_cross_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_det_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_diagonal_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_eigh_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_ldl_factor_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_lstsq_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_lu_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_lu_factor_ex_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_matrix_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_matrix_power_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_matrix_rank_hermitian_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_multi_dot_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_qr_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_slogdet_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_solve_triangular_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_svd_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_svdvals_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_tensorsolve_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_vander_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linalg_vander_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_linspace_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_linspace_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_linspace_tensor_overload_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_log10_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_log10_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_log2_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_log2_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_log_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_log_softmax_with_dtype_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_logaddexp2_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_logaddexp_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_logcumsumexp_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_logical_and_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_logical_and_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_logical_xor_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_logit_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_logit_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_logspace_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_logspace_tensor_overload_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_lt_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_lu_solve_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_mT_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_mT_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_amax_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_amin_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_amin_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_argmax_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_argmin_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_cumprod_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_cumsum_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_fill_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_logaddexp_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_logsumexp_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_logsumexp_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_median_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_prod_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_prod_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_scatter_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_scatter_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_select_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_softmin_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_masked_std_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_matmul_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_max_binary_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_max_binary_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_max_reduction_no_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_max_reduction_with_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_maximum_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_median_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_meshgrid_variadic_tensors_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_meshgrid_variadic_tensors_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_minimum_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_minimum_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_mode_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_mode_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_mul_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_mv_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nan_to_num_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nan_to_num_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nanmean_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nanmedian_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nansum_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nansum_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_narrow_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_native_dropout_backward_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_ne_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_neg_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_new_empty_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_new_full_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_new_full_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_new_zeros_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_new_zeros_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_adaptive_avg_pool2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_adaptive_max_pool2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_alpha_dropout_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_avg_pool1d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_avg_pool2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_avg_pool2d_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_avg_pool3d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_avg_pool3d_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_bilinear_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_bilinear_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_binary_cross_entropy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_celu_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_channel_shuffle_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_channel_shuffle_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_conv1d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_conv2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_conv2d_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_conv3d_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_conv_transpose1d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_conv_transpose2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_conv_transpose2d_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_cosine_similarity_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_cross_entropy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_ctc_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_dropout3d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_embedding_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_feature_alpha_dropout_without_train_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_fractional_max_pool2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_fractional_max_pool3d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_gaussian_nll_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_gelu_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_glu_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_grid_sample_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_group_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_hardshrink_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_hardtanh_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_hinge_embedding_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_huber_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_instance_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_interpolate_area_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_interpolate_bicubic_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_interpolate_linear_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_interpolate_nearest_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_kl_div_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_layer_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_linear_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_local_response_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_local_response_norm_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_logsigmoid_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_margin_ranking_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_max_pool2d_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_max_pool3d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_max_unpool1d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_max_unpool2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_max_unpool2d_grad_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_max_unpool3d_grad_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_mish_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_mse_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_multi_head_attention_forward_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_normalize_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_one_hot_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_pad_circular_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_pad_circular_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_pad_replicate_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_pad_replicate_negative_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_pairwise_distance_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_pdist_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_pixel_unshuffle_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_poisson_nll_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_poisson_nll_loss_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_relu6_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_relu_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_relu_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_rms_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_rrelu_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_selu_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_smooth_l1_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_softmin_with_dtype_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_softplus_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_softshrink_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_softsign_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_softsign_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_tanhshrink_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_threshold_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_threshold_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_triplet_margin_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_triplet_margin_with_distance_loss_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_nn_functional_upsample_nearest_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nonzero_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_nonzero_static_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_norm_fro_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_norm_inf_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_normal_in_place_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_ones_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_ones_like_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_ormqr_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_permute_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_polar_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_polygamma_polygamma_n_1_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_polygamma_polygamma_n_2_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_polygamma_polygamma_n_3_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_pow_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_prod_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_put_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_rad2deg_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_rand_like_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_randint_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_randint_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_randint_like_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_randn_like_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_ravel_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_real_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_real_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_reciprocal_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_remainder_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_renorm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_reshape_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_resize__cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_resize__cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_resize_as__cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_resolve_neg_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_roll_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_roll_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_rot90_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_rot90_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_round_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_round_decimals_0_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_round_decimals_neg_3_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_rsqrt_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_rsub_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_scalar_tensor_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_scalar_tensor_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_scatter_reduce_mean_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_scatter_reduce_prod_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_scatter_reduce_sum_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_select_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_sgn_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_short_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_sigmoid_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_sign_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_sign_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_signal_windows_bartlett_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_signal_windows_blackman_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_sin_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_sinc_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_sinc_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_sinh_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_slice_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_slice_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_slice_scatter_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_softmax_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_sort_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_sparse_sampled_addmm_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_airy_ai_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_airy_ai_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_bessel_j0_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_bessel_j0_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_bessel_y0_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_bessel_y0_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_bessel_y1_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_chebyshev_polynomial_t_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_chebyshev_polynomial_t_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_chebyshev_polynomial_w_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_entr_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_erfcx_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_hermite_polynomial_h_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_hermite_polynomial_h_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_hermite_polynomial_he_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_hermite_polynomial_he_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_i0e_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_i0e_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_i1e_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_i1e_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_laguerre_polynomial_l_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_legendre_polynomial_p_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_legendre_polynomial_p_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_log_ndtr_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_modified_bessel_i0_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_modified_bessel_i1_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_modified_bessel_k0_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_modified_bessel_k0_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_ndtr_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_ndtr_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_ndtri_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_polygamma_special_polygamma_n_0_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_shifted_chebyshev_polynomial_t_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_shifted_chebyshev_polynomial_u_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_shifted_chebyshev_polynomial_v_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_spherical_bessel_j0_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_spherical_bessel_j0_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_xlog1py_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_xlog1py_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_special_zeta_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_split_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_split_with_sizes_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_sqrt_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_squeeze_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_squeeze_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_std_mean_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_sub_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_sum_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_sum_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_sum_to_size_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_sum_to_size_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_t_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_take_along_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_take_along_dim_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_take_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_tan_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_tanh_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_tensor_split_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_tensordot_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_tile_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_tile_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_to_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_topk_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_torch_ops_aten__safe_softmax_default_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_transpose_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_transpose_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_trapz_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_trapz_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_tril_indices_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_triu_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_triu_indices_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_true_divide_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_true_divide_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_trunc_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_unbind_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_unbind_copy_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_unflatten_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_unfold_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_unfold_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_uniform_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_unique_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_unique_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_unsafe_chunk_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_unsafe_chunk_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_unsafe_split_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_unsafe_split_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_var_mean_unbiased_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_view_as_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_view_copy_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_view_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_vstack_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_vstack_cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_xlogy_cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_zero__cpu_float32, test/test_ops.py::TestCommonCPU::test_multiple_devices_zero__cpu_int64, test/test_ops.py::TestCommonCPU::test_multiple_devices_zeros_cpu_float32, test/test_ops.py::TestCommonCPU::test_non_standard_bool_values_H_cpu_bool, test/test_ops.py::TestCommonCPU::test_non_standard_bool_values_T_cpu_bool, 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test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cfloat_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cfloat_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_chalf_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_char_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_char_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cholesky_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cholesky_inverse_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cholesky_solve_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_chunk_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_chunk_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_clamp_min_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_clone_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_clone_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_combinations_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_combinations_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_combinations_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_conj_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_conj_physical_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_contiguous_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_contiguous_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_copysign_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_corrcoef_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cos_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cos_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_count_nonzero_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cov_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cross_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cross_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cummin_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cumprod_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cumprod_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cumsum_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cumsum_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_cumulative_trapezoid_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_diag_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_diag_embed_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_diagflat_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_diagflat_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_diagonal_copy_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_diagonal_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_diagonal_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_diagonal_scatter_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_diagonal_scatter_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_diff_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_dist_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_div_floor_rounding_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_div_no_rounding_mode_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_div_no_rounding_mode_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_div_no_rounding_mode_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_div_trunc_rounding_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_dot_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_dot_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_double_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_double_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_dsplit_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_dsplit_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_dstack_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_dstack_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_einsum_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_einsum_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_empty_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_empty_like_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_empty_like_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_empty_permuted_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_empty_strided_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_empty_strided_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_eq_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_eq_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_equal_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_equal_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_erf_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_erfinv_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_erfinv_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_exp2_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_exp2_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_exp_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_expand_as_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_expand_as_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_expand_as_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_expand_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_expand_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_expm1_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_expm1_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_exponential_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_fft2_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_fft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_fft_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_fftn_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_fftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_fftshift_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_hfft2_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_hfft_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_hfft_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_hfftn_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_hfftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_hfftn_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_ifft2_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_ifft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_ifft_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_ifft_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_ifftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_ifftshift_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_irfft_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_irfft_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_irfft_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_irfftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_irfftn_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_rfft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fft_rfft2_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fill_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fill_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_flatten_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_flatten_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_flip_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fliplr_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_flipud_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_float_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_float_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_float_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_float_power_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_float_power_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_float_power_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_floor_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_fmax_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_full_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_full_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_full_like_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_gather_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_gather_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_gcd_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_gradient_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_gradient_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_gt_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_half_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_heaviside_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_histc_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_histogramdd_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_hsplit_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_hsplit_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_hstack_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_i0_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_igamma_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_igammac_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_imag_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_add_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_fill_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_fill_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_put_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_put_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_reduce_amax_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_reduce_amin_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_reduce_amin_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_reduce_mean_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_reduce_mean_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_reduce_prod_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_index_select_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_int_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_int_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_int_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isclose_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isclose_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isfinite_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isfinite_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isfinite_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isinf_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isinf_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isnan_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isnan_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isneginf_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isposinf_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isposinf_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_isreal_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_istft_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_item_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_jiterator_2inputs_2outputs_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_jiterator_4inputs_with_extra_args_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_jiterator_binary_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_jiterator_binary_return_by_ref_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_jiterator_binary_return_by_ref_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_jiterator_binary_return_by_ref_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_jiterator_unary_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_jiterator_unary_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_kron_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_kthvalue_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_lcm_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_ldexp_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_lgamma_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_cholesky_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_cholesky_ex_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_cholesky_ex_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_cond_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_det_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_diagonal_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_eig_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_eigvals_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_eigvalsh_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_eigvalsh_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_householder_product_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_inv_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_inv_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_inv_ex_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_ldl_factor_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_ldl_factor_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_ldl_factor_ex_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_lstsq_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_lstsq_grad_oriented_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_lu_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_lu_factor_ex_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_lu_solve_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_lu_solve_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_matrix_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_matrix_rank_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_matrix_rank_hermitian_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_multi_dot_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_multi_dot_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_norm_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_pinv_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_slogdet_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_solve_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_solve_ex_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_svd_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_svdvals_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_svdvals_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_tensorinv_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_tensorsolve_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_tensorsolve_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_vander_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linalg_vector_norm_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linspace_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_linspace_tensor_overload_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log10_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log10_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log1p_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log2_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log2_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log_normal_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log_softmax_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log_softmax_with_dtype_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_log_softmax_with_dtype_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_logaddexp_cpu_complex64, 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test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_logsumexp_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_logsumexp_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_lu_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_lu_solve_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mH_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mH_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mT_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mT_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mT_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_amax_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_amin_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_argmax_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_argmax_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_argmin_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_argmin_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_cumprod_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_cumsum_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_cumsum_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_fill_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_fill_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_fill_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_log_softmax_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_logsumexp_cpu_int64, 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test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_std_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_sum_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_sum_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_var_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_masked_var_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_matmul_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_matmul_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_matmul_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_matrix_exp_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_max_binary_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_max_pool2d_with_indices_backward_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_max_reduction_with_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_max_reduction_with_dim_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mean_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_median_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_meshgrid_list_of_tensors_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_meshgrid_list_of_tensors_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_meshgrid_variadic_tensors_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_min_binary_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_min_reduction_with_dim_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_minimum_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_minimum_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mm_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mode_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_movedim_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mul_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_multinomial_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mv_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mv_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mv_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mvlgamma_mvlgamma_p_1_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nanmean_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nanmedian_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nansum_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nansum_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_narrow_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_native_batch_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_native_dropout_backward_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_native_layer_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_ne_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_neg_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_new_empty_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_new_empty_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_new_full_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_new_ones_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_new_zeros_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_new_zeros_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_new_zeros_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nextafter_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_adaptive_avg_pool1d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_adaptive_avg_pool2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_adaptive_avg_pool3d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_adaptive_max_pool2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_adaptive_max_pool3d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_alpha_dropout_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_avg_pool1d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_avg_pool1d_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_avg_pool2d_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_avg_pool3d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_avg_pool3d_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_batch_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_binary_cross_entropy_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_channel_shuffle_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_channel_shuffle_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_conv1d_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_conv2d_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_conv2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_conv2d_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_conv_transpose1d_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_conv_transpose2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_cosine_embedding_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_cosine_embedding_loss_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_cosine_similarity_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_dropout2d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_dropout_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_elu_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_embedding_bag_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_fractional_max_pool3d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_gelu_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_grid_sample_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_group_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_hardshrink_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_hardsigmoid_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_hardswish_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_hardtanh_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_hardtanh_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_hinge_embedding_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_huber_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_interpolate_area_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_interpolate_nearest_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_l1_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_linear_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_local_response_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_local_response_norm_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_logsigmoid_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_max_unpool1d_grad_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_max_unpool3d_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_max_unpool3d_grad_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_mish_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_multi_margin_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_normalize_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pad_circular_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pad_circular_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pad_constant_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pad_replicate_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pad_replicate_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pad_replicate_negative_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pairwise_distance_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pairwise_distance_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pixel_shuffle_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pixel_shuffle_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pixel_shuffle_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pixel_unshuffle_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_pixel_unshuffle_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_poisson_nll_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_prelu_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_relu6_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_relu6_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_rrelu_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_selu_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_silu_complex_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_silu_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_smooth_l1_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_softmin_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_softmin_with_dtype_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_softshrink_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_softsign_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_softsign_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_tanhshrink_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_tanhshrink_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_threshold_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_triplet_margin_loss_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_triplet_margin_with_distance_loss_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_nn_functional_unfold_cpu_complex64, 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test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_norm_nuc_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_normal_in_place_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_ones_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_ones_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_ones_like_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_ormqr_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_outer_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_pca_lowrank_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_permute_copy_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_permute_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_pinverse_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_pinverse_cpu_float32, 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test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_take_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_tanh_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_tanh_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_tensor_split_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_tensor_split_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_tensordot_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_tensordot_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_tensordot_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_tile_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_to_sparse_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_to_sparse_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_to_sparse_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_topk_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_topk_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_torch_ops_aten__safe_softmax_default_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_trace_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_transpose_copy_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_transpose_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_trapezoid_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_triangular_solve_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_tril_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_tril_indices_cpu_int64, 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test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_unsqueeze_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_unsqueeze_copy_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_unsqueeze_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_unsqueeze_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_var_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_var_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_var_unbiased_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_vdot_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_vdot_cpu_int64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_view_as_cpu_complex64, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_view_as_cpu_float32, test/test_ops.py::TestCommonCPU::test_noncontiguous_samples_view_as_cpu_int64, 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test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_deg2rad_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_diagonal_copy_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_diagonal_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_div_no_rounding_mode_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_dstack_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_dstack_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_erf_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_erfc_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_exp2_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_exp_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_exp_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_expm1_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_expm1_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_fft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_fft_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_hfft_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_hfft_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_hfftn_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_hfftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_ifft_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_ifft_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_irfft2_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_irfft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_irfft_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_irfftn_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fft_rfft2_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_float_power_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fmax_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_fmod_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_frac_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_full_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_full_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_gather_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_hypot_cpu_float32, 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test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_kthvalue_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_cholesky_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_cholesky_ex_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_cholesky_ex_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_cond_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_cross_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_cross_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_det_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_eig_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_eig_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_eigh_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_eigvals_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_householder_product_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_householder_product_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_inv_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_inv_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_inv_ex_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_inv_ex_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_lstsq_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_lstsq_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_lu_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_lu_factor_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_lu_factor_ex_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_matrix_power_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_multi_dot_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_norm_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_norm_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_norm_subgradients_at_zero_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_pinv_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_solve_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_solve_ex_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_solve_triangular_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_solve_triangular_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_svd_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_svd_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_svdvals_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_svdvals_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_tensorinv_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_tensorinv_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_tensorsolve_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linalg_vecdot_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linspace_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_linspace_tensor_overload_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_log10_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_log10_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_log1p_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_log1p_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_log2_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_log2_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_log_softmax_with_dtype_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_logaddexp_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_logaddexp_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_logcumsumexp_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_logit_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_logspace_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_logspace_tensor_overload_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_logsumexp_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_lu_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_lu_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_lu_unpack_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_lu_unpack_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_matmul_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_matmul_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_max_binary_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_max_reduction_no_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_maximum_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_mean_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_mean_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_min_binary_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_min_reduction_no_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_mode_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_mul_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_mul_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_nanquantile_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_nansum_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_neg_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_neg_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_nn_functional_avg_pool3d_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_nn_functional_gelu_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_nn_functional_linear_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_nn_functional_linear_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_nn_functional_logsigmoid_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_nn_functional_normalize_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_nn_functional_softshrink_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_norm_fro_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_norm_inf_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_normal_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_ones_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_ones_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_ormqr_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_ormqr_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_permute_copy_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_polar_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_polygamma_polygamma_n_0_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_polygamma_polygamma_n_1_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_polygamma_polygamma_n_4_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_pow_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_quantile_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_rad2deg_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_reciprocal_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_remainder_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_renorm_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_renorm_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_round_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_round_decimals_0_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_round_decimals_neg_3_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_rsqrt_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_scatter_add_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_scatter_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_scatter_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_scatter_reduce_amax_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_scatter_reduce_amin_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_scatter_reduce_mean_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_scatter_reduce_prod_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_sigmoid_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_sign_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_sin_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_sin_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_sinc_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_sinc_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_softmax_with_dtype_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_sparse_sampled_addmm_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_special_log_ndtr_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_special_ndtri_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_special_polygamma_special_polygamma_n_0_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_split_with_sizes_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_sqrt_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_square_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_square_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_squeeze_copy_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_stack_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_stack_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_std_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_svd_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_t_copy_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_t_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_take_along_dim_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_take_along_dim_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_take_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_tanh_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_tanh_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_tensordot_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_topk_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_triangular_solve_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_tril_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_tril_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_triu_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_true_divide_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_unfold_copy_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_unfold_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_view_copy_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_view_copy_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_vstack_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_where_cpu_complex64, test/test_ops.py::TestCommonCPU::test_out_requires_grad_error_where_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_resize_as__cpu_float32, test/test_ops.py::TestCommonCPU::test_out_roll_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_rot90_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_round_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_round_decimals_neg_3_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_scatter_add_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_scatter_reduce_mean_cpu_float32, test/test_ops.py::TestCommonCPU::test_out_searchsorted_cpu_float32, 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test/test_ops.py::TestCommonCPU::test_out_warning_triu_indices_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_trunc_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_unbind_copy_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_unfold_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_unique_consecutive_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_unsafe_chunk_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_var_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_view_as_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_vsplit_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_xlogy_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_zeros_cpu, test/test_ops.py::TestCommonCPU::test_out_warning_zeros_like_cpu, test/test_ops.py::TestCommonCPU::test_out_zeros_like_cpu_float32, test/test_ops.py::TestCommonCPU::test_pointwise_tag_coverage_cpu, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float___rdiv___cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float___rdiv___cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float___rdiv___cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float___rdiv___cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_acos_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_acos_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_acos_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_acosh_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_acosh_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_asin_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_asin_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_asin_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_asinh_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_asinh_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_atan2_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_atan2_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_atan_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_atan_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_atan_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_atanh_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_atanh_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_atanh_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_copysign_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_copysign_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_copysign_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_copysign_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_cos_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_cos_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_cos_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_cosh_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_cosh_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_deg2rad_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_deg2rad_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_deg2rad_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_deg2rad_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_digamma_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_digamma_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_div_no_rounding_mode_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_div_no_rounding_mode_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_div_no_rounding_mode_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_erf_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_erf_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_erf_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_erfc_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_erfc_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_erfc_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_erfinv_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_erfinv_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_erfinv_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_exp2_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_exp2_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_exp2_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_exp2_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_exp_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_exp_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_exp_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_expm1_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_float_power_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_float_power_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_i0_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_i0_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_i0_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_i0_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_ldexp_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_ldexp_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_ldexp_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_ldexp_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_lgamma_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_lgamma_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_lgamma_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_log10_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_log1p_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_log1p_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_log1p_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_log1p_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_log2_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_log2_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_log2_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_log_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_logit_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_logit_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_masked_std_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_masked_std_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_masked_var_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_masked_var_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_masked_var_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_mvlgamma_mvlgamma_p_1_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_mvlgamma_mvlgamma_p_1_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_mvlgamma_mvlgamma_p_5_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_mvlgamma_mvlgamma_p_5_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_0_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_0_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_1_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_1_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_1_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_2_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_2_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_2_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_3_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_3_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_3_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_polygamma_polygamma_n_3_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_rad2deg_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_rad2deg_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_reciprocal_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_reciprocal_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_reciprocal_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_rsqrt_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_rsqrt_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sigmoid_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sigmoid_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sigmoid_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sin_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sin_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sin_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sinc_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sinc_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sinh_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sinh_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_t_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_u_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_u_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_v_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_v_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_v_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_v_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_v_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_w_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_w_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_w_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_chebyshev_polynomial_w_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_hermite_polynomial_h_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_hermite_polynomial_h_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_hermite_polynomial_h_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_hermite_polynomial_h_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_hermite_polynomial_h_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_hermite_polynomial_he_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_hermite_polynomial_he_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_hermite_polynomial_he_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_laguerre_polynomial_l_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_laguerre_polynomial_l_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_laguerre_polynomial_l_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_laguerre_polynomial_l_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_legendre_polynomial_p_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_legendre_polynomial_p_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_legendre_polynomial_p_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_t_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_t_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_t_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_t_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_u_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_u_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_u_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_v_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_v_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_v_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_v_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_w_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_w_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_w_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_shifted_chebyshev_polynomial_w_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_xlog1py_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_xlog1py_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_xlog1py_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_zeta_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_special_zeta_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sqrt_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sqrt_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sqrt_cpu_int64, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sqrt_cpu_int8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_sqrt_cpu_uint8, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_tan_cpu_bool, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_tan_cpu_int16, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_tan_cpu_int32, test/test_ops.py::TestCommonCPU::test_promotes_int_to_float_tan_cpu_int64, 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test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_nn_functional_tanhshrink_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_nn_functional_triplet_margin_loss_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_normal__in_place_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_ones_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_permute_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_positive_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_pow_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_prod_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_ravel_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_real_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_renorm_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view__refs_repeat_cpu_complex64, 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test/test_ops.py::TestMathBitsCPU::test_conj_view_hsplit_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_hstack_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_index_fill_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_inner_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_isclose_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_isreal_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_jiterator_4inputs_with_extra_args_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_kron_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_cholesky_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_cholesky_ex_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_cond_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_cross_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_det_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_eig_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_eigh_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_eigvals_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_eigvalsh_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_householder_product_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_inv_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_inv_ex_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_lu_factor_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_lu_factor_ex_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_lu_solve_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_matrix_norm_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_norm_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_norm_subgradients_at_zero_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_pinv_hermitian_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_pinv_singular_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_slogdet_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_solve_ex_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_solve_triangular_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_svd_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_svdvals_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_tensorsolve_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_linalg_vector_norm_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_log10_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_log2_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_log_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_log_softmax_with_dtype_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_logcumsumexp_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_logdet_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_logical_not_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_logical_xor_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_logspace_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_logsumexp_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_lu_unpack_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_mT_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_masked_cumprod_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_masked_mean_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_masked_normalize_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_masked_scatter_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_masked_select_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_masked_sum_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_masked_var_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_mean_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_meshgrid_variadic_tensors_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_mul_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_narrow_copy_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_narrow_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_neg_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_new_empty_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_new_empty_strided_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_new_full_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_new_zeros_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_conv2d_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_conv3d_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_feature_alpha_dropout_without_train_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_l1_loss_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_pad_constant_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_pad_reflect_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_pairwise_distance_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_pixel_shuffle_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_rms_norm_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_silu_complex_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_triplet_margin_loss_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nn_functional_unfold_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_nonzero_static_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_ones_like_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_ormqr_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_outer_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_pca_lowrank_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_permute_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_pinverse_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_positive_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_prod_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_put_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_qr_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_randn_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_repeat_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_repeat_interleave_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_reshape_as_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_reshape_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_resolve_neg_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_rsqrt_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_rsub_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_scalar_tensor_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_scatter_add_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_scatter_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_select_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_sgn_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_short_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_sin_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_sinc_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_slice_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_sparse_sampled_addmm_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_split_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_split_with_sizes_copy_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_split_with_sizes_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_sqrt_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_square_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_squeeze_copy_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_squeeze_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_squeeze_multiple_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_stack_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_std_mean_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_sub_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_sum_to_size_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_svd_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_take_along_dim_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_take_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_tan_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_tanh_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_to_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_trace_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_transpose_copy_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_transpose_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_trapz_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_triangular_solve_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_unbind_copy_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_unfold_copy_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_unfold_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_unsafe_chunk_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_unsqueeze_copy_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_unsqueeze_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_var_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_var_mean_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_var_mean_unbiased_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_var_unbiased_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_view_as_real_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_vstack_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_where_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_zeros_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_conj_view_zeros_like_cpu_complex64, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view___getitem___cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view___rpow___cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__chunk_cat_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs__conversions_byte_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs__conversions_chalf_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs__conversions_char_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs__conversions_half_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs__conversions_short_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_acos_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_acosh_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_addcdiv_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_addcmul_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_all_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_as_strided_copy_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_as_strided_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_atanh_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_atleast_2d_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_broadcast_to_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_constant_pad_nd_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_contiguous_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_cosh_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_count_nonzero_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_diag_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_diagonal_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_div_no_rounding_mode_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_dot_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_dstack_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_empty_strided_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_eq_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_exp2_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_expand_as_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_expand_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_eye_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_fft_fftn_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_fft_hfft2_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_fft_ifft_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_fft_ifftn_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_fft_irfftn_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_flatten_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_flip_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_hsplit_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_imag_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_index_copy_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_index_select_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_isfinite_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_isinf_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_isnan_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_isreal_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_linalg_cross_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_linalg_svd_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_linalg_svdvals_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_linalg_vector_norm_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_linspace_tensor_overload_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_log10_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_log1p_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_log2_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_log_softmax_with_dtype_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_logaddexp_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_logical_not_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_mean_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_meshgrid_list_of_tensors_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_movedim_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_mul_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_ne_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_neg_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_new_empty_strided_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_new_full_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_new_ones_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_new_zeros_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_nn_functional_channel_shuffle_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_nn_functional_l1_loss_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_nn_functional_pixel_shuffle_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_nn_functional_pixel_unshuffle_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_nn_functional_softmax_with_dtype_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_nn_functional_softmin_with_dtype_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_nn_functional_triplet_margin_loss_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_ones_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_permute_copy_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_permute_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_positive_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_ravel_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_repeat_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_reshape_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_roll_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_rsqrt_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_rsub_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_sgn_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_sigmoid_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_sin_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_sinc_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_sinh_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_square_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_squeeze_multiple_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_std_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_sum_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_tan_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_tanh_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_tensor_split_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_trace_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_transpose_copy_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_tril_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_true_divide_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_unbind_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_unflatten_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_unsqueeze_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_vdot_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_view_copy_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_view_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__refs_vsplit_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view__unsafe_masked_index_put_accumulate_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_abs_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_acos_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_acosh_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_addcmul_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_addmm_decomposed_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_addmv_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_all_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_angle_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_any_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_argwhere_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_as_strided_partial_views_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_asin_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_atleast_1d_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_atleast_2d_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_bfloat16_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_block_diag_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_bmm_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_broadcast_tensors_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_byte_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_cartesian_prod_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_cat_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_chalf_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_cholesky_inverse_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_cholesky_solve_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_column_stack_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_combinations_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_conj_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_corrcoef_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_cos_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_cosh_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_cov_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_cross_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_cumulative_trapezoid_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_diag_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_diagflat_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_diagonal_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_diagonal_scatter_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_diff_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_div_no_rounding_mode_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_dot_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_double_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_dsplit_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_dstack_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_einsum_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_empty_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_empty_like_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_empty_permuted_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_empty_strided_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_eq_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_equal_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_exp2_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_expand_copy_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_expand_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_expm1_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_eye_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_fft_fft_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_fft_fftn_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_fft_hfft_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_fft_ifft_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_fft_irfft2_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_fill_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_flatten_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_flipud_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_float_power_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_full_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_full_like_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_gather_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_half_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_hsplit_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_hstack_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_imag_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_index_copy_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_index_fill_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_index_select_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_inner_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_int_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_isinf_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_isnan_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_istft_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_jiterator_4inputs_with_extra_args_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_jiterator_binary_return_by_ref_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_kron_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_lerp_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_cond_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_det_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_diagonal_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_eig_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_householder_product_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_inv_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_inv_ex_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_ldl_factor_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_ldl_factor_ex_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_ldl_solve_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_lstsq_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_lstsq_grad_oriented_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_lu_factor_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_lu_solve_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_matrix_power_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_norm_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_norm_subgradients_at_zero_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_pinv_hermitian_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_qr_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_slogdet_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_solve_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_tensorinv_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_tensorsolve_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linalg_vander_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_linspace_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_log10_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_log2_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_log_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_log_softmax_with_dtype_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_logical_and_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_logical_or_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_logical_xor_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_logspace_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_logspace_tensor_overload_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_long_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_lu_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_lu_unpack_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_mT_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_masked_logsumexp_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_masked_mean_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_masked_normalize_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_masked_scatter_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_masked_std_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_mean_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_mm_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_mul_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_narrow_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_new_full_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_channel_shuffle_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_conv2d_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_conv3d_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_conv_transpose1d_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_conv_transpose3d_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_feature_alpha_dropout_without_train_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_l1_loss_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_linear_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_pad_circular_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_pad_constant_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_pad_reflect_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_pad_replicate_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_pad_replicate_negative_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_pairwise_distance_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_pixel_shuffle_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_softmin_with_dtype_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_triplet_margin_loss_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_triplet_margin_with_distance_loss_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nn_functional_unfold_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_nonzero_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_norm_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_norm_fro_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_normal_in_place_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_ones_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_ormqr_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_pca_lowrank_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_permute_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_pinverse_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_put_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_qr_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_real_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_reciprocal_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_repeat_interleave_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_reshape_as_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_reshape_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_resize__cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_resize_as__cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_resolve_conj_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_rot90_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_scalar_tensor_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_sgn_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_sin_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_sinh_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_slice_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_softmax_with_dtype_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_sqrt_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_square_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_squeeze_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_stack_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_std_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_svd_lowrank_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_t_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_take_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_tan_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_tensor_split_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_trace_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_trapezoid_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_trapz_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_tril_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_triu_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_unflatten_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_unfold_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_unsafe_chunk_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_unsafe_split_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_unsqueeze_copy_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_unsqueeze_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_var_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_vdot_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_view_as_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_view_as_real_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_view_copy_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_view_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_vsplit_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_vstack_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_where_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_zero__cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_conj_view_zeros_like_cpu_complex128, test/test_ops.py::TestMathBitsCPU::test_neg_view_H_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_T_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view___radd___cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view___rmod___cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view___rmul___cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view___rpow___cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view___rsub___cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__chunk_cat_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__native_batch_norm_legit_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_T_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs__conversions_bfloat16_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs__conversions_cdouble_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs__conversions_char_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs__conversions_complex_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs__conversions_double_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs__conversions_half_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_acosh_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_addcdiv_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_addcmul_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_alias_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_any_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_as_strided_partial_views_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_as_strided_scatter_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_asinh_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_atan2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_atan_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_atleast_2d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_block_diag_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_cauchy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_ceil_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_chunk_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_clone_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_column_stack_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_conj_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_conj_physical_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_constant_pad_nd_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_cumprod_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_cumsum_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_diagonal_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_diagonal_scatter_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_dsplit_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_empty_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_empty_like_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_empty_strided_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_eq_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_erfinv_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_expand_as_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_eye_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fft_fft2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fft_fft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fft_hfft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fft_ifft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fft_ifftshift_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fft_ihfft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fft_irfft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fft_irfftn_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fft_rfft2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fft_rfft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fliplr_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_float_power_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_fmod_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_frac_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_hstack_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_hypot_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_i0_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_index_fill_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_index_select_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_isclose_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_isfinite_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_isinf_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_isneginf_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_le_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_linalg_diagonal_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_linalg_svdvals_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_linalg_vecdot_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_linspace_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_log1p_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_log_softmax_with_dtype_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_logaddexp2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_logical_and_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_logical_or_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_logical_xor_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_logspace_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_lt_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_masked_fill_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_mean_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_meshgrid_list_of_tensors_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_mul_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_narrow_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_native_layer_norm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_neg_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_new_empty_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_new_ones_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_new_zeros_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_alpha_dropout_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_celu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_glu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_huber_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_l1_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_leaky_relu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_mish_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_mse_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_pixel_shuffle_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_pixel_unshuffle_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_prelu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_selu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_smooth_l1_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_nn_functional_threshold_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_permute_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_permute_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_randn_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_ravel_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_real_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_reciprocal_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_reshape_as_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_round_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_signbit_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_sinc_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_bessel_j0_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_bessel_j1_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_erfcx_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_i1e_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_log_softmax_with_dtype_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_logit_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_multigammaln_mvlgamma_p_1_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_multigammaln_mvlgamma_p_5_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_ndtr_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_spherical_bessel_j0_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_special_zeta_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_square_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_squeeze_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_squeeze_multiple_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_stack_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_stft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_sum_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_sum_to_size_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_t_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_tan_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_tensor_split_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_to_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_true_divide_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_unfold_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_unfold_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_var_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_vdot_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_view_as_complex_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_vsplit_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_vstack_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__refs_where_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__segment_reduce_offsets_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view__unsafe_masked_index_put_accumulate_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_acos_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_add_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_addcdiv_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_addmm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_alias_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_all_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_amax_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_arange_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_as_strided_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_as_strided_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_as_strided_partial_views_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_as_strided_scatter_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_asin_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_atan2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_atleast_2d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_block_diag_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_bmm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_broadcast_tensors_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_bucketize_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_byte_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_cartesian_prod_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_cauchy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_cdouble_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_ceil_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_chalf_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_cholesky_solve_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_chunk_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_clone_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_complex_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_conj_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_constant_pad_nd_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_copysign_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_cos_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_count_nonzero_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_cummin_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_cumsum_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_cumulative_trapezoid_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_deg2rad_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_diag_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_diagonal_scatter_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_dist_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_div_no_rounding_mode_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_div_trunc_rounding_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_double_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_empty_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_empty_strided_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_equal_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_erf_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_erfc_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_exp2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_exp_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_expand_as_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_expand_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_expm1_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_eye_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_fft2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_fft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_fftn_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_fftshift_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_hfft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_hfftn_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_ifft2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_ifft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_ifftshift_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_ihfft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_irfft2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_irfftn_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_rfft2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fft_rfft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_flip_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fliplr_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_flipud_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_float_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_float_power_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_floor_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fmax_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_fmod_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_full_like_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_gather_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_ge_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_geometric_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_grid_sampler_2d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_half_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_histc_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_histogramdd_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_hypot_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_i0_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_index_fill_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_index_reduce_mean_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_index_reduce_prod_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_inner_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_isfinite_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_isneginf_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_isposinf_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_isreal_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_jiterator_binary_return_by_ref_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_le_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_cond_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_det_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_diagonal_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_eig_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_eigh_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_eigvals_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_ldl_solve_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_lu_factor_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_lu_solve_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_matrix_power_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_matrix_rank_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_matrix_rank_hermitian_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_norm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_norm_subgradients_at_zero_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_pinv_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_slogdet_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_solve_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_solve_triangular_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_vander_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_vecdot_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linalg_vector_norm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_linspace_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_log2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_log_softmax_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_logaddexp2_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_logaddexp_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_logcumsumexp_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_logdet_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_logical_not_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_logit_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_logspace_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_logspace_tensor_overload_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_logsumexp_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_lt_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_lu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_lu_solve_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_lu_unpack_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_mH_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_amax_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_argmax_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_cumprod_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_fill_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_log_softmax_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_logaddexp_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_logsumexp_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_norm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_prod_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_scatter_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_softmin_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_std_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_sum_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_masked_var_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_max_pool2d_with_indices_backward_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_max_reduction_no_dim_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_max_reduction_with_dim_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_mean_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_median_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_meshgrid_list_of_tensors_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_meshgrid_variadic_tensors_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_min_reduction_no_dim_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_minimum_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_movedim_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_msort_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_mul_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_multinomial_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_mv_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nan_to_num_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nanquantile_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nansum_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_narrow_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_narrow_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_native_batch_norm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_native_dropout_backward_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_neg_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_new_empty_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_new_full_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_new_ones_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_adaptive_avg_pool1d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_adaptive_avg_pool2d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_adaptive_avg_pool3d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_adaptive_max_pool1d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_avg_pool1d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_avg_pool2d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_binary_cross_entropy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_channel_shuffle_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_conv1d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_conv_transpose2d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_conv_transpose3d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_cosine_similarity_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_dropout2d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_dropout3d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_embedding_bag_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_fractional_max_pool3d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_gaussian_nll_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_grid_sample_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_hinge_embedding_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_huber_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_instance_norm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_interpolate_linear_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_interpolate_nearest-exact_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_interpolate_nearest_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_interpolate_trilinear_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_kl_div_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_l1_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_leaky_relu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_local_response_norm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_logsigmoid_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_margin_ranking_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_max_pool3d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_max_unpool1d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_max_unpool2d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_max_unpool3d_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_max_unpool3d_grad_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_mse_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_multilabel_soft_margin_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_pad_constant_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_pad_reflect_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_pad_replicate_negative_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_pdist_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_pixel_shuffle_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_pixel_unshuffle_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_relu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_rrelu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_scaled_dot_product_attention_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_selu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_softmin_with_dtype_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_softsign_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_triplet_margin_with_distance_loss_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_upsample_bilinear_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_nn_functional_upsample_nearest_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_norm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_normal_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_ones_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_ormqr_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_outer_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_pca_lowrank_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_permute_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_pinverse_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_polygamma_polygamma_n_1_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_polygamma_polygamma_n_3_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_polygamma_polygamma_n_4_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_rand_like_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_randint_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_randint_like_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_randn_like_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_ravel_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_renorm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_repeat_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_repeat_interleave_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_reshape_as_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_resize_as__cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_resolve_neg_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_round_decimals_neg_3_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_rsub_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_scalar_tensor_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_scatter_reduce_amin_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_sgn_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_signal_windows_bartlett_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_signal_windows_cosine_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_signal_windows_exponential_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_signal_windows_gaussian_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_signal_windows_general_cosine_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_signal_windows_hamming_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_signal_windows_hann_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_sinh_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_slice_scatter_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_softmax_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_softmax_with_dtype_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_sparse_sampled_addmm_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_bessel_j0_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_bessel_j1_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_bessel_y0_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_bessel_y1_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_chebyshev_polynomial_u_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_chebyshev_polynomial_v_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_chebyshev_polynomial_w_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_erfcx_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_i0e_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_i1e_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_laguerre_polynomial_l_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_legendre_polynomial_p_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_polygamma_special_polygamma_n_0_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_scaled_modified_bessel_k0_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_scaled_modified_bessel_k1_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_shifted_chebyshev_polynomial_t_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_shifted_chebyshev_polynomial_u_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_shifted_chebyshev_polynomial_w_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_special_zeta_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_split_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_split_with_sizes_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_sqrt_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_squeeze_multiple_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_stack_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_std_mean_unbiased_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_std_unbiased_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_stft_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_sum_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_t_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_tan_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_tanh_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_tensordot_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_to_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_to_sparse_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_topk_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_trace_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_transpose_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_transpose_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_trapezoid_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_trapz_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_triangular_solve_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_triu_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_trunc_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_unbind_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_unbind_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_unfold_copy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_unsafe_chunk_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_unsafe_split_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_var_mean_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_var_mean_unbiased_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_vdot_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_view_as_complex_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_view_as_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_view_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_vsplit_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_where_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_xlogy_cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_zero__cpu_float64, test/test_ops.py::TestMathBitsCPU::test_neg_view_zeros_like_cpu_float64, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_T_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs__conversions_bfloat16_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs__conversions_bool_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs__conversions_byte_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs__conversions_chalf_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs__conversions_double_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs__conversions_float_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs__conversions_long_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs__conversions_polar_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs__conversions_short_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_acosh__cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_add__cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_add_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_addcdiv__cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_addcdiv_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_addcmul__cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_addcmul_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_alias_copy_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_all_cpu, test/test_ops.py::TestRefsOpsInfoCPU::test_refs_are_in_decomp_table_op__refs_any_cpu, 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test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_det_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_eig_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_eigvals_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_eigvalsh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_householder_product_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_ldl_factor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_ldl_factor_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_lstsq_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_lu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_lu_factor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_lu_factor_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_matrix_power_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_matrix_rank_hermitian_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_multi_dot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_norm_subgradients_at_zero_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_pinv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_pinv_singular_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_qr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_slogdet_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_solve_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_solve_triangular_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_svdvals_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linalg_vector_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_linspace_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_log10_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_log1p_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_log_normal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_log_softmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_log_softmax_with_dtype_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_logaddexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_logcumsumexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_logdet_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_logical_and_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_logical_not_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_logical_xor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_logit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_logsumexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_lu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_lu_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_mT_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_masked_amin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_masked_argmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_masked_log_softmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_masked_logsumexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_masked_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_masked_normalize_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_masked_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_masked_softmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_masked_std_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_max_binary_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_max_reduction_with_dim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_maximum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_meshgrid_list_of_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_meshgrid_variadic_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_min_reduction_no_dim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_min_reduction_with_dim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_mm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_movedim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_mv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nan_to_num_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nanmean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nanmedian_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nanquantile_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nansum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_native_batch_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_native_layer_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_neg_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_new_empty_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_new_full_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_adaptive_avg_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_alpha_dropout_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_avg_pool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_binary_cross_entropy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_celu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_channel_shuffle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_conv1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_cosine_embedding_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_cosine_similarity_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_ctc_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_dropout2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_dropout_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_elu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_embedding_bag_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_gaussian_nll_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_gelu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_glu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_hardsigmoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_hardtanh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_hinge_embedding_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_instance_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_interpolate_area_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_interpolate_bicubic_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_interpolate_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_interpolate_linear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_interpolate_trilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_kl_div_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_layer_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_max_pool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_max_unpool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_max_unpool1d_grad_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_max_unpool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_nll_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_normalize_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_one_hot_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_pad_constant_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_pad_replicate_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_pairwise_distance_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_pixel_unshuffle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_poisson_nll_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_relu6_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_relu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_rms_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_rrelu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_selu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_silu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_softmin_with_dtype_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_softplus_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_softsign_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_threshold_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_upsample_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nn_functional_upsample_nearest_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_nonzero_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_norm_fro_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_normal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_ones_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_ones_like_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_permute_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_polygamma_polygamma_n_1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_polygamma_polygamma_n_2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_polygamma_polygamma_n_4_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_positive_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_pow_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_put_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_quantile_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_rad2deg_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_randint_like_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_randn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_real_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_remainder_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_repeat_interleave_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_reshape_as_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_reshape_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_resize_as__cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_resolve_conj_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_roll_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_round_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_round_decimals_0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_round_decimals_3_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_round_decimals_neg_3_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_rsqrt_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_rsub_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_scalar_tensor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_scatter_reduce_amin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_scatter_reduce_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_scatter_reduce_sum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_short_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_sign_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_signal_windows_general_cosine_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_signal_windows_hamming_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_signal_windows_kaiser_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_signbit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_sin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_sinh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_slice_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_softmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_softmax_with_dtype_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_sparse_sampled_addmm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_airy_ai_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_bessel_j1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_bessel_y0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_chebyshev_polynomial_u_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_chebyshev_polynomial_v_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_chebyshev_polynomial_w_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_entr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_i0e_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_i1e_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_log_ndtr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_modified_bessel_i1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_modified_bessel_k1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_ndtr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_shifted_chebyshev_polynomial_t_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_shifted_chebyshev_polynomial_u_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_shifted_chebyshev_polynomial_v_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_spherical_bessel_j0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_xlog1py_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_special_zeta_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_split_list_args_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_split_with_sizes_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_split_with_sizes_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_squeeze_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_stack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_std_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_std_mean_unbiased_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_sum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_sum_to_size_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_t_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_tan_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_tanh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_tensordot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_tile_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_to_sparse_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_topk_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_torch__scaled_mm_cpu_float8_e4m3fn, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_trapz_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_triangular_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_tril_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_unbind_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_unflatten_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_unfold_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_uniform_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_unsafe_chunk_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_var_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_var_mean_unbiased_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_view_as_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_view_as_real_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_vsplit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_vstack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_where_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_autocast_zeros_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_bernoulli_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_bfloat16_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_bincount_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_fake_bitwise_left_shift_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_fake_bitwise_or_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_fake_bitwise_xor_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_fake_block_diag_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_bmm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_broadcast_shapes_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_broadcast_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_bucketize_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_byte_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_cartesian_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_cdouble_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_ceil_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_chalf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_cholesky_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_clamp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_clamp_max_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_clamp_min_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_clone_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_column_stack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_combinations_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_conj_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_conj_physical_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_constant_pad_nd_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_corrcoef_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_cosh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_count_nonzero_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_cross_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_H_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp___radd___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp___rdiv___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp___rmod___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp___rmul___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp___rpow___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp__batch_norm_with_update_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp__native_batch_norm_legit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp__segment_reduce_lengths_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp__softmax_backward_data_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp__unsafe_masked_index_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp__unsafe_masked_index_put_accumulate_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_acosh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_add_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_addbmm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_addmm_decomposed_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_amin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_angle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_as_strided_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_asin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_atan2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_atanh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_atleast_2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_baddbmm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_bernoulli_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_bfloat16_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_block_diag_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_broadcast_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_broadcast_to_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cartesian_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cdist_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cdouble_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_chalf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cholesky_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cholesky_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_chunk_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_clamp_max_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_clamp_min_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_clone_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_conj_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_conj_physical_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_copysign_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cov_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cross_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cummax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cumprod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cumsum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_cumulative_trapezoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_diag_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_diagflat_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_diagonal_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_diagonal_scatter_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_diff_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_digamma_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_div_no_rounding_mode_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_div_trunc_rounding_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_dot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_einsum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_erfc_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_erfinv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_exp2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_exp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_expand_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_fft_hfftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_fft_ifftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_fft_ifftshift_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_fft_ihfftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_fft_rfft2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_fft_rfft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_fill_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_flatten_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_fliplr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_flipud_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_float_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_floor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_fmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_fmin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_frexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_gather_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_gradient_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_half_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_hypot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_i0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_index_add_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_index_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_index_put_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_index_reduce_amin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_index_reduce_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_inner_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_kron_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_kthvalue_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_lgamma_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_cholesky_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_cond_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_det_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_diagonal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_eig_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_eigvals_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_inv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_inv_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_lstsq_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_lu_factor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_lu_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_matrix_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_norm_subgradients_at_zero_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_pinv_hermitian_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_pinv_singular_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_qr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_solve_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_solve_triangular_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_svd_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_svdvals_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_tensorinv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_vander_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_vecdot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_linalg_vector_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_log10_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_log2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_log_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_log_softmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_logaddexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_logdet_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_logit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_logsumexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_mT_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_amax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_cumprod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_fill_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_log_softmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_logaddexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_logsumexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_normalize_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_select_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_masked_var_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_matmul_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_max_binary_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_max_reduction_with_dim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_median_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_meshgrid_list_of_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_meshgrid_variadic_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_min_reduction_with_dim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_mm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_movedim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_msort_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_mul_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_mv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nan_to_num_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_narrow_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_native_dropout_backward_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_adaptive_avg_pool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_adaptive_max_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_alpha_dropout_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_avg_pool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_avg_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_batch_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_binary_cross_entropy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_celu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_channel_shuffle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_conv2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_conv3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_cosine_embedding_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_dropout_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_elu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_fractional_max_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_gaussian_nll_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_glu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_group_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_hardsigmoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_hardtanh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_huber_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_instance_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_interpolate_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_l1_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_layer_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_logsigmoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_margin_ranking_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_max_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_max_unpool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_max_unpool1d_grad_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_max_unpool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_max_unpool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_max_unpool3d_grad_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_mish_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_multi_head_attention_forward_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_multi_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_pad_reflect_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_pairwise_distance_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_pixel_shuffle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_poisson_nll_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_relu6_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_relu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_rms_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_silu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_soft_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_softmin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_tanhshrink_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_threshold_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_triplet_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_upsample_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_nn_functional_upsample_nearest_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_norm_fro_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_normal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_outer_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_permute_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_polygamma_polygamma_n_2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_polygamma_polygamma_n_3_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_positive_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_real_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_reshape_as_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_round_decimals_0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_round_decimals_3_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_round_decimals_neg_3_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_rsqrt_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_rsub_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_scatter_add_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_scatter_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_scatter_reduce_amin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_scatter_reduce_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_select_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_sgn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_sigmoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_sin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_sinc_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_slice_scatter_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_softmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_sort_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_sparse_sampled_addmm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_special_erfcx_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_special_i1e_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_special_ndtr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_special_ndtri_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_special_xlog1py_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_split_list_args_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_split_with_sizes_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_square_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_squeeze_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_stack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_std_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_sub_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_sum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_sum_to_size_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_svd_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_svd_lowrank_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_t_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_tensor_split_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_tile_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_to_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_to_sparse_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_transpose_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_transpose_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_trapz_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_triangular_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_tril_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_true_divide_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_unbind_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_unbind_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_unflatten_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_unfold_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_unsafe_split_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_var_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_var_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_view_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_amp_vsplit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_H_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp___getitem___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp___rdiv___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp___rmatmul___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp___rmod___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp__segment_reduce_lengths_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp__segment_reduce_offsets_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp__softmax_backward_data_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp__unsafe_masked_index_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp__unsafe_masked_index_put_accumulate_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp__upsample_bilinear2d_aa_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_abs_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_add_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_addbmm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_addcmul_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_addmm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_addmv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_addr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_alias_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_amin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_as_strided_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_as_strided_partial_views_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_asin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_asinh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_atanh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_atleast_1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_atleast_2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_atleast_3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_bernoulli_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_bfloat16_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_bmm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_broadcast_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_cat_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_cdist_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_cfloat_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_chalf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_cholesky_inverse_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_clamp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_clamp_max_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_clamp_min_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_clone_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_conj_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_conj_physical_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_copysign_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_cross_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_cummax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_cumsum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_deg2rad_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_diag_embed_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_diagonal_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_diagonal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_diff_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_div_floor_rounding_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_dot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_dstack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_erfinv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_exp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_expand_as_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_expand_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_expand_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_expm1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fft_fft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fft_fftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fft_hfft2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fft_hfft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fft_ihfftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fft_irfft2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fft_irfft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fft_irfftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fft_rfft2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fill_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_flip_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fliplr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_flipud_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_float_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_floor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_fmod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_frexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_hsplit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_hypot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_index_add_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_index_fill_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_index_put_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_index_reduce_amax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_index_reduce_amin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_index_reduce_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_index_reduce_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_index_select_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_kron_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_cond_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_cross_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_eigvalsh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_lstsq_grad_oriented_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_lu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_lu_factor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_lu_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_matrix_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_multi_dot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_norm_subgradients_at_zero_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_pinv_hermitian_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_pinv_singular_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_qr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_slogdet_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_svdvals_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_linalg_tensorsolve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_logaddexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_logcumsumexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_lu_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_mH_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_mT_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_masked_amin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_masked_fill_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_masked_log_softmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_masked_logaddexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_masked_logsumexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_masked_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_masked_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_masked_softmin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_matrix_exp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_max_pool2d_with_indices_backward_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_median_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_meshgrid_list_of_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_min_binary_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_min_reduction_with_dim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_minimum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_movedim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_msort_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nan_to_num_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nanmean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nanmedian_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_native_dropout_backward_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_native_layer_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_adaptive_avg_pool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_adaptive_avg_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_adaptive_max_pool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_batch_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_binary_cross_entropy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_channel_shuffle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_conv1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_conv3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_conv_transpose1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_conv_transpose2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_cosine_embedding_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_cross_entropy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_ctc_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_dropout3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_embedding_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_fractional_max_pool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_gaussian_nll_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_gelu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_grid_sample_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_hardshrink_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_hardsigmoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_huber_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_instance_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_interpolate_area_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_interpolate_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_interpolate_nearest-exact_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_interpolate_nearest_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_interpolate_trilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_kl_div_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_layer_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_linear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_logsigmoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_max_unpool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_max_unpool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_multi_head_attention_forward_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_multi_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_nll_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_pad_circular_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_pad_constant_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_pad_replicate_negative_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_pairwise_distance_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_pdist_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_relu6_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_relu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_rms_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_rrelu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_scaled_dot_product_attention_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_selu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_silu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_softmin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_softmin_with_dtype_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_softplus_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_softshrink_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_tanhshrink_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_triplet_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_unfold_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_nn_functional_upsample_nearest_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_norm_fro_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_norm_inf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_norm_nuc_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_normal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_ormqr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_outer_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_pca_lowrank_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_permute_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_permute_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_pinverse_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_polygamma_polygamma_n_2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_polygamma_polygamma_n_3_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_polygamma_polygamma_n_4_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_positive_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_put_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_quantile_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_rad2deg_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_renorm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_repeat_interleave_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_resolve_neg_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_round_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_round_decimals_0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_round_decimals_3_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_round_decimals_neg_3_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_rsqrt_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_rsub_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_scatter_add_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_scatter_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_scatter_reduce_amax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_scatter_reduce_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_scatter_reduce_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_scatter_reduce_sum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_sgn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_sigmoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_sinc_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_sinh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_slice_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_softmax_with_dtype_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_sort_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_sparse_sampled_addmm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_special_erfcx_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_special_log_ndtr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_special_ndtr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_special_ndtri_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_special_polygamma_special_polygamma_n_0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_split_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_split_with_sizes_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_split_with_sizes_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_sqrt_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_square_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_squeeze_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_squeeze_multiple_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_stack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_std_mean_unbiased_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_std_unbiased_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_sub_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_sum_to_size_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_svd_lowrank_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_t_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_t_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_tan_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_tanh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_tensor_split_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_tensordot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_topk_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_trace_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_transpose_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_trapz_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_true_divide_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_trunc_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_unflatten_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_unfold_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_unfold_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_unsafe_split_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_var_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_var_mean_unbiased_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_vdot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_view_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_vsplit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_crossref_backward_no_amp_where_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_cummax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_cumprod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_cumsum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_cumulative_trapezoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_diagflat_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_diff_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_digamma_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_dist_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_div_no_rounding_mode_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_dot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_double_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_dstack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_einsum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_empty_permuted_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_empty_strided_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_eq_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_equal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_erf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_erfc_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_erfinv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_exp2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_exp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_expand_as_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_expand_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_expand_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_exponential_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_fft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_fftshift_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_hfftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_ifft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_ifftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_ifftshift_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_ihfftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_irfft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_rfft2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_rfft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fft_rfftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fill_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fliplr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_flipud_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_float_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_float_power_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_floor_divide_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_fmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_frac_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_full_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_gather_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_gcd_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_fake_ge_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_geometric_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_geqrf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_gradient_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_grid_sampler_2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_gt_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_heaviside_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_histogram_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_hsplit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_hypot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_i0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_imag_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_fake_index_add_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_index_put_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_index_reduce_amax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_index_select_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_isfinite_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_isin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_isinf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_isneginf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_isreal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_jiterator_2inputs_2outputs_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_jiterator_4inputs_with_extra_args_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_jiterator_binary_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_jiterator_binary_return_by_ref_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_jiterator_unary_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_kthvalue_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_le_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_cholesky_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_cholesky_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_cross_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_diagonal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_eig_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_eigvals_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_eigvalsh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_inv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_inv_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_ldl_factor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_ldl_factor_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_lstsq_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_matrix_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_matrix_rank_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_norm_subgradients_at_zero_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_pinv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_pinv_hermitian_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_qr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_slogdet_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_solve_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_svdvals_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_tensorsolve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_vander_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linalg_vecdot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_linspace_tensor_overload_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_log10_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_log2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_log_normal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_log_softmax_with_dtype_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_logaddexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_logdet_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_logical_and_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_logical_or_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_logical_xor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_logit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_logspace_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_logspace_tensor_overload_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_lt_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_lu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_lu_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_lu_unpack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_mH_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_masked_amax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_masked_amin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_masked_cumprod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_masked_fill_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_masked_median_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_masked_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_masked_softmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_masked_std_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_masked_var_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_matrix_exp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_max_pool2d_with_indices_backward_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_max_reduction_with_dim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_meshgrid_list_of_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_min_binary_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_min_reduction_no_dim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_mm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_mode_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_msort_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_multinomial_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_mv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nan_to_num_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nanmedian_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nanquantile_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nansum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_narrow_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_narrow_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_native_batch_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_native_dropout_backward_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_ne_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_neg_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_new_empty_strided_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_new_zeros_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nextafter_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_adaptive_max_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_alpha_dropout_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_avg_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_batch_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_celu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_conv1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_conv3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_conv_transpose1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_conv_transpose2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_conv_transpose3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_ctc_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_dropout3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_dropout_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_elu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_embedding_bag_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_embedding_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_gelu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_hardshrink_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_hardsigmoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_hardswish_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_interpolate_area_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_interpolate_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_interpolate_linear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_interpolate_nearest-exact_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_interpolate_trilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_kl_div_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_leaky_relu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_linear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_max_pool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_max_unpool2d_grad_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_max_unpool3d_grad_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_mish_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_mse_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_multi_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_multilabel_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_multilabel_soft_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_one_hot_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_pad_constant_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_pad_reflect_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_pad_replicate_negative_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_pixel_shuffle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_pixel_unshuffle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_poisson_nll_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_prelu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_relu6_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_relu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_rrelu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_scaled_dot_product_attention_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_selu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_silu_complex_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_softplus_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_softshrink_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_softsign_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_tanhshrink_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_upsample_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nn_functional_upsample_nearest_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nonzero_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_nonzero_static_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_norm_fro_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_norm_inf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_normal_in_place_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_ones_like_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_pca_lowrank_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_permute_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_permute_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_polygamma_polygamma_n_1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_polygamma_polygamma_n_2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_positive_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_qr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_quantile_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_randn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_randn_like_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_ravel_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_reciprocal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_repeat_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_resize__cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_resize_as__cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_resolve_conj_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_resolve_neg_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_roll_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_round_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_rsqrt_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_scalar_tensor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_scatter_reduce_amax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_scatter_reduce_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_scatter_reduce_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_scatter_reduce_sum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_select_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_select_scatter_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_short_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_sigmoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_sign_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_signal_windows_blackman_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_signal_windows_exponential_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_signal_windows_general_cosine_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_signal_windows_hamming_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_signal_windows_hann_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_signal_windows_kaiser_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_signbit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_sin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_sinc_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_sinh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_slice_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_slice_scatter_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_sort_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_sparse_mm_reduce_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_sparse_sampled_addmm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_bessel_j0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_bessel_j1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_bessel_y0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_bessel_y1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_chebyshev_polynomial_t_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_chebyshev_polynomial_w_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_erfcx_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_i0e_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_legendre_polynomial_p_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_ndtri_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_shifted_chebyshev_polynomial_t_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_special_spherical_bessel_j0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_square_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_stack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_std_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_stft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_sub_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_svd_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_take_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_to_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_to_sparse_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_topk_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_torch__scaled_mm_cpu_float8_e4m3fn, test/test_ops.py::TestFakeTensorCPU::test_fake_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_trace_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_trapezoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_tril_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_tril_indices_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_fake_triu_indices_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_fake_true_divide_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_unbind_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_unbind_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_unflatten_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_unfold_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_uniform_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_unique_consecutive_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_unique_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_unravel_index_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_fake_unsafe_chunk_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_unsqueeze_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_vdot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_view_as_real_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_fake_view_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_where_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_zero__cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_fake_zeros_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_H_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_T_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops___getitem___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops___radd___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops___rmatmul___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops___ror___cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops___rpow___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops___rsub___cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops__batch_norm_with_update_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops__native_batch_norm_legit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops__segment_reduce_lengths_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops__softmax_backward_data_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops__unsafe_masked_index_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops__unsafe_masked_index_put_accumulate_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops__upsample_bilinear2d_aa_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_abs_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_acos_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_acosh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_addcmul_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_addmv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_alias_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_allclose_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_amax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_angle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_any_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_argmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_argsort_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_argwhere_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_as_strided_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_asin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_atan_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_atleast_2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_atleast_3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_bernoulli_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_bfloat16_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_bincount_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_bitwise_and_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_bitwise_left_shift_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_bitwise_xor_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_bool_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_broadcast_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_cat_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_char_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_chunk_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_clamp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_clamp_max_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_clone_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_complex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_conj_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_constant_pad_nd_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_contiguous_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_corrcoef_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_cos_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_cosh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_count_nonzero_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_cross_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_cummax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_cumsum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_cumulative_trapezoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_diag_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_diagonal_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_diagonal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_diagonal_scatter_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_digamma_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_dist_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_div_no_rounding_mode_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_div_trunc_rounding_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_dot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_double_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_dstack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_empty_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_erf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_exp2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_exp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_expm1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_fft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_fftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_hfft2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_hfft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_ifft2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_ifft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_ifftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_ihfft2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_ihfft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_irfft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_irfftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_rfft2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fft_rfftn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fliplr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_flipud_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_float_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_floor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fmin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_fmod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_frexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_full_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_full_like_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_gather_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_gcd_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_ge_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_gradient_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_gt_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_heaviside_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_histogram_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_histogramdd_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_igamma_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_imag_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_index_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_index_put_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_index_reduce_amax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_index_reduce_amin_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_inner_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_isfinite_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_isneginf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_isposinf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_item_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_jiterator_2inputs_2outputs_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_jiterator_4inputs_with_extra_args_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_jiterator_binary_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_jiterator_binary_return_by_ref_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_lcm_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_lerp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_lgamma_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_cholesky_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_cholesky_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_eig_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_eigvals_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_inv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_inv_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_ldl_factor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_ldl_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_lstsq_grad_oriented_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_lu_factor_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_lu_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_matrix_power_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_matrix_rank_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_multi_dot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_norm_subgradients_at_zero_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_pinv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_pinv_singular_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_qr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_solve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_solve_ex_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_solve_triangular_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_svd_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_tensorinv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_tensorsolve_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linalg_vecdot_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_linspace_tensor_overload_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_log_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_log_softmax_with_dtype_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_logaddexp2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_logaddexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_logcumsumexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_logical_and_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_logical_not_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_logit_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_logspace_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_long_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_lt_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_lu_unpack_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_mH_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_masked_argmax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_masked_cumsum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_masked_fill_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_masked_logaddexp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_masked_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_masked_select_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_masked_std_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_masked_sum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_masked_var_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_matmul_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_matrix_exp_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_max_binary_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_max_pool2d_with_indices_backward_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_max_reduction_no_dim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_median_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_meshgrid_variadic_tensors_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_min_binary_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_mode_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_movedim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_mul_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_mv_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nanquantile_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nansum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_narrow_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_narrow_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_native_layer_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_ne_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_neg_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_new_empty_strided_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_new_full_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_new_zeros_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_adaptive_avg_pool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_adaptive_avg_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_adaptive_max_pool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_adaptive_max_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_alpha_dropout_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_avg_pool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_avg_pool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_avg_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_batch_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_celu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_channel_shuffle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_conv1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_conv3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_conv_transpose1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_conv_transpose3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_cosine_embedding_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_cross_entropy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_ctc_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_dropout3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_elu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_fractional_max_pool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_fractional_max_pool3d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_grid_sample_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_hardshrink_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_hardswish_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_hardtanh_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_interpolate_area_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_interpolate_bilinear_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_interpolate_nearest-exact_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_interpolate_nearest_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_kl_div_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_layer_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_local_response_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_logsigmoid_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_margin_ranking_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_max_pool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_max_pool2d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_max_unpool1d_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_max_unpool1d_grad_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_max_unpool2d_grad_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_mish_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_mse_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_multi_head_attention_forward_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_multilabel_margin_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_normalize_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_one_hot_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_pad_reflect_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_pad_replicate_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_pad_replicate_negative_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_pairwise_distance_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_pixel_shuffle_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_poisson_nll_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_relu6_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_rms_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_rrelu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_scaled_dot_product_attention_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_selu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_smooth_l1_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_softshrink_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nn_functional_triplet_margin_with_distance_loss_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_nonzero_static_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_norm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_norm_fro_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_norm_inf_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_norm_nuc_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_normal_in_place_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_ones_like_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_outer_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_permute_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_pinverse_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_polygamma_polygamma_n_0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_polygamma_polygamma_n_2_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_polygamma_polygamma_n_3_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_prod_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_qr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_rad2deg_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_rand_like_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_randint_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_randint_like_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_randn_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_ravel_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_reciprocal_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_renorm_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_reshape_as_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_resolve_neg_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_round_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_rsub_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_scalar_tensor_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_scatter_reduce_amax_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_scatter_reduce_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_scatter_reduce_sum_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_select_scatter_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_short_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_signal_windows_exponential_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_signal_windows_gaussian_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_signal_windows_general_hamming_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_signal_windows_kaiser_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_sparse_mm_reduce_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_airy_ai_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_bessel_y0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_chebyshev_polynomial_t_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_chebyshev_polynomial_u_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_chebyshev_polynomial_v_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_hermite_polynomial_h_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_i1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_laguerre_polynomial_l_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_legendre_polynomial_p_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_log_ndtr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_modified_bessel_i0_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_modified_bessel_k1_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_ndtr_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_ndtri_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_shifted_chebyshev_polynomial_u_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_special_shifted_chebyshev_polynomial_v_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_split_list_args_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_square_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_squeeze_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_std_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_std_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_stft_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_sub_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_t_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_take_along_dim_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_tan_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_tensor_split_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_to_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_topk_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_trace_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_transpose_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_trapz_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_triu_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_true_divide_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_unbind_copy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_unflatten_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_uniform_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_unsafe_chunk_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_unsafe_split_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_unsqueeze_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_var_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_var_mean_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_var_mean_unbiased_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_var_unbiased_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_view_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_pointwise_ops_xlogy_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_arange_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_arange_cpu_int16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_arange_cpu_int8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_arange_cpu_uint8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_cpu_float16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_cpu_int16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_cpu_int32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_cpu_uint8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_tensor_overload_cpu_bfloat16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_tensor_overload_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_tensor_overload_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_linspace_tensor_overload_cpu_int8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_cpu_bfloat16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_cpu_float16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_cpu_int8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_cpu_uint8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_tensor_overload_cpu_bfloat16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_tensor_overload_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_tensor_overload_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_tensor_overload_cpu_int16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_tensor_overload_cpu_int32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_tensor_overload_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_logspace_tensor_overload_cpu_int8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_ones_cpu_complex32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_ones_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_ones_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_ones_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_ones_cpu_int8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_ones_cpu_uint8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_zeros_cpu_complex32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_zeros_cpu_float16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_zeros_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_zeros_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout__refs_zeros_cpu_int8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_arange_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_arange_cpu_int16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_arange_cpu_int32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_arange_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_arange_cpu_int8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_full_cpu_bool, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_full_cpu_complex128, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_full_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_full_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_full_cpu_int32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_full_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_full_cpu_int8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_cpu_bfloat16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_cpu_int16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_cpu_int8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_cpu_uint8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_tensor_overload_cpu_bfloat16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_tensor_overload_cpu_complex128, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_tensor_overload_cpu_float16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_tensor_overload_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_tensor_overload_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_tensor_overload_cpu_int16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_linspace_tensor_overload_cpu_uint8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_logspace_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_logspace_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_logspace_cpu_int32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_logspace_cpu_uint8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_logspace_tensor_overload_cpu_complex128, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_logspace_tensor_overload_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_logspace_tensor_overload_cpu_float16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_logspace_tensor_overload_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_logspace_tensor_overload_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_logspace_tensor_overload_cpu_uint8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_ones_cpu_complex32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_ones_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_ones_cpu_float16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_ones_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_ones_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_ones_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_ones_cpu_uint8, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_zeros_cpu_bfloat16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_zeros_cpu_complex32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_zeros_cpu_complex64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_zeros_cpu_float16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_zeros_cpu_float32, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_zeros_cpu_float64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_zeros_cpu_int16, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_zeros_cpu_int64, test/test_ops.py::TestFakeTensorCPU::test_strided_layout_zeros_cpu_int8, test/test_ops.py::TestTagsCPU::test_tags_H_cpu_float32, 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test/test_ops.py::TestTagsCPU::test_tags_linalg_cholesky_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_cholesky_ex_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_cond_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_cross_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_det_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_eig_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_eigh_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_eigvals_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_inv_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_ldl_factor_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_ldl_factor_ex_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_ldl_solve_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_lstsq_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_lu_solve_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_matrix_norm_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_matrix_power_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_norm_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_pinv_singular_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_qr_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_slogdet_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_solve_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_svdvals_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_tensorinv_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_tensorsolve_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_linalg_vander_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_log10_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_log1p_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_log_normal_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_log_softmax_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_log_softmax_with_dtype_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_logaddexp_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_logcumsumexp_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_logical_and_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_logical_not_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_logspace_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_logspace_tensor_overload_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_logsumexp_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_long_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_lt_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_lu_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_lu_solve_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_lu_unpack_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_mH_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_amin_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_argmin_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_cumprod_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_cumsum_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_logaddexp_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_logsumexp_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_median_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_normalize_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_select_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_std_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_sum_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_masked_var_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_matrix_exp_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_max_binary_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_meshgrid_variadic_tensors_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_min_reduction_with_dim_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_minimum_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_mode_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_mul_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_multinomial_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nanquantile_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_narrow_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_native_batch_norm_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_native_dropout_backward_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_neg_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_new_empty_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_new_ones_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nextafter_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_adaptive_avg_pool2d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_alpha_dropout_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_avg_pool2d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_avg_pool3d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_batch_norm_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_binary_cross_entropy_with_logits_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_conv1d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_conv2d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_conv_transpose1d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_conv_transpose2d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_cosine_embedding_loss_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_ctc_loss_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_feature_alpha_dropout_without_train_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_fractional_max_pool2d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_gelu_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_glu_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_group_norm_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_hardshrink_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_hardsigmoid_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_hardswish_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_hardtanh_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_interpolate_bilinear_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_interpolate_nearest-exact_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_interpolate_trilinear_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_kl_div_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_l1_loss_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_leaky_relu_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_local_response_norm_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_max_pool2d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_max_pool3d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_max_unpool1d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_max_unpool2d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_max_unpool3d_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_mish_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_mse_loss_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_multi_head_attention_forward_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_multi_margin_loss_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_nll_loss_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_pad_circular_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_pad_constant_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_pad_replicate_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_pad_replicate_negative_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_pdist_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_pixel_unshuffle_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_prelu_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_relu_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_rrelu_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_scaled_dot_product_attention_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_selu_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_silu_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_soft_margin_loss_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_softmin_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_threshold_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_unfold_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nn_functional_upsample_nearest_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nonzero_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_nonzero_static_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_norm_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_norm_fro_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_norm_nuc_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_normal_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_ones_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_ones_like_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_pca_lowrank_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_permute_copy_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_pinverse_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_polar_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_polygamma_polygamma_n_0_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_polygamma_polygamma_n_1_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_polygamma_polygamma_n_2_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_pow_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_prod_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_put_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_rand_like_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_randint_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_real_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_renorm_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_reshape_as_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_reshape_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_resize_as__cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_resolve_neg_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_round_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_round_decimals_neg_3_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_rsub_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_scalar_tensor_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_scatter_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_scatter_reduce_amin_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_scatter_reduce_prod_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_searchsorted_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_select_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_sgn_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_sign_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_signal_windows_bartlett_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_signal_windows_blackman_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_signal_windows_cosine_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_signal_windows_general_cosine_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_signal_windows_hamming_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_signal_windows_hann_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_signal_windows_nuttall_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_sin_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_sinh_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_slice_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_bessel_j0_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_bessel_j1_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_bessel_y0_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_bessel_y1_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_chebyshev_polynomial_u_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_chebyshev_polynomial_v_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_erfcx_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_hermite_polynomial_he_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_laguerre_polynomial_l_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_legendre_polynomial_p_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_log_ndtr_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_modified_bessel_k0_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_modified_bessel_k1_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_scaled_modified_bessel_k1_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_shifted_chebyshev_polynomial_u_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_shifted_chebyshev_polynomial_v_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_shifted_chebyshev_polynomial_w_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_spherical_bessel_j0_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_special_zeta_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_split_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_split_list_args_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_split_with_sizes_copy_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_sqrt_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_square_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_squeeze_copy_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_squeeze_multiple_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_stack_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_std_mean_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_std_unbiased_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_sub_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_svd_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_take_along_dim_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_tan_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_tanh_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_tensor_split_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_tensordot_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_tile_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_topk_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_torch__scaled_mm_cpu_float8_e4m3fn, test/test_ops.py::TestTagsCPU::test_tags_trace_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_transpose_copy_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_transpose_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_true_divide_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_trunc_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_unbind_copy_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_unbind_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_unfold_copy_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_uniform_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_unsafe_chunk_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_unsqueeze_copy_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_unsqueeze_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_var_mean_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_var_unbiased_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_view_as_complex_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_view_as_real_cpu_complex64, test/test_ops.py::TestTagsCPU::test_tags_view_copy_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_view_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_vstack_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_xlogy_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_zeros_cpu_float32, test/test_ops.py::TestTagsCPU::test_tags_zeros_like_cpu_float32 2025-07-24T05:04:18.7070800Z 2025-07-24T05:04:19.8736550Z Running test_jiterator 1/1 ... [2025-07-24 05:04:19.873458] 2025-07-24T05:04:19.8737800Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:04:19.8739870Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_jiterator.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:04:19.873740] 2025-07-24T05:04:21.9254850Z 2025-07-24T05:04:21.9256050Z test_jiterator 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jiterator_1.1_69bcf64123d558bf_.log 2025-07-24T05:04:21.9256520Z Running 0 items in this shard: 2025-07-24T05:04:21.9256650Z 2025-07-24T05:04:23.8373620Z Running test_unary_ufuncs 1/1 ... [2025-07-24 05:04:23.837166] 2025-07-24T05:04:23.8374340Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:04:23.8376460Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_unary_ufuncs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:04:23.837439] 2025-07-24T05:06:10.9596800Z 2025-07-24T05:06:10.9598280Z test_decomp 3/4 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_3.4_e8f303d4820d01f2_.log 2025-07-24T05:06:11.0029250Z Running 2267 items in this shard: test/test_decomp.py::TestDecompCPU::test_arange_graph_cpu, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_T_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_T_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_T_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive___getitem___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive___radd___cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rand___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rdiv___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmatmul___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmod___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmod___cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rmul___cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive___ror___cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive___ror___cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive___rpow___cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive___rsub___cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive__batch_norm_with_update_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive__chunk_cat_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive__chunk_cat_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive__chunk_cat_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive__chunk_cat_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive__segment_reduce_offsets_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive__softmax_backward_data_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive__softmax_backward_data_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive__softmax_backward_data_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_put_accumulate_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_put_accumulate_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_put_accumulate_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive__unsafe_masked_index_put_accumulate_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive__upsample_bilinear2d_aa_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_abs_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_abs_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_acos_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_acosh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_add_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_add_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_add_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addbmm_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addbmm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addbmm_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addbmm_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcdiv_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcdiv_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcmul_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addcmul_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_decomposed_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_decomposed_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_decomposed_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmm_decomposed_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmv_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmv_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_addmv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_addr_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_alias_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_alias_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_all_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_allclose_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_allclose_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_amax_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_amin_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_amin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_amin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_aminmax_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_aminmax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_angle_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_angle_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_angle_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_angle_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_angle_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_any_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_any_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_any_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_any_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_arange_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_arange_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_argmax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_argmin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_argmin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_argmin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_argsort_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_argsort_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_argsort_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_argsort_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_argwhere_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_argwhere_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_argwhere_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_argwhere_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_partial_views_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_partial_views_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_partial_views_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_partial_views_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_partial_views_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_scatter_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_scatter_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_scatter_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_scatter_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_scatter_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_scatter_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_as_strided_scatter_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_asin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_asin_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_asin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_asinh_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_atan2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_atan2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_atan2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_atan_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_atan_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_atanh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_atanh_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_atanh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_1d_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_1d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_1d_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_1d_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_1d_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_3d_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_3d_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_3d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_3d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_atleast_3d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_baddbmm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_baddbmm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_bfloat16_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_bfloat16_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_bfloat16_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bincount_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_left_shift_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_not_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_not_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_or_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_or_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_or_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_or_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_xor_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_bitwise_xor_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_block_diag_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_block_diag_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_bmm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_bmm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_bmm_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_tensors_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_tensors_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_to_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_broadcast_to_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_bucketize_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_bucketize_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_byte_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_byte_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cartesian_prod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cartesian_prod_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cat_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cat_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cdouble_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cdouble_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cdouble_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cdouble_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_ceil_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_ceil_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_ceil_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cfloat_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_chalf_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_chalf_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_chalf_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_chalf_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_chalf_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_char_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_char_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_char_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cholesky_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cholesky_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_chunk_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_chunk_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_chunk_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_max_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_max_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_max_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_min_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_clamp_min_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_clone_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_clone_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_column_stack_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_combinations_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_combinations_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_combinations_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_combinations_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_combinations_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_complex_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_physical_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_physical_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_constant_pad_nd_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_constant_pad_nd_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_constant_pad_nd_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_constant_pad_nd_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_constant_pad_nd_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_contiguous_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_contiguous_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_contiguous_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_copysign_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_copysign_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_copysign_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_corrcoef_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_corrcoef_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cos_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cos_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cosh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_count_nonzero_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_count_nonzero_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_count_nonzero_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummax_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummax_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumprod_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumprod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumprod_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_embed_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_embed_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagflat_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diff_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_diff_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diff_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_dist_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_dist_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_dist_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_floor_rounding_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_floor_rounding_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_no_rounding_mode_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_no_rounding_mode_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_no_rounding_mode_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_no_rounding_mode_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_trunc_rounding_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_trunc_rounding_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_trunc_rounding_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_trunc_rounding_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_double_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_dsplit_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_dsplit_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_dsplit_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_erf_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_erf_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_erf_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_erf_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfc_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfc_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_exponential_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_float8_e4m3fn, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_float8_e5m2, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_float8_e5m2fnuz, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft2_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft2_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftshift_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftshift_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfftn_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfftn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmax_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmin_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmod_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fmod_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_frac_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_frac_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_frexp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_full_like_cpu_float32, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_isreal_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_istft_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_item_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_item_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_item_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_2inputs_2outputs_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_4inputs_with_extra_args_cpu_bool, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cholesky_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cholesky_ex_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cond_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cond_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eig_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigvals_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigvals_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigvalsh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_householder_product_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_householder_product_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_householder_product_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_inv_ex_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_factor_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_factor_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_factor_ex_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_solve_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lstsq_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lstsq_grad_oriented_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lstsq_grad_oriented_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_factor_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_factor_ex_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_factor_ex_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_power_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_power_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_rank_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_subgradients_at_zero_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_subgradients_at_zero_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_hermitian_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_singular_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_qr_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_qr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_svd_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_tensorsolve_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vander_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vecdot_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vector_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vector_norm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vector_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logaddexp2_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logaddexp2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logaddexp2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logaddexp_cpu_bfloat16, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logsumexp_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_logsumexp_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logsumexp_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_long_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_lt_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_lt_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_lt_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_solve_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_solve_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_unpack_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_unpack_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amax_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amax_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_argmin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumprod_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumprod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumprod_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumprod_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumprod_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_cumsum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_fill_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_fill_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_fill_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_fill_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_fill_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_log_softmax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logaddexp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logsumexp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logsumexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logsumexp_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logsumexp_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_logsumexp_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_mean_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_median_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_normalize_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_prod_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_prod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_prod_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_prod_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_scatter_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_scatter_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_select_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_select_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_select_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_select_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_select_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_softmax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_softmax_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_softmin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_std_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_std_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_std_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_std_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_std_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_sum_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_sum_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_sum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_var_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_var_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_var_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_var_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_matmul_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_matrix_exp_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_matrix_exp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_binary_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_binary_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_pool2d_with_indices_backward_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_no_dim_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_no_dim_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_max_reduction_with_dim_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_maximum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_maximum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_median_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_meshgrid_list_of_tensors_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_meshgrid_list_of_tensors_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_meshgrid_list_of_tensors_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_meshgrid_list_of_tensors_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_meshgrid_variadic_tensors_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_binary_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_binary_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_binary_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_reduction_no_dim_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_reduction_no_dim_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_reduction_no_dim_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_reduction_with_dim_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_min_reduction_with_dim_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_minimum_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_minimum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_minimum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_minimum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_minimum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_mm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_mm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mm_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_mode_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_mode_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mode_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_movedim_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_movedim_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_movedim_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_movedim_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_msort_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_msort_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_msort_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_mul_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mul_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_multinomial_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_multinomial_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_multinomial_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mv_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_3_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nan_to_num_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nan_to_num_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nan_to_num_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nan_to_num_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nanmean_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nanmedian_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nanmedian_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nansum_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nansum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nansum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nansum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_narrow_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_narrow_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_narrow_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_native_batch_norm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_native_dropout_backward_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_native_dropout_backward_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_native_dropout_backward_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_native_dropout_backward_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_native_layer_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_native_layer_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_ne_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_ne_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_neg_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_neg_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_strided_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_strided_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_strided_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_strided_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_empty_strided_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_full_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_ones_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_ones_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_ones_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_zeros_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_zeros_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_new_zeros_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nextafter_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_adaptive_avg_pool1d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_adaptive_avg_pool2d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_adaptive_avg_pool2d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_adaptive_max_pool1d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_adaptive_max_pool2d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_adaptive_max_pool2d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_alpha_dropout_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_avg_pool1d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_avg_pool3d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_avg_pool3d_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_batch_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_batch_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_bilinear_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_bilinear_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_bilinear_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_binary_cross_entropy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_binary_cross_entropy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_binary_cross_entropy_with_logits_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_binary_cross_entropy_with_logits_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv2d_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv3d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv3d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose1d_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose2d_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose2d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose2d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose3d_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose3d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose3d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_cross_entropy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_dropout3d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_dropout3d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_dropout_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_elu_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_embedding_bag_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_embedding_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_fractional_max_pool2d_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_fractional_max_pool3d_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_fractional_max_pool3d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_fractional_max_pool3d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_glu_cpu_bfloat16, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_tanh_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_tanh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_tanh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_tanh_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_tanh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_tanh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_tensor_split_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_tensor_split_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_tensor_split_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_tensordot_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_tensordot_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_tile_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_tile_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_tile_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_tile_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_tile_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_tile_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_sparse_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_sparse_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_sparse_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_to_sparse_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_topk_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_topk_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_topk_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_topk_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_torch__scaled_mm_cpu_float8_e5m2fnuz, test/test_decomp.py::TestDecompCPU::test_comprehensive_torch_ops_aten__safe_softmax_default_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_torch_ops_aten__safe_softmax_default_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_torch_ops_aten__safe_softmax_default_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_torch_ops_aten__safe_softmax_default_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_trace_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_trace_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_transpose_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_trapezoid_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_trapz_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_tril_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_tril_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_tril_indices_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_triu_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_triu_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_triu_indices_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_triu_indices_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_trunc_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_trunc_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_trunc_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_trunc_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unflatten_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unflatten_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unflatten_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_uniform_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_consecutive_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_consecutive_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_consecutive_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_cpu_uint32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unravel_index_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unravel_index_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unravel_index_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_chunk_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_chunk_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_chunk_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_mean_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_mean_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_mean_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_mean_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_mean_unbiased_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_unbiased_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_unbiased_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_unbiased_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_vdot_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_real_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_xlogy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_xlogy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick__native_batch_norm_legit_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick__native_batch_norm_legit_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_addcdiv_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_addcdiv_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_addcdiv_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_amax_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_amax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_amax_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_amax_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_amax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_aminmax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_aminmax_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_aminmax_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_asinh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_and_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_and_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_left_shift_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_left_shift_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_not_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_not_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_not_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_or_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_or_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_right_shift_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_right_shift_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_right_shift_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_right_shift_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_xor_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_bucketize_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_cauchy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_ceil_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_ceil_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_complex_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_conj_physical_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_conj_physical_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_core_backward__unsafe_masked_index_put_accumulate_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_bernoulli_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_binary_cross_entropy_with_logits_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_hardshrink_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_select_scatter_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_special_entr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_special_log_ndtr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_take_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_trace_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_zero__cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_cos_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_dist_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_div_floor_rounding_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_div_floor_rounding_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_div_floor_rounding_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_div_no_rounding_mode_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_dot_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_dot_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_dot_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_erf_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_erf_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_erf_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_erfinv_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_exp2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_exp2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_exp2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_exp_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_expand_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_expand_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_expm1_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_eye_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_fft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_fftn_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfftn_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_fft_hfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_rfftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fill_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_flip_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_flip_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_floor_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_floor_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_floor_divide_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_floor_divide_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_frac_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_frexp_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_gcd_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_geometric_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_geometric_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_geometric_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_geometric_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_geometric_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_grid_sampler_2d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_heaviside_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_heaviside_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_heaviside_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_i0_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_i0_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_igammac_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_isin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_isin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_isin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_isneginf_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_isneginf_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_isneginf_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_isposinf_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_isposinf_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_isposinf_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_item_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_item_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_item_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_item_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_lcm_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_le_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_lerp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_vector_norm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_log_normal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_log_normal_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_log_softmax_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_log_softmax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logaddexp2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_logaddexp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_logical_and_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_logical_and_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_logical_and_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_logit_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_logspace_tensor_overload_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_logsumexp_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_logsumexp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logsumexp_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_lt_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_lt_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_mean_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_mean_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_minimum_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_minimum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_minimum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_1_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_nan_to_num_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_nan_to_num_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nansum_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nansum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nansum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_native_batch_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_native_dropout_backward_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_native_dropout_backward_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_native_dropout_backward_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_native_dropout_backward_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_native_dropout_backward_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_ne_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_ne_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_nextafter_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_binary_cross_entropy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_binary_cross_entropy_with_logits_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_elu_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_embedding_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_embedding_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_gelu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardshrink_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardsigmoid_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardtanh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardtanh_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_leaky_relu_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_leaky_relu_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_leaky_relu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_logsigmoid_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool2d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool2d_grad_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool3d_grad_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mish_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mish_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mish_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mse_loss_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mse_loss_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_pad_constant_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_pad_constant_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_prelu_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_prelu_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_prelu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu6_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_rrelu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_softplus_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_softplus_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_unfold_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_unfold_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_unfold_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_norm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_norm_fro_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_norm_fro_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_norm_inf_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_norm_inf_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_norm_nuc_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_norm_nuc_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_normal_in_place_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_normal_number_mean_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_permute_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_permute_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_permute_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_pow_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_pow_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_pow_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_pow_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_pow_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_prod_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_prod_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_randn_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_reciprocal_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_reciprocal_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_reciprocal_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_remainder_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_remainder_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_remainder_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_renorm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_0_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_3_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_3_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_neg_3_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_neg_3_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_rsqrt_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_select_scatter_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_select_scatter_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_select_scatter_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_select_scatter_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sign_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sign_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_slice_scatter_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_softmax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_softmax_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_softmax_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_softmax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_special_entr_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_special_entr_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_special_entr_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_entr_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_erfcx_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_erfcx_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_i1_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_special_i1_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_log_ndtr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_special_log_ndtr_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtri_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtri_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_split_list_args_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_std_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_std_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_std_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_take_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_trace_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_trace_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_trunc_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_trunc_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_uniform_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_uniform_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_uniform_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_var_mean_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_var_mean_unbiased_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_var_unbiased_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_var_unbiased_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_var_unbiased_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_vdot_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_vdot_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_xlogy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_xlogy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_xlogy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_int32, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_LSTM_train_mode_cpu_float32, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_LSTM_train_mode_cpu_float64, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_RNN_eval_mode_cpu_float32, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_RNN_eval_mode_cpu_float64, test/test_decomp.py::DecompOneOffTestsCPU::test_weight_norm_interface_cpu, test/test_decomp.py::HasDecompTest::test_aten_core_operators 2025-07-24T05:06:11.0442070Z 2025-07-24T05:06:12.9276310Z Running test_legacy_vmap 1/1 ... [2025-07-24 05:06:12.927450] 2025-07-24T05:06:12.9277030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:06:12.9279230Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_legacy_vmap.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:06:12.927734] 2025-07-24T05:06:15.7216780Z 2025-07-24T05:06:15.7217400Z test_legacy_vmap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_legacy_vmap_1.1_20b70b67a467cc18_.log 2025-07-24T05:06:15.7241180Z Running 124 items in this shard: test/test_legacy_vmap.py::TestVmapAPILegacy::test_accepts_nested_inputs, test/test_legacy_vmap.py::TestVmapAPILegacy::test_backward_unsupported_interaction, test/test_legacy_vmap.py::TestVmapAPILegacy::test_batched_gradient_basic, test/test_legacy_vmap.py::TestVmapAPILegacy::test_constant_function, test/test_legacy_vmap.py::TestVmapAPILegacy::test_different_map_dim_size_raises, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_atan2, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_does_not_warn_by_default, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_masked_fill, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_multiple_returns, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_warns_when_warnings_are_enabled, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_with_undefined_grad, test/test_legacy_vmap.py::TestVmapAPILegacy::test_fallback_zero_dim, test/test_legacy_vmap.py::TestVmapAPILegacy::test_func_with_no_inputs, test/test_legacy_vmap.py::TestVmapAPILegacy::test_functools_partial, test/test_legacy_vmap.py::TestVmapAPILegacy::test_grad_unsupported_interaction, test/test_legacy_vmap.py::TestVmapAPILegacy::test_in_dim_not_in_tensor_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_in_dims_wrong_type_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_inplace_fallback_nary_different_levels, test/test_legacy_vmap.py::TestVmapAPILegacy::test_inplace_fallback_nary_same_levels, test/test_legacy_vmap.py::TestVmapAPILegacy::test_inplace_fallback_unary, test/test_legacy_vmap.py::TestVmapAPILegacy::test_integer_in_dim_but_not_tensor_input_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_multiple_inputs, test/test_legacy_vmap.py::TestVmapAPILegacy::test_multiple_out_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_multiple_outputs, test/test_legacy_vmap.py::TestVmapAPILegacy::test_multiple_outputs_error_cases, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nested_non_default_in_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nested_out_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nested_with_different_map_dim, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nested_with_same_map_dim, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nn_module, test/test_legacy_vmap.py::TestVmapAPILegacy::test_non_default_in_dims_out_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_non_tensor_output_raises, test/test_legacy_vmap.py::TestVmapAPILegacy::test_non_zero_in_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_none_in_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_nonzero_out_dims, test/test_legacy_vmap.py::TestVmapAPILegacy::test_noop_in_inner_vmap, test/test_legacy_vmap.py::TestVmapAPILegacy::test_not_enough_in_dims_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_out_dim_out_of_bounds_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_out_dims_and_num_outputs_mismatch_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_out_dims_edge_case, test/test_legacy_vmap.py::TestVmapAPILegacy::test_out_dims_must_be_int_or_tuple_of_int_err_msg, test/test_legacy_vmap.py::TestVmapAPILegacy::test_single_input, test/test_legacy_vmap.py::TestVmapAPILegacy::test_unsupported_op_err_msg, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_T_numpy, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_as_strided, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_binary_pointwise_ops, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_bmm, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_cat, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_chunk, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_clamp, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_clone, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_comparison_ops, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_conj, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_contiguous, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_diagonal, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_dot, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_expand_as, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_fill_and_zero_inplace, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_imag, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_is_complex, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_is_contiguous, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_is_floating_point, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_mm, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_movedim, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_mv, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_narrow, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_new_empty, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_new_empty_strided, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_new_zeros, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_no_random_op_support, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_real, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_reshape, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_reshape_as, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_result_type, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_select, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_slice, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_split, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_squeeze, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_stack, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_stride, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_sum_dim, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_t, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_tensor_split, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_to, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_trace, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_transpose, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_unary_pointwise_ops, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_unbind, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_unfold, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_view, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_view_as, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_view_as_complex, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_view_as_real, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_vmap_fallback_check, test/test_legacy_vmap.py::TestVmapOperatorsLegacy::test_vmap_fallback_check_ok, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_add_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_binary_cross_entropy_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_diagonal_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_div_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_expand_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_index_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_inplace_manyview_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_inplace_on_view_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_lgamma_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_log1p_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_log_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_logsumexp_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_max_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_median_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_min_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_mul_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_permute_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_reshape_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_select_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_sigmoid_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_slice_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_stack_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_sub_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_threshold_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_trace_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_unrelated_output_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_unrelated_output_multiple_grad_cpu, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_vmap_fallback_check, test/test_legacy_vmap.py::TestVmapBatchedGradientLegacyCPU::test_vmap_fallback_check_ok 2025-07-24T05:06:15.7263610Z 2025-07-24T05:06:17.7034380Z Running test_function_schema 1/1 ... [2025-07-24 05:06:17.703238] 2025-07-24T05:06:17.7035140Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:06:17.7037270Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_function_schema.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:06:17.703510] 2025-07-24T05:06:19.9937460Z 2025-07-24T05:06:19.9938500Z test_function_schema 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_function_schema_1.1_7e11644ddcb2b2a3_.log 2025-07-24T05:06:19.9943170Z Running 15 items in this shard: test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_arguments, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_outputs, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_structure, test/test_function_schema.py::TestFunctionSchema::test_backward_compatible_with_smart_serialization, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_real_use_case, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_with_out, test/test_function_schema.py::TestFunctionSchema::test_forward_compatible_arguments_without_out, test/test_function_schema.py::TestFunctionSchema::test_hash_schema, test/test_function_schema.py::TestFunctionSchema::test_out_schema, test/test_function_schema.py::TestFunctionSchema::test_schema_error, test/test_function_schema.py::TestFunctionSchema::test_serialize_and_deserialize, test/test_function_schema.py::TestFunctionSchema::test_string_optional_parameter_default_value, test/test_function_schema.py::TestFunctionSchema::test_sym_int_argument_properly_parsed, test/test_function_schema.py::TestFunctionSchema::test_tensor_list_alias_annotation_properly_parsed, test/test_function_schema.py::TestFunctionSchema::test_tensor_option_arguments_properly_parsed 2025-07-24T05:06:19.9946960Z 2025-07-24T05:06:22.0411640Z Running xpu/test_gemm 1/1 ... [2025-07-24 05:06:22.040947] 2025-07-24T05:06:22.0412380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:06:22.0415820Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'xpu/test_gemm.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:06:22.041252] 2025-07-24T05:06:24.1886160Z 2025-07-24T05:06:24.1887170Z xpu/test_gemm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_gemm_1.1_8390b638a4930aca_.log 2025-07-24T05:06:24.1887650Z Running 0 items in this shard: 2025-07-24T05:06:24.1887780Z 2025-07-24T05:06:26.2152600Z Running lazy/test_functionalization 1/1 ... [2025-07-24 05:06:26.215036] 2025-07-24T05:06:26.2153790Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:06:26.2155870Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'lazy/test_functionalization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:06:26.215468] 2025-07-24T05:06:28.4821260Z 2025-07-24T05:06:28.4822780Z lazy/test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_functionalization_1.1_8c413b6a8d15d71d_.log 2025-07-24T05:06:28.4824290Z Running 2 items in this shard: test/lazy/test_functionalization.py::LazyFuncionalizationTest::test_data_assign, test/lazy/test_functionalization.py::LazyFuncionalizationTest::test_lazy_init_with_view 2025-07-24T05:06:28.4824880Z 2025-07-24T05:06:30.5412380Z Running distributions/test_constraints 1/1 ... [2025-07-24 05:06:30.541038] 2025-07-24T05:06:30.5413240Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:06:30.5415520Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'distributions/test_constraints.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:06:30.541350] 2025-07-24T05:06:32.9143520Z 2025-07-24T05:06:32.9144330Z distributions/test_constraints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/distributions.test_constraints_1.1_3a99cede47410b2f_.log 2025-07-24T05:06:32.9177780Z Running 136 items in this shard: test/distributions/test_constraints.py::test_constraint[False-constraint_fn0-False-value0], test/distributions/test_constraints.py::test_constraint[False-constraint_fn1-False-value1], test/distributions/test_constraints.py::test_constraint[False-constraint_fn2-False-value2], test/distributions/test_constraints.py::test_constraint[False-constraint_fn3-True-value3], test/distributions/test_constraints.py::test_constraint[False-constraint_fn4-False-value4], test/distributions/test_constraints.py::test_constraint[False-constraint_fn5-False-value5], test/distributions/test_constraints.py::test_constraint[False-constraint_fn6-True-value6], test/distributions/test_constraints.py::test_constraint[False-constraint_fn7-True-value7], test/distributions/test_constraints.py::test_constraint[False-constraint_fn8-False-value8], test/distributions/test_constraints.py::test_constraint[False-constraint_fn9-True-value9], test/distributions/test_constraints.py::test_constraint[False-constraint_fn10-False-value10], test/distributions/test_constraints.py::test_constraint[False-constraint_fn11-False-value11], test/distributions/test_constraints.py::test_constraint[False-constraint_fn12-True-value12], test/distributions/test_constraints.py::test_constraint[False-constraint_fn13-True-value13], test/distributions/test_constraints.py::test_constraint[False-constraint_fn14-False-value14], test/distributions/test_constraints.py::test_constraint[False-constraint_fn15-True-value15], test/distributions/test_constraints.py::test_constraint[False-constraint_fn16-True-value16], test/distributions/test_constraints.py::test_constraint[False-constraint_fn17-True-value17], test/distributions/test_constraints.py::test_constraint[True-constraint_fn0-False-value0], test/distributions/test_constraints.py::test_constraint[True-constraint_fn1-False-value1], test/distributions/test_constraints.py::test_constraint[True-constraint_fn2-False-value2], test/distributions/test_constraints.py::test_constraint[True-constraint_fn3-True-value3], test/distributions/test_constraints.py::test_constraint[True-constraint_fn4-False-value4], test/distributions/test_constraints.py::test_constraint[True-constraint_fn5-False-value5], test/distributions/test_constraints.py::test_constraint[True-constraint_fn6-True-value6], test/distributions/test_constraints.py::test_constraint[True-constraint_fn7-True-value7], test/distributions/test_constraints.py::test_constraint[True-constraint_fn8-False-value8], test/distributions/test_constraints.py::test_constraint[True-constraint_fn9-True-value9], test/distributions/test_constraints.py::test_constraint[True-constraint_fn10-False-value10], test/distributions/test_constraints.py::test_constraint[True-constraint_fn11-False-value11], test/distributions/test_constraints.py::test_constraint[True-constraint_fn12-True-value12], test/distributions/test_constraints.py::test_constraint[True-constraint_fn13-True-value13], test/distributions/test_constraints.py::test_constraint[True-constraint_fn14-False-value14], test/distributions/test_constraints.py::test_constraint[True-constraint_fn15-True-value15], test/distributions/test_constraints.py::test_constraint[True-constraint_fn16-True-value16], test/distributions/test_constraints.py::test_constraint[True-constraint_fn17-True-value17], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn0-args0], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn1-args1], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn2-args2], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args3], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args4], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args5], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThan-args6], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_biject_to[False-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args10], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args11], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args12], test/distributions/test_constraints.py::test_biject_to[False-_LessThan-args13], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn14-args14], test/distributions/test_constraints.py::test_biject_to[False-_Interval-args15], test/distributions/test_constraints.py::test_biject_to[False-_Interval-args16], test/distributions/test_constraints.py::test_biject_to[False-_Interval-args17], test/distributions/test_constraints.py::test_biject_to[False-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_biject_to[False-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_biject_to[False-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn21-args21], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn22-args22], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn23-args23], test/distributions/test_constraints.py::test_biject_to[False-constraint_fn24-args24], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn0-args0], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn1-args1], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn2-args2], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args3], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args4], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args5], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThan-args6], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_biject_to[True-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args10], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args11], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args12], test/distributions/test_constraints.py::test_biject_to[True-_LessThan-args13], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn14-args14], test/distributions/test_constraints.py::test_biject_to[True-_Interval-args15], test/distributions/test_constraints.py::test_biject_to[True-_Interval-args16], test/distributions/test_constraints.py::test_biject_to[True-_Interval-args17], test/distributions/test_constraints.py::test_biject_to[True-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_biject_to[True-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_biject_to[True-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn21-args21], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn22-args22], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn23-args23], test/distributions/test_constraints.py::test_biject_to[True-constraint_fn24-args24], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn0-args0], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn1-args1], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn2-args2], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args3], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args4], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args5], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThan-args6], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_transform_to[False-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args10], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args11], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args12], test/distributions/test_constraints.py::test_transform_to[False-_LessThan-args13], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn14-args14], test/distributions/test_constraints.py::test_transform_to[False-_Interval-args15], test/distributions/test_constraints.py::test_transform_to[False-_Interval-args16], test/distributions/test_constraints.py::test_transform_to[False-_Interval-args17], test/distributions/test_constraints.py::test_transform_to[False-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_transform_to[False-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_transform_to[False-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn21-args21], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn22-args22], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn23-args23], test/distributions/test_constraints.py::test_transform_to[False-constraint_fn24-args24], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn0-args0], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn1-args1], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn2-args2], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args3], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args4], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args5], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThan-args6], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThanEq-args7], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThanEq-args8], test/distributions/test_constraints.py::test_transform_to[True-_GreaterThanEq-args9], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args10], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args11], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args12], test/distributions/test_constraints.py::test_transform_to[True-_LessThan-args13], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn14-args14], test/distributions/test_constraints.py::test_transform_to[True-_Interval-args15], test/distributions/test_constraints.py::test_transform_to[True-_Interval-args16], test/distributions/test_constraints.py::test_transform_to[True-_Interval-args17], test/distributions/test_constraints.py::test_transform_to[True-_HalfOpenInterval-args18], test/distributions/test_constraints.py::test_transform_to[True-_HalfOpenInterval-args19], test/distributions/test_constraints.py::test_transform_to[True-_HalfOpenInterval-args20], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn21-args21], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn22-args22], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn23-args23], test/distributions/test_constraints.py::test_transform_to[True-constraint_fn24-args24] 2025-07-24T05:06:32.9209090Z 2025-07-24T05:06:35.0180590Z Running torch_np/numpy_tests/core/test_numeric 1/1 ... [2025-07-24 05:06:35.017867] 2025-07-24T05:06:35.0181530Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:06:35.0183760Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numeric.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:06:35.018169] 2025-07-24T05:06:39.0604540Z 2025-07-24T05:06:39.0605290Z torch_np/numpy_tests/core/test_numeric 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numeric_1.1_48eeaafe6ab62dd6_.log 2025-07-24T05:06:39.0664670Z Running 273 items in this shard: test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_copies, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_negative_resize, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_repeats, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_reshape_from_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestResize::test_zeroresize, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_choose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_clip, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_compress, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_count_nonzero, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_cumproduct, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_diagonal, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_accuracy, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype3, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype4, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype5, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype6, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_dtype7, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-1, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-10, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_dunder_round_edgecases_val_2147483647_ndigits_-9, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_mean, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_prod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ptp, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_ravel, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_repeat, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_reshape, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_2, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_round_py_consistency, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_searchsorted, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_size, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_squeeze, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_std, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_sum, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_swapaxes, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_take, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_trace, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_transpose, test/torch_np/numpy_tests/core/test_numeric.py::TestNonarrayArgs::test_var, test/torch_np/numpy_tests/core/test_numeric.py::TestIsscalar::test_isscalar, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_and_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_or_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_eq, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_bitwise_xor_is, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolScalar::test_logical, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_all_any, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_and_or_xor, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolArray::test_logical_not_abs, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_double, test/torch_np/numpy_tests/core/test_numeric.py::TestBoolCmp::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_default, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_divide_err, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_errobj, test/torch_np/numpy_tests/core/test_numeric.py::TestSeterr::test_set, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_floating_exceptions_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestFloatExceptions::test_warnings, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_can_cast_values, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_coercion_2, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_promote_types_endian, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_result_type, test/torch_np/numpy_tests/core/test_numeric.py::TestTypes::test_tesult_type_2, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_5, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_2592_dtype0_count_10_error_index_9, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_empty_result, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_failed_itemsetting, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_lengths, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_too_few_items, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_types, test/torch_np/numpy_tests/core/test_numeric.py::TestFromiter::test_values, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_?, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_B, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_D, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_F, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_b, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_d, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_e, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_f, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_h, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_i, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_axis_all_dtypes_typecode_l, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_count_nonzero_list, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_axis_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_countnonzero_keepdims, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_onedim_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_trivial_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_twodim, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_nonzero_zerod_differs, test/torch_np/numpy_tests/core/test_numeric.py::TestNonzeroAndCountNonzero::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean, test/torch_np/numpy_tests/core/test_numeric.py::TestIndex::test_boolean_edgecase, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_large_neg_int64, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_neg_width_boundaries, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_sufficient_width, test/torch_np/numpy_tests/core/test_numeric.py::TestBinaryRepr::test_zero, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base3, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_base_range, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_negative, test/torch_np/numpy_tests/core/test_numeric.py::TestBaseRepr::test_positive, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equal_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_array_equiv, test/torch_np/numpy_tests/core/test_numeric.py::TestArrayComparisons::test_none_compares_elementwise, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_array_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_func_takes_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_array, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_inplace_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_non_contig, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_property, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_scalar_nan_propagation_arr0_amin0_amax0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin2_amax2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax1, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_value_min_max_flip_amin_1_amax_0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_array_outint32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_memory_overlap, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple2, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_simple_int32, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_clip_with_out_transposed, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_noncontig_inplace, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_D, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_F, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_2_dtype_e, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_?, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_B, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_b, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_d, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_f, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_h, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_i, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_ones_pathological_dtype_l, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_double, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_inplace_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting0, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_inout_casting_unsafe, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int32_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_inout, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_int64_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_nonnative, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_simple_out, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_01, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_02, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_03, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_04, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_05, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_06, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_07, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_08, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_09, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_10, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_11, test/torch_np/numpy_tests/core/test_numeric.py::TestClip::test_type_cast_12, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_equalnan, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_ip_not_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_min_int, test/torch_np/numpy_tests/core/test_numeric.py::TestAllclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_equal_nan, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_all_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_isclose_allclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_ip_none_isclose, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_no_parameter_modification, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_non_finite_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestIsclose::test_scalar_return, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof1, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_ddof2, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_out_scalar, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVar::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_basic, test/torch_np/numpy_tests/core/test_numeric.py::TestStdVarComplex::test_scalars, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_for_reference_leak, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_full, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_ones, test/torch_np/numpy_tests/core/test_numeric.py::TestCreationFuncs::test_zeros, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc0_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc1_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc2_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype0, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_dtype_str_bytes_likefunc3_dtype1, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_empty_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_filled_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_ones_like, test/torch_np/numpy_tests/core/test_numeric.py::TestLikeFuncs::test_zeros_like, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_complex, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_float, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestCorrelate::test_zero_size, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_mode, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_no_overwrite, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_numpy_doc_examples, test/torch_np/numpy_tests/core/test_numeric.py::TestConvolve::test_object, test/torch_np/numpy_tests/core/test_numeric.py::TestDtypePositional::test_dtype_positional, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_2D, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_list, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_0, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_1, test/torch_np/numpy_tests/core/test_numeric.py::TestArgwhere::test_nd_nd_2, test/torch_np/numpy_tests/core/test_numeric.py::TestStringFunction::test_set_string_function, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll1d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll2d, test/torch_np/numpy_tests/core/test_numeric.py::TestRoll::test_roll_empty, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_exceptions, test/torch_np/numpy_tests/core/test_numeric.py::TestRollaxis::test_results, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_errors, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_multiples, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_new_position, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_move_to_end, test/torch_np/numpy_tests/core/test_numeric.py::TestMoveaxis::test_preserve_order, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x2, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_2x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_3x3, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_broadcasting_shapes, test/torch_np/numpy_tests/core/test_numeric.py::TestCross::test_uint8_int32_mixed_dtypes, test/torch_np/numpy_tests/core/test_numeric.py::TestOuterMisc::test_outer_out_param, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype0_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype1_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype2_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims0, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims1, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_return_type_dtype3_dims2, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_scalar_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_simple, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_single_input, test/torch_np/numpy_tests/core/test_numeric.py::TestIndices::test_sparse, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_C_and_F_simul, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_non_array_input, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_require_each, test/torch_np/numpy_tests/core/test_numeric.py::TestRequire::test_unknown_requirement, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_error_kwargs, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_in_args, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_broadcast_single_arg, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_number_of_arguments, test/torch_np/numpy_tests/core/test_numeric.py::TestBroadcast::test_shape_mismatch_error_message, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimension_einsum, test/torch_np/numpy_tests/core/test_numeric.py::TestTensordot::test_zero_dimensional 2025-07-24T05:06:39.0722620Z 2025-07-24T05:06:41.0577920Z Running test_matmul_cuda 1/1 ... [2025-07-24 05:06:41.057624] 2025-07-24T05:06:41.0578910Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:06:41.0581300Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_matmul_cuda.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:06:41.057917] 2025-07-24T05:06:43.2079720Z 2025-07-24T05:06:43.2081230Z test_matmul_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_matmul_cuda_1.1_c33ca75167701509_.log 2025-07-24T05:06:43.2082210Z Running 0 items in this shard: 2025-07-24T05:06:43.2082360Z 2025-07-24T05:06:45.2927590Z Running test_type_promotion 1/1 ... [2025-07-24 05:06:45.292562] 2025-07-24T05:06:45.2928400Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:06:45.2931210Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_type_promotion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:06:45.292907] 2025-07-24T05:06:49.0221150Z 2025-07-24T05:06:49.0221990Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_2c53b9765b23d754_.log 2025-07-24T05:06:49.0324740Z Running 423 items in this shard: test/test_type_promotion.py::TestTypePromotionCPU::test_add_wrapped_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_alpha_mismatch_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_alternate_result_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_bfloat16_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_booleans_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_can_cast_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_cat_different_dtypes_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_cat_out_different_dtypes_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_clamp_type_promotion_cpu_bool_bool_bool, 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test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int16_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int32_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int64_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_int8_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_numpy_array_binary_ufunc_promotion_cpu_uint8_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_promote_self_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_promote_types_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bfloat16_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_bool_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex128_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_complex64_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float16_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float32_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_float64_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int16_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int32_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int64_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_int8_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_bfloat16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_float16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_int8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_cpu_uint8_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_result_type_tensor_vs_scalar_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_add_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_promotion_cpu_bool, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_promotion_cpu_int16, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_promotion_cpu_int32, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_promotion_cpu_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_div_promotion_cpu_uint8, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_mul_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_sparse_sub_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_ternary_out_promotion_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_transpose_cpu, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex128_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex128_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex128_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_complex64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float32_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float32_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float32_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float32_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float32_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_float64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_int64_complex128, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_int64_complex64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_int64_float32, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_int64_float64, test/test_type_promotion.py::TestTypePromotionCPU::test_unary_op_out_casting_cpu_int64_int64, test/test_type_promotion.py::TestTypePromotionCPU::test_unsigned_cpu 2025-07-24T05:06:49.0425310Z 2025-07-24T05:06:51.0262340Z Running test_cuda 1/1 ... [2025-07-24 05:06:51.026038] 2025-07-24T05:06:51.0263030Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:06:51.0265720Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_cuda.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:06:51.026336] 2025-07-24T05:06:54.1247280Z 2025-07-24T05:06:54.1247750Z test_cuda 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_1.1_fb6ce0fc6da542d5_.log 2025-07-24T05:06:54.1284150Z Running 214 items in this shard: test/test_cuda.py::TestCuda::test_arithmetic_large_tensor, test/test_cuda.py::TestCuda::test_batch_norm_gather_stats, test/test_cuda.py::TestCuda::test_bincount_ext, test/test_cuda.py::TestCuda::test_caching_allocator_record_stream_oom, test/test_cuda.py::TestCuda::test_caching_pinned_memory, test/test_cuda.py::TestCuda::test_check_error, test/test_cuda.py::TestCuda::test_copy_non_blocking, test/test_cuda.py::TestCuda::test_copy_non_blocking_type_conversion, test/test_cuda.py::TestCuda::test_cublas_allow_bf16_reduced_precision_reduction_get_set, test/test_cuda.py::TestCuda::test_cublas_allow_fp16_accumulation_get_set, test/test_cuda.py::TestCuda::test_cublas_allow_fp16_reduced_precision_reduction_get_set, test/test_cuda.py::TestCuda::test_cublas_allow_tf32_get_set, test/test_cuda.py::TestCuda::test_cublas_multiple_threads_same_device, test/test_cuda.py::TestCuda::test_cublas_workspace_explicit_allocation, test/test_cuda.py::TestCuda::test_cuda_get_device_capability, test/test_cuda.py::TestCuda::test_cuda_get_device_name, test/test_cuda.py::TestCuda::test_cuda_get_device_properties, test/test_cuda.py::TestCuda::test_cuda_graph_allocator_propagates_stream, test/test_cuda.py::TestCuda::test_cuda_graph_error_options, test/test_cuda.py::TestCuda::test_cuda_graph_raw_graph, test/test_cuda.py::TestCuda::test_cuda_graph_raw_graph_keep_graph_false, test/test_cuda.py::TestCuda::test_cuda_graph_raw_graph_reset_and_recapture, test/test_cuda.py::TestCuda::test_cuda_memory_leak_detection_propagates_errors, test/test_cuda.py::TestCuda::test_cudart_register, test/test_cuda.py::TestCuda::test_cudnn_allow_tf32_get_set, test/test_cuda.py::TestCuda::test_cudnn_multiple_threads_same_device, test/test_cuda.py::TestCuda::test_cusparse_multiple_threads_same_device, test/test_cuda.py::TestCuda::test_device_context_manager, test/test_cuda.py::TestCuda::test_device_count_not_cached_pre_init, test/test_cuda.py::TestCuda::test_events, test/test_cuda.py::TestCuda::test_events_elapsedtime, test/test_cuda.py::TestCuda::test_fixed_cuda_assert_async, test/test_cuda.py::TestCuda::test_float32_matmul_precision_get_set, test/test_cuda.py::TestCuda::test_fp32_precision_with_float32_matmul_precision, test/test_cuda.py::TestCuda::test_fp32_precision_with_tf32, test/test_cuda.py::TestCuda::test_gather_bool, test/test_cuda.py::TestCuda::test_gds_fails_in_ci, test/test_cuda.py::TestCuda::test_generic_stream_event, test/test_cuda.py::TestCuda::test_get_device_index, test/test_cuda.py::TestCuda::test_graph_capture_oom, test/test_cuda.py::TestCuda::test_graph_capture_reset_recapture, test/test_cuda.py::TestCuda::test_graph_capture_simple, test/test_cuda.py::TestCuda::test_graph_concurrent_replay, test/test_cuda.py::TestCuda::test_graph_debugdump, test/test_cuda.py::TestCuda::test_graph_error, test/test_cuda.py::TestCuda::test_graph_is_current_stream_capturing, test/test_cuda.py::TestCuda::test_graph_make_graphed_callables_same_pool, test/test_cuda.py::TestCuda::test_graph_memory_stats_and_use_result_after_destroy_graph, test/test_cuda.py::TestCuda::test_graph_optims_with_explicitly_capturable_param_groups, test/test_cuda.py::TestCuda::test_graph_record_stream, test/test_cuda.py::TestCuda::test_graph_rng_distributions, test/test_cuda.py::TestCuda::test_graph_rng_functional, test/test_cuda.py::TestCuda::test_graph_three_successive, test/test_cuda.py::TestCuda::test_graph_timing, test/test_cuda.py::TestCuda::test_graph_two_successive, test/test_cuda.py::TestCuda::test_graph_warn_if_has_zero_nodes, test/test_cuda.py::TestCuda::test_graphsafe_set_get_rng_state, test/test_cuda.py::TestCuda::test_hip_device_count, test/test_cuda.py::TestCuda::test_hipblaslt_allow_tf32, test/test_cuda.py::TestCuda::test_index_out_of_bounds_exception_cuda, test/test_cuda.py::TestCuda::test_invalid_status_for_legacy_api, test/test_cuda.py::TestCuda::test_is_pinned_no_context, test/test_cuda.py::TestCuda::test_lazy_init, test/test_cuda.py::TestCuda::test_manual_seed, test/test_cuda.py::TestCuda::test_matmul_device_mismatch, test/test_cuda.py::TestCuda::test_matmul_memory_use, test/test_cuda.py::TestCuda::test_mean_fp16, test/test_cuda.py::TestCuda::test_memory_allocation, test/test_cuda.py::TestCuda::test_memory_stats_of_multiple_generators_and_graphs, test/test_cuda.py::TestCuda::test_min_max_inits, test/test_cuda.py::TestCuda::test_multi_device_context_manager, test/test_cuda.py::TestCuda::test_multi_device_stream_context_manager, test/test_cuda.py::TestCuda::test_multinomial_ext, test/test_cuda.py::TestCuda::test_multinomial_invalid_probs_cuda, test/test_cuda.py::TestCuda::test_noncontiguous_pinned_memory, test/test_cuda.py::TestCuda::test_norm_type_conversion, test/test_cuda.py::TestCuda::test_nvtx, test/test_cuda.py::TestCuda::test_out_of_memory, test/test_cuda.py::TestCuda::test_pinned_memory_empty_cache, test/test_cuda.py::TestCuda::test_pinned_memory_use_background_threads, test/test_cuda.py::TestCuda::test_pinned_memory_with_cudaregister, test/test_cuda.py::TestCuda::test_pinned_memory_with_cudaregister_multithread, test/test_cuda.py::TestCuda::test_preferred_blas_library_settings, test/test_cuda.py::TestCuda::test_prod_large, test/test_cuda.py::TestCuda::test_randint_generation_for_large_numel, test/test_cuda.py::TestCuda::test_randint_randomness_for_large_range, test/test_cuda.py::TestCuda::test_random_no_reused_random_states_float32, test/test_cuda.py::TestCuda::test_random_no_reused_random_states_float64, test/test_cuda.py::TestCuda::test_record_stream, test/test_cuda.py::TestCuda::test_record_stream_on_shifted_view, test/test_cuda.py::TestCuda::test_reduction_gpu_memory_accessing, test/test_cuda.py::TestCuda::test_rocm_backward_pass_guard, test/test_cuda.py::TestCuda::test_serialization_array_with_empty, test/test_cuda.py::TestCuda::test_serialization_array_with_storage, test/test_cuda.py::TestCuda::test_specify_improper_device_name, test/test_cuda.py::TestCuda::test_stream_compatibility, test/test_cuda.py::TestCuda::test_stream_context_manager, test/test_cuda.py::TestCuda::test_stream_event_repr, test/test_cuda.py::TestCuda::test_streaming_backwards_callback, test/test_cuda.py::TestCuda::test_streaming_backwards_multiple_streams, test/test_cuda.py::TestCuda::test_streaming_backwards_sync, test/test_cuda.py::TestCuda::test_streaming_backwards_sync_graph_root, test/test_cuda.py::TestCuda::test_streams, test/test_cuda.py::TestCuda::test_sum_fp16, test/test_cuda.py::TestCuda::test_tiny_half_norm_, test/test_cuda.py::TestCuda::test_to_cpu_blocking_by_default, test/test_cuda.py::TestCuda::test_to_numpy, test/test_cuda.py::TestCuda::test_torch_manual_seed_seeds_cuda_devices, test/test_cuda.py::TestCuda::test_type_conversions, test/test_cuda.py::TestCuda::test_uuid, test/test_cuda.py::TestCudaMallocAsync::test_allocator_fuzz, test/test_cuda.py::TestCudaMallocAsync::test_allocator_settings, test/test_cuda.py::TestCudaMallocAsync::test_cachingAllocator_raw_alloc, test/test_cuda.py::TestCudaMallocAsync::test_clock_speed, test/test_cuda.py::TestCudaMallocAsync::test_cpp_memory_snapshot_pickle, test/test_cuda.py::TestCudaMallocAsync::test_cycles, test/test_cuda.py::TestCudaMallocAsync::test_device_memory_used, test/test_cuda.py::TestCudaMallocAsync::test_direct_traceback, test/test_cuda.py::TestCudaMallocAsync::test_memory_compile_regions, test/test_cuda.py::TestCudaMallocAsync::test_memory_plots, test/test_cuda.py::TestCudaMallocAsync::test_memory_plots_free_segment_stack, test/test_cuda.py::TestCudaMallocAsync::test_memory_plots_free_stack, test/test_cuda.py::TestCudaMallocAsync::test_memory_plots_history_context, test/test_cuda.py::TestCudaMallocAsync::test_memory_profiler_viz, test/test_cuda.py::TestCudaMallocAsync::test_memory_snapshot, test/test_cuda.py::TestCudaMallocAsync::test_memory_snapshot_script, test/test_cuda.py::TestCudaMallocAsync::test_memory_snapshot_with_cpp, test/test_cuda.py::TestCudaMallocAsync::test_notifies_oom, test/test_cuda.py::TestCudaMallocAsync::test_nvml_get_handler, test/test_cuda.py::TestCudaMallocAsync::test_power_draw, test/test_cuda.py::TestCudaMallocAsync::test_raises_oom_max_split_size_mb_setting_False, test/test_cuda.py::TestCudaMallocAsync::test_raises_oom_max_split_size_mb_setting_True, test/test_cuda.py::TestCudaMallocAsync::test_raw_amdsmi_device_count, test/test_cuda.py::TestCudaMallocAsync::test_raw_amdsmi_device_uuids, test/test_cuda.py::TestCudaMallocAsync::test_temperature, test/test_cuda.py::TestCudaMallocAsync::test_uuid_visible_devices, test/test_cuda.py::TestBlockStateAbsorption::test_additional_free_following_checkpoint, test/test_cuda.py::TestBlockStateAbsorption::test_allocate_in_thread_to_pool, test/test_cuda.py::TestBlockStateAbsorption::test_allocated_in_middle_of_segment, test/test_cuda.py::TestBlockStateAbsorption::test_assigning_back_deleter_fns_to_tensor, test/test_cuda.py::TestBlockStateAbsorption::test_check_pool_live_allocations, test/test_cuda.py::TestBlockStateAbsorption::test_middle_allocations_contiguous, test/test_cuda.py::TestBlockStateAbsorption::test_multiple_middle_allocations, test/test_cuda.py::TestBlockStateAbsorption::test_no_triton_on_import, test/test_cuda.py::TestBlockStateAbsorption::test_resnet, test/test_cuda.py::TestBlockStateAbsorption::test_simple, test/test_cuda.py::TestBlockStateAbsorption::test_tensor_dies_after_checkpoint, test/test_cuda.py::TestMemPool::test_mempool_ctx_multithread, test/test_cuda.py::TestMemPool::test_mempool_empty_cache, test/test_cuda.py::TestMemPool::test_mempool_empty_cache_inactive, test/test_cuda.py::TestMemPool::test_mempool_emptycache_multithread, test/test_cuda.py::TestMemPool::test_mempool_expandable, test/test_cuda.py::TestMemPool::test_mempool_id, test/test_cuda.py::TestMemPool::test_mempool_multithread, test/test_cuda.py::TestMemPool::test_mempool_with_allocator, test/test_cuda.py::TestGDS::test_gds_read_write_tensors, test/test_cuda.py::TestCudaAutocast::test_autocast_banned, test/test_cuda.py::TestCudaAutocast::test_autocast_cache_leak, test/test_cuda.py::TestCudaAutocast::test_autocast_cat_jit, test/test_cuda.py::TestCudaAutocast::test_autocast_checkpointing, test/test_cuda.py::TestCudaAutocast::test_autocast_custom_cast_inputs, test/test_cuda.py::TestCudaAutocast::test_autocast_custom_deprecated_warning, test/test_cuda.py::TestCudaAutocast::test_autocast_custom_enabled, test/test_cuda.py::TestCudaAutocast::test_autocast_ignored_types, test/test_cuda.py::TestCudaAutocast::test_autocast_linalg_fp16, test/test_cuda.py::TestCudaAutocast::test_autocast_methods_expect_builtin_promote, test/test_cuda.py::TestCudaAutocast::test_autocast_methods_fp16, test/test_cuda.py::TestCudaAutocast::test_autocast_methods_fp32, test/test_cuda.py::TestCudaAutocast::test_autocast_nn_bf16, test/test_cuda.py::TestCudaAutocast::test_autocast_nn_fp16, test/test_cuda.py::TestCudaAutocast::test_autocast_nn_fp32, test/test_cuda.py::TestCudaAutocast::test_autocast_rnn, test/test_cuda.py::TestCudaAutocast::test_autocast_torch_bf16, test/test_cuda.py::TestCudaAutocast::test_autocast_torch_expect_builtin_promote, test/test_cuda.py::TestCudaAutocast::test_autocast_torch_fp16, test/test_cuda.py::TestCudaAutocast::test_autocast_torch_fp32, test/test_cuda.py::TestCudaAutocast::test_autocast_torch_need_autocast_promote, test/test_cuda.py::TestCudaAutocast::test_cuda_autocast_deprecated_warning, test/test_cuda.py::TestCompileKernel::test_compile_kernel, test/test_cuda.py::TestCompileKernel::test_compile_kernel_advanced, test/test_cuda.py::TestCompileKernel::test_compile_kernel_as_custom_op, test/test_cuda.py::TestCompileKernel::test_compile_kernel_custom_op_validation, test/test_cuda.py::TestCudaOptimsCPU::test_grad_scaler_with_preset_grad_scale_in_place_unscale_False_AdamW_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_grad_scaler_with_preset_grad_scale_in_place_unscale_False_Adam_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_grad_scaler_with_preset_grad_scale_in_place_unscale_False_SGD_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_grad_scaler_with_preset_grad_scale_in_place_unscale_True_AdamW_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_grad_scaler_with_preset_grad_scale_in_place_unscale_True_Adam_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_grad_scaler_with_preset_grad_scale_in_place_unscale_True_SGD_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_grad_scaling_autocast_fused_optimizers_Adagrad_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_grad_scaling_autocast_fused_optimizers_AdamW_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_grad_scaling_autocast_fused_optimizers_Adam_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_grad_scaling_autocast_fused_optimizers_SGD_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_grad_scaling_foreach_False_fused_False_AdamW_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_grad_scaling_foreach_False_fused_False_Adam_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_grad_scaling_foreach_False_fused_False_SGD_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_grad_scaling_foreach_False_fused_True_AdamW_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_grad_scaling_foreach_False_fused_True_Adam_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_grad_scaling_foreach_False_fused_True_SGD_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_grad_scaling_foreach_True_fused_False_AdamW_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_grad_scaling_foreach_True_fused_False_Adam_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_grad_scaling_foreach_True_fused_False_SGD_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_optims_ASGD_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_optims_Adadelta_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_optims_AdamW_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_optims_Adam_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_optims_Adamax_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_optims_NAdam_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_optims_RAdam_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_optims_RMSprop_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_optims_Rprop_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_scaling_fused_optimizers_AdamW_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_scaling_fused_optimizers_Adam_cpu_float32, test/test_cuda.py::TestCudaOptimsCPU::test_graph_scaling_fused_optimizers_SGD_cpu_float32, test/test_cuda.py::TestCudaDeviceParametrizedCPU::test_graph_external_wait_and_record_cpu 2025-07-24T05:06:54.1319010Z 2025-07-24T05:06:56.1712810Z Running test_sparse 1/1 ... [2025-07-24 05:06:56.171104] 2025-07-24T05:06:56.1713520Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:06:56.1715710Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_sparse.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:06:56.171384] 2025-07-24T05:07:35.9763340Z 2025-07-24T05:07:35.9763880Z test_unary_ufuncs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_unary_ufuncs_1.1_5c58dec9806b25cf_.log 2025-07-24T05:07:36.6815470Z Running 24601 items in this shard: test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_angle_complex_to_float_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_angle_complex_to_float_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_big_number_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_signed_zero_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_signed_zero_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_zero_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_abs_zero_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing__refs__conversions_bfloat16_cpu_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_deg2rad_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_digamma_cpu_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_isreal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_batch_vs_slicing_jiterator_unary_cpu_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_log_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_log_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_log_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_log_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_log_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_log_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_log_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_log_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_logical_not_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_logical_not_cpu_bool, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_elu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_elu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_elu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_hardtanh_cpu_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_mish_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_mish_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_mish_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_prelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_prelu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_prelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_prelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu6_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_relu_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_selu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_selu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_selu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_selu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softplus_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softplus_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softplus_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_softplus_cpu_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_tanhshrink_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other__refs_nn_functional_threshold_cpu_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_abs_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_abs_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_abs_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_abs_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_abs_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_abs_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_abs_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_abs_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acos_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_acosh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_angle_cpu_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_asinh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atan_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_atanh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bfloat16_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_bitwise_not_cpu_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_chalf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_char_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_conj_physical_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cos_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_cosh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_deg2rad_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_deg2rad_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_deg2rad_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_deg2rad_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_deg2rad_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_deg2rad_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_deg2rad_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_deg2rad_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_deg2rad_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_deg2rad_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_digamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_digamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_digamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_digamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_digamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_digamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_digamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_digamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_digamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_digamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_double_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfc_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfc_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfc_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfc_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfc_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfc_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfc_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfc_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfc_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfc_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfinv_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfinv_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfinv_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfinv_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfinv_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfinv_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfinv_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfinv_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfinv_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_erfinv_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_exp_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_expm1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_expm1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_expm1_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_expm1_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_expm1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_expm1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_expm1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_expm1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_expm1_cpu_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_fill_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_fill_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_fill_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_fill_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_fill_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_fill_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_float_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_floor_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_floor_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_floor_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_floor_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_floor_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_floor_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_floor_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_floor_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_floor_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_frac_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_frac_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_frac_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_frac_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_frexp_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_frexp_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_frexp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_frexp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_half_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_i0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_imag_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_imag_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_imag_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_int_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isfinite_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isinf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isnan_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isneginf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isposinf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_isreal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_jiterator_unary_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_lgamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log10_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log1p_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_log_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logical_not_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_logit_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_long_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_mvlgamma_mvlgamma_p_5_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nan_to_num_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_neg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_celu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_celu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_celu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_celu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_elu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_elu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_elu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_elu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_hardtanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_logsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_logsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_logsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_logsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_mish_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_mish_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_mish_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_mish_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_prelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_prelu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_prelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_prelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu6_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_relu_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_rrelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_rrelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_rrelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_selu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_selu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_selu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_selu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_complex_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_complex_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_silu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softplus_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softplus_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softplus_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softplus_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_softsign_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_tanhshrink_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_nn_functional_threshold_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_polygamma_polygamma_n_4_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_positive_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rad2deg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_real_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_reciprocal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_cpu_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_neg_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_neg_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_round_decimals_neg_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_every_other_rsqrt_cpu_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acos_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_acosh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_angle_cpu_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bfloat16_cpu_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_bool_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_byte_cpu_uint8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_ceil_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cfloat_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_chalf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_char_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_conj_physical_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cos_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_cosh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_deg2rad_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_digamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_double_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfc_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_erfinv_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_exp_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_expm1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_fill_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_float_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_floor_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frac_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frac_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frac_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frac_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frexp_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frexp_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frexp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_frexp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_half_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_i0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_imag_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_imag_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_imag_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_int_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isfinite_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isinf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isnan_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isneginf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isposinf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_isreal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_jiterator_unary_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_lgamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log10_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log1p_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_log_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logical_not_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_logit_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_long_cpu_complex64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_mvlgamma_mvlgamma_p_5_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nan_to_num_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_neg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_celu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_celu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_celu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_celu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_elu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_elu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_elu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_elu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_hardtanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_logsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_logsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_logsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_logsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_mish_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_mish_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_mish_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_mish_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_prelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_prelu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_prelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_prelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu6_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_relu_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_rrelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_rrelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_rrelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_selu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_selu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_selu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_selu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_complex_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_complex_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_silu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softplus_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softplus_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softplus_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softplus_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_softsign_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_tanhshrink_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_nn_functional_threshold_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_polygamma_polygamma_n_4_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_positive_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rad2deg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_real_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_reciprocal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_neg_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_neg_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_round_decimals_neg_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_rsqrt_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sgn_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_short_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sigmoid_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sign_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_signbit_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sin_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinc_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_sinh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_airy_ai_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_j1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_bessel_y1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_entr_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_special_erfcx_cpu_int16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tan_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tan_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_tanh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_trunc_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_trunc_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_trunc_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_trunc_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_trunc_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_trunc_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_trunc_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_trunc_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_contig_vs_transposed_trunc_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_digamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_digamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_digamma_special_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_digamma_special_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_exp_slow_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_acosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_asin_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_asin_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_asin_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_asin_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_atanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_atanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_atanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_atanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_erfinv_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_erfinv_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_erfinv_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_erfinv_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log10_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log10_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log10_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log10_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log1p_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log1p_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log1p_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log1p_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_log_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_rsqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_rsqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_rsqrt_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_rsqrt_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_logit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_logit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_logit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_logit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_multigammaln_mvlgamma_p_5_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_ndtri_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_special_ndtri_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_sqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_sqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_sqrt_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains__refs_sqrt_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_acosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_asin_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_asin_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_asin_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_asin_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_atanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_atanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_atanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_atanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_erfinv_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_erfinv_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_erfinv_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_erfinv_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log10_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log10_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log10_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log10_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log1p_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log1p_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log1p_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log1p_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log2_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_log_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_logit_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_logit_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_logit_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_logit_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_1_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_3_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_5_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_5_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_rsqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_rsqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_rsqrt_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_rsqrt_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_special_ndtri_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_special_ndtri_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_sqrt_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_sqrt_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_sqrt_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_float_domains_sqrt_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_frexp_assert_raises_cpu, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_frexp_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_frexp_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_frexp_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_edge_cases_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_edge_cases_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardshrink_edge_cases_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_backward_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_backward_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_backward_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardswish_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardswish_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_hardswish_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_range3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_special_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_special_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_i0_special_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_common_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_common_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_common_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_common_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_edge_cases_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_edge_cases_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_edge_cases_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_igamma_edge_cases_cpu_float64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_bool_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_byte_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cdouble_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_ceil_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cfloat_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_chalf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_char_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_conj_physical_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cos_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_cosh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_deg2rad_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_digamma_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_double_cpu_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erf_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_erfc_cpu_int8, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_isreal_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_jiterator_unary_cpu_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_mvlgamma_mvlgamma_p_5_cpu_float16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_complex32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_neg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_celu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_celu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_celu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_celu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_elu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_elu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_elu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_elu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_hardtanh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_logsigmoid_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_logsigmoid_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_logsigmoid_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_logsigmoid_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_mish_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_mish_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_mish_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_mish_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_prelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_prelu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_prelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_prelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu6_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_relu_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_rrelu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_rrelu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_rrelu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_selu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_selu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_selu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_selu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_complex_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_complex_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_silu_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softplus_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softplus_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softplus_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softplus_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_softsign_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_tanhshrink_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_nn_functional_threshold_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_0_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_1_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_2_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_3_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_polygamma_polygamma_n_4_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_positive_cpu_complex128, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_rad2deg_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_real_cpu_bfloat16, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_real_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_complex128, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_complex64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_reciprocal_cpu_int32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_round_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_round_decimals_0_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_round_decimals_0_cpu_float16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_round_decimals_0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_round_decimals_0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_round_decimals_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_round_decimals_3_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_round_decimals_3_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_round_decimals_neg_3_cpu_bfloat16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_round_decimals_neg_3_cpu_float32, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_sinh_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_sinh_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_sinh_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_sinh_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_sinh_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_sinh_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_sinh_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_int64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_airy_ai_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_bool, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_float32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_float64, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_int16, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_int32, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_non_contig_expand_special_bessel_j0_cpu_int64, 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test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_threshold_cpu_int8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_threshold_cpu_uint8, test/test_unary_ufuncs.py::TestUnaryUfuncsCPU::test_unary_out_op_mem_overlap_cpu_float64 2025-07-24T05:07:37.3697580Z 2025-07-24T05:07:38.1414900Z Running torch_np/numpy_tests/lib/test_function_base 1/1 ... [2025-07-24 05:07:38.141333] 2025-07-24T05:07:38.1415280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:07:38.1417500Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_function_base.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:07:38.141627] 2025-07-24T05:07:41.7325070Z 2025-07-24T05:07:41.7325710Z torch_np/numpy_tests/lib/test_function_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_function_base_1.1_10fd428a342697be_.log 2025-07-24T05:07:41.7466190Z Running 505 items in this shard: test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestRot90::test_rotation_axes, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis1, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_3d_swap_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_4d, test/torch_np/numpy_tests/lib/test_function_base.py::TestFlip::test_axes, 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test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype6_expected_dtype6_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype7_expected_dtype7_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_B_expected_dtype0_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_b_expected_dtype1_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_h_expected_dtype2_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_i_expected_dtype3_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_averaged_inverted_cdf_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_closest_observation_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_hazen_expected_27_5, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_interpolated_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_inverted_cdf_expected_20, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_linear_expected_29, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_median_unbiased_expected_27, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_normal_unbiased_expected_27_125, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_interpolation_input_dtype_l_expected_dtype4_method_weibull_expected_26, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_linear_nan_1D_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_lower_higher_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_midpoint_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nan_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_d, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_e, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_f, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_nearest_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_empty_dim, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_list, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_no_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_percentile_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_scalar_q_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestPercentile::test_sequence, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_correct_quantile_value, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_fraction, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_max_ulp, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_no_p_overwrite, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_hypo, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_averaged_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_closest_observation, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_hazen, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_higher, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_interpolated_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_inverted_cdf, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_linear, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_lower, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_median_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_midpoint, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_nearest, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_normal_unbiased, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_monotonic_method_weibull, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_B, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_b, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_h, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_i, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_preserve_int_type_dtype_l, test/torch_np/numpy_tests/lib/test_function_base.py::TestQuantile::test_quantile_scalar_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_array_like, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_axis_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_basic_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_empty, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_extended_axis_invalid, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis0, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis4, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_keepdims_out_axis_1, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_2, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_nan_behavior_3, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_out_nan, test/torch_np/numpy_tests/lib/test_function_base.py::TestMedian::test_overwrite_keyword, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_complex, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_B_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_H_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_b_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_g_type_out_G, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_h_type_out_F, test/torch_np/numpy_tests/lib/test_function_base.py::TestSortComplex::test_sort_real_type_in_l_type_out_D 2025-07-24T05:07:41.7600610Z 2025-07-24T05:07:43.7732820Z Running torch_np/test_indexing 1/1 ... [2025-07-24 05:07:43.773129] 2025-07-24T05:07:43.7733160Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:07:43.7737160Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:07:43.773436] 2025-07-24T05:07:47.2523430Z 2025-07-24T05:07:47.2524070Z torch_np/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_indexing_1.1_d31d263cb790e98b_.log 2025-07-24T05:07:47.2526350Z Running 5 items in this shard: test/torch_np/test_indexing.py::TestAdvancedIndexing::test_advanced_separation_patterns, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_broadcast_and_numpy_compatibility, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_comprehensive_indexing, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_ellipsis, test/torch_np/test_indexing.py::TestAdvancedIndexing::test_special_index_types 2025-07-24T05:07:47.2527770Z 2025-07-24T05:07:49.2257040Z Running optim/test_lrscheduler 1/1 ... [2025-07-24 05:07:49.225492] 2025-07-24T05:07:49.2258510Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:07:49.2260520Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'optim/test_lrscheduler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:07:49.225791] 2025-07-24T05:07:51.1018320Z 2025-07-24T05:07:51.1018990Z optim/test_lrscheduler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_lrscheduler_1.1_cbf2d1b8054388af_.log 2025-07-24T05:07:51.1019680Z 2025-07-24T05:07:53.1463750Z Running test_jit 1/1 ... [2025-07-24 05:07:53.146217] 2025-07-24T05:07:53.1464540Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:07:53.1466640Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_jit.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:07:53.146504] 2025-07-24T05:08:36.5692300Z 2025-07-24T05:08:36.5693290Z test_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_1.1_d89b787a93113dcc_.log 2025-07-24T05:08:36.6105760Z Running 2458 items in this shard: test/test_jit.py::TestTracer::test_call_traced_fn_from_traced_module, test/test_jit.py::TestTracer::test_call_traced_module_from_traced_module, test/test_jit.py::TestTracer::test_canonicalize_tensor_iterator, test/test_jit.py::TestTracer::test_constant, test/test_jit.py::TestTracer::test_conv, test/test_jit.py::TestTracer::test_export_no_reorder, test/test_jit.py::TestTracer::test_force_outplace_check_fill, test/test_jit.py::TestTracer::test_force_outplace_check_zero, test/test_jit.py::TestTracer::test_ge, test/test_jit.py::TestTracer::test_ge_cuda, test/test_jit.py::TestTracer::test_ge_optimized, test/test_jit.py::TestTracer::test_ge_unoptimized, test/test_jit.py::TestTracer::test_index_put, test/test_jit.py::TestTracer::test_index_put_trace_with_view, test/test_jit.py::TestTracer::test_index_put_trace_without_view, test/test_jit.py::TestTracer::test_inplace_check, test/test_jit.py::TestTracer::test_inplace_copy, test/test_jit.py::TestTracer::test_inplace_copy_force_outplace, test/test_jit.py::TestTracer::test_inplace_flags, test/test_jit.py::TestTracer::test_inplace_transplant, test/test_jit.py::TestTracer::test_inplace_warn, test/test_jit.py::TestTracer::test_input_dict_checkTrace_mut, test/test_jit.py::TestTracer::test_input_dict_empty, test/test_jit.py::TestTracer::test_input_dict_empty_list, test/test_jit.py::TestTracer::test_input_dict_insertion_order, test/test_jit.py::TestTracer::test_input_dict_of_dicts, test/test_jit.py::TestTracer::test_input_dict_of_lists, test/test_jit.py::TestTracer::test_input_dict_recursive, test/test_jit.py::TestTracer::test_input_dict_remembers_keys, test/test_jit.py::TestTracer::test_input_dict_unify, 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test/test_jit.py::TestTracer::test_trace_checking_with_global_name, test/test_jit.py::TestTracer::test_trace_contiguous, test/test_jit.py::TestTracer::test_trace_contiguous_short_circuit, test/test_jit.py::TestTracer::test_trace_detach, test/test_jit.py::TestTracer::test_trace_detach_inplace, test/test_jit.py::TestTracer::test_trace_detach_inplace_redispatch, test/test_jit.py::TestTracer::test_trace_detach_redispatch, test/test_jit.py::TestTracer::test_trace_dict_input, test/test_jit.py::TestTracer::test_trace_dict_output, test/test_jit.py::TestTracer::test_trace_export_fns, test/test_jit.py::TestTracer::test_trace_export_fns_recursive, test/test_jit.py::TestTracer::test_trace_fork_join_and_module, test/test_jit.py::TestTracer::test_trace_full_dynamic_shape, test/test_jit.py::TestTracer::test_trace_func_argument_names_captured, test/test_jit.py::TestTracer::test_trace_index, test/test_jit.py::TestTracer::test_trace_index_constant, test/test_jit.py::TestTracer::test_trace_indexed_assignment, test/test_jit.py::TestTracer::test_trace_inline_shape, test/test_jit.py::TestTracer::test_trace_inverse, test/test_jit.py::TestTracer::test_trace_invert_module_hierarchy, test/test_jit.py::TestTracer::test_trace_legacy_ctor, test/test_jit.py::TestTracer::test_trace_module_argument_names_captured, test/test_jit.py::TestTracer::test_trace_modulelist, test/test_jit.py::TestTracer::test_trace_multi_output_function, test/test_jit.py::TestTracer::test_trace_namedtuple, test/test_jit.py::TestTracer::test_trace_nested_datatypes, test/test_jit.py::TestTracer::test_trace_nested_fn, test/test_jit.py::TestTracer::test_trace_no_duplicated_lifted_input_output, test/test_jit.py::TestTracer::test_trace_numel, test/test_jit.py::TestTracer::test_trace_optioanl_dtype, test/test_jit.py::TestTracer::test_trace_optional, test/test_jit.py::TestTracer::test_trace_out_operator_with_two_output, test/test_jit.py::TestTracer::test_trace_partial_func_argument_names_captured, test/test_jit.py::TestTracer::test_trace_random, test/test_jit.py::TestTracer::test_trace_records_names, test/test_jit.py::TestTracer::test_trace_save, test/test_jit.py::TestTracer::test_trace_save_load_copy, test/test_jit.py::TestTracer::test_trace_single_tuple, test/test_jit.py::TestTracer::test_trace_size, test/test_jit.py::TestTracer::test_trace_size_with_grad, test/test_jit.py::TestTracer::test_trace_skip_none_submodule, test/test_jit.py::TestTracer::test_trace_slice, test/test_jit.py::TestTracer::test_trace_slice_expr_complete_type, test/test_jit.py::TestTracer::test_trace_slice_full_dim, test/test_jit.py::TestTracer::test_trace_slice_setitem_dynamic_shape, test/test_jit.py::TestTracer::test_trace_slice_with_grad, test/test_jit.py::TestTracer::test_trace_tensor_factory, test/test_jit.py::TestTracer::test_trace_topk, test/test_jit.py::TestTracer::test_trace_tuple, test/test_jit.py::TestTracer::test_trace_variable_instantiation, test/test_jit.py::TestTracer::test_trace_warn, test/test_jit.py::TestTracer::test_trace_with_conditional_property, test/test_jit.py::TestTracer::test_trace_with_nested_strided_tensor_output, test/test_jit.py::TestTracer::test_trace_with_nested_tensor_list_output, test/test_jit.py::TestTracer::test_trace_with_number_list_output, test/test_jit.py::TestTracer::test_trace_with_tensor_list_output, test/test_jit.py::TestTracer::test_trace_with_tuple_tensor, test/test_jit.py::TestTracer::test_traced_module_cuda, test/test_jit.py::TestTracer::test_tracing_backward_hook_error, test/test_jit.py::TestTracer::test_tracing_hooks, test/test_jit.py::TestTracer::test_tracing_multiple_methods, test/test_jit.py::TestTracer::test_type_same_device, test/test_jit.py::TestTracer::test_typeas_trace_check, test/test_jit.py::TestTracer::test_wrapped_number, test/test_jit.py::TestMixTracingScripting::test_call_script_fn_from_traced_module, test/test_jit.py::TestMixTracingScripting::test_call_script_module_from_traced_module, test/test_jit.py::TestMixTracingScripting::test_call_traced_fn_from_script_fn, test/test_jit.py::TestMixTracingScripting::test_call_traced_mod_from_script_fn, test/test_jit.py::TestMixTracingScripting::test_call_tracing_fn_from_script_module, test/test_jit.py::TestMixTracingScripting::test_call_tracing_mod_from_script_module, test/test_jit.py::TestMixTracingScripting::test_jit_trace_callfunction_return_shapes, test/test_jit.py::TestMixTracingScripting::test_script_inline_trace_multiple_args, test/test_jit.py::TestMixTracingScripting::test_trace_dict_mix_script, test/test_jit.py::TestMixTracingScripting::test_trace_hierarchy, test/test_jit.py::TestMixTracingScripting::test_trace_linear, test/test_jit.py::TestMixTracingScripting::test_trace_mixed_by_script_with_dict_output, test/test_jit.py::TestMixTracingScripting::test_trace_of_script, test/test_jit.py::TestMixTracingScripting::test_trace_parameter, test/test_jit.py::TestMixTracingScripting::test_trace_returning_dict_with_tensor_tuples, test/test_jit.py::TestMixTracingScripting::test_trace_script, test/test_jit.py::TestMixTracingScripting::test_trace_script_returning_complex_dict, test/test_jit.py::TestMixTracingScripting::test_trace_with_size, test/test_jit.py::TestMixTracingScripting::test_traced_module_contains_scripted_interface_types, test/test_jit.py::TestMixTracingScripting::test_traced_module_implements_interface, test/test_jit.py::TestMixTracingScripting::test_tracing_indexing, test/test_jit.py::TestMixTracingScripting::test_tracing_slicing, test/test_jit.py::TestRecursiveScript::test_attributes, test/test_jit.py::TestRecursiveScript::test_class_compile, test/test_jit.py::TestRecursiveScript::test_constants_with_final, test/test_jit.py::TestRecursiveScript::test_dir, test/test_jit.py::TestRecursiveScript::test_error_stack, test/test_jit.py::TestRecursiveScript::test_error_stack_annotation, test/test_jit.py::TestRecursiveScript::test_error_stack_class, test/test_jit.py::TestRecursiveScript::test_error_stack_module, test/test_jit.py::TestRecursiveScript::test_failed_function_compilation, test/test_jit.py::TestRecursiveScript::test_function_attribute_in_submodule, test/test_jit.py::TestRecursiveScript::test_ignore_class, test/test_jit.py::TestRecursiveScript::test_inferred_nonetype, test/test_jit.py::TestRecursiveScript::test_init_error, test/test_jit.py::TestRecursiveScript::test_inner_traced_module, test/test_jit.py::TestRecursiveScript::test_iterable_modules, test/test_jit.py::TestRecursiveScript::test_method_call, test/test_jit.py::TestRecursiveScript::test_module_basic, test/test_jit.py::TestRecursiveScript::test_module_function_export, test/test_jit.py::TestRecursiveScript::test_module_name, test/test_jit.py::TestRecursiveScript::test_module_repr, test/test_jit.py::TestRecursiveScript::test_optional_module, test/test_jit.py::TestRecursiveScript::test_override_instance_method_ignore, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_basic, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_cycle, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_escape_hatch, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_iterable_modules, test/test_jit.py::TestRecursiveScript::test_python_function_attribute, test/test_jit.py::TestRecursiveScript::test_repeated_error_stack, test/test_jit.py::TestRecursiveScript::test_script_after_eval, test/test_jit.py::TestRecursiveScript::test_script_basic, test/test_jit.py::TestRecursiveScript::test_script_function_attribute, test/test_jit.py::TestRecursiveScript::test_script_loaded_module, test/test_jit.py::TestTypeSharing::test_assign_python_attr, test/test_jit.py::TestTypeSharing::test_basic, test/test_jit.py::TestTypeSharing::test_builtin_function_different, test/test_jit.py::TestTypeSharing::test_builtin_function_same, test/test_jit.py::TestTypeSharing::test_constants, test/test_jit.py::TestTypeSharing::test_diff_attr_values, test/test_jit.py::TestTypeSharing::test_failed_attribute_compilation, test/test_jit.py::TestTypeSharing::test_ignored_fns, test/test_jit.py::TestTypeSharing::test_linear, test/test_jit.py::TestTypeSharing::test_loaded_modules_work, test/test_jit.py::TestTypeSharing::test_module_dict_same_type_different_name, test/test_jit.py::TestTypeSharing::test_mutate_attr_value, test/test_jit.py::TestTypeSharing::test_param_vs_attribute, test/test_jit.py::TestTypeSharing::test_python_function_attribute_different, test/test_jit.py::TestTypeSharing::test_python_function_attribute_same, test/test_jit.py::TestTypeSharing::test_same_but_different_classes, test/test_jit.py::TestTypeSharing::test_script_function_attribute_different, test/test_jit.py::TestTypeSharing::test_script_function_attribute_same, test/test_jit.py::TestTypeSharing::test_script_module_containing_traced_module, test/test_jit.py::TestTypeSharing::test_submodules, test/test_jit.py::TestTypeSharing::test_tracing_gives_different_types, test/test_jit.py::TestTypeSharing::test_type_not_shared_ignored_attributes, test/test_jit.py::TestTypeSharing::test_type_shared_ignored_attributes, test/test_jit.py::TestTypeSharing::test_type_sharing_define_in_init, test/test_jit.py::TestTypeSharing::test_type_sharing_disabled, test/test_jit.py::TestLogging::test_bump_numeric_counter, test/test_jit.py::TestLogging::test_counter_aggregation, test/test_jit.py::TestLogging::test_logging_levels_set, test/test_jit.py::TestLogging::test_time_measurement_counter, test/test_jit.py::TestLogging::test_time_measurement_counter_script, test/test_jit.py::TestLogging::test_trace_numeric_counter, test/test_jit.py::TestBackends::test_errors, test/test_jit.py::TestBackends::test_execution, test/test_jit.py::TestBackends::test_save_load, test/test_jit.py::TestBackendsWithCompiler::test_errors, test/test_jit.py::TestBackendsWithCompiler::test_execution, test/test_jit.py::TestNnapiBackend::test_adaptive_avg_pool2d, test/test_jit.py::TestNnapiBackend::test_avg_pool2d, test/test_jit.py::TestNnapiBackend::test_cat, test/test_jit.py::TestNnapiBackend::test_compile_spec_santiy, test/test_jit.py::TestNnapiBackend::test_conv2d, test/test_jit.py::TestNnapiBackend::test_conv2d_transpose, test/test_jit.py::TestNnapiBackend::test_dequantize, test/test_jit.py::TestNnapiBackend::test_detach, test/test_jit.py::TestNnapiBackend::test_flatten, test/test_jit.py::TestNnapiBackend::test_hardtanh, test/test_jit.py::TestNnapiBackend::test_linear, test/test_jit.py::TestNnapiBackend::test_log_softmax, test/test_jit.py::TestNnapiBackend::test_max_pool2d, test/test_jit.py::TestNnapiBackend::test_mean, test/test_jit.py::TestNnapiBackend::test_multi_output, test/test_jit.py::TestNnapiBackend::test_pointwise_binary, test/test_jit.py::TestNnapiBackend::test_pointwise_binary_const, test/test_jit.py::TestNnapiBackend::test_pointwise_unary, test/test_jit.py::TestNnapiBackend::test_prelu, test/test_jit.py::TestNnapiBackend::test_qadd, test/test_jit.py::TestNnapiBackend::test_qlinear, test/test_jit.py::TestNnapiBackend::test_quantize, test/test_jit.py::TestNnapiBackend::test_reshape, test/test_jit.py::TestNnapiBackend::test_seblock_mul, test/test_jit.py::TestNnapiBackend::test_slice, test/test_jit.py::TestNnapiBackend::test_softmax, test/test_jit.py::TestNnapiBackend::test_tensor_input, test/test_jit.py::TestNnapiBackend::test_to, test/test_jit.py::TestNnapiBackend::test_unsqueeze, test/test_jit.py::TestNnapiBackend::test_upsample_nearest2d, test/test_jit.py::TestList::test_comprehension_iterable, test/test_jit.py::TestList::test_comprehension_out_type_not_in_type, test/test_jit.py::TestList::test_comprehensions_basic, test/test_jit.py::TestList::test_comprehensions_basic_float, test/test_jit.py::TestList::test_comprehensions_two_comps, test/test_jit.py::TestList::test_copy_list_immutable, test/test_jit.py::TestList::test_copy_list_mutable, test/test_jit.py::TestList::test_del, test/test_jit.py::TestList::test_dict_keyword_is_correctly_typed, test/test_jit.py::TestList::test_dict_keyword_with_dict_comprehension, test/test_jit.py::TestList::test_dict_keyword_with_dict_comprehension_and_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_empty_dict_comprehension, test/test_jit.py::TestList::test_dict_keyword_with_empty_iterable, test/test_jit.py::TestList::test_dict_keyword_with_internal_aggregate_function, test/test_jit.py::TestList::test_dict_keyword_with_iterable, test/test_jit.py::TestList::test_dict_keyword_with_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_kwargs_using_container_values, test/test_jit.py::TestList::test_dict_keyword_with_mapping, test/test_jit.py::TestList::test_dict_keyword_with_mapping_and_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_mismatched_annotations, test/test_jit.py::TestList::test_dict_keyword_with_nested_call, test/test_jit.py::TestList::test_dict_keyword_with_previously_declared_variable, test/test_jit.py::TestList::test_dict_keyword_with_previously_declared_variable_and_kwargs, test/test_jit.py::TestList::test_extend_list_immutable, test/test_jit.py::TestList::test_extend_list_mutable, test/test_jit.py::TestList::test_in_check, test/test_jit.py::TestList::test_list_bool_conversion, test/test_jit.py::TestList::test_list_count, test/test_jit.py::TestList::test_list_count_not_existing, test/test_jit.py::TestList::test_list_gather, test/test_jit.py::TestList::test_list_index, test/test_jit.py::TestList::test_list_index_not_existing, test/test_jit.py::TestList::test_list_keyword, test/test_jit.py::TestList::test_list_len, test/test_jit.py::TestList::test_list_literal, test/test_jit.py::TestList::test_list_none, test/test_jit.py::TestList::test_list_ops, test/test_jit.py::TestList::test_list_slice, test/test_jit.py::TestList::test_list_sort, test/test_jit.py::TestList::test_list_unification_hint, test/test_jit.py::TestList::test_list_variance, test/test_jit.py::TestList::test_min_bool_list, test/test_jit.py::TestList::test_min_max_list, test/test_jit.py::TestList::test_min_max_single_list, test/test_jit.py::TestList::test_mutable_list_append, test/test_jit.py::TestList::test_mutable_list_append_2, test/test_jit.py::TestList::test_mutable_list_append_if, test/test_jit.py::TestList::test_mutable_list_append_if_else, test/test_jit.py::TestList::test_mutable_list_append_loop, test/test_jit.py::TestList::test_mutable_list_append_loop_if, test/test_jit.py::TestList::test_mutable_list_clear, test/test_jit.py::TestList::test_mutable_list_clear_empty, test/test_jit.py::TestList::test_mutable_list_function_inline, test/test_jit.py::TestList::test_mutable_list_insert, test/test_jit.py::TestList::test_mutable_list_insert_neg_out_of_bounds, test/test_jit.py::TestList::test_mutable_list_insert_negative, test/test_jit.py::TestList::test_mutable_list_insert_out_of_bounds, test/test_jit.py::TestList::test_mutable_list_nested_loop, test/test_jit.py::TestList::test_mutable_list_pop, test/test_jit.py::TestList::test_mutable_list_pop2, test/test_jit.py::TestList::test_mutable_list_pop_at, test/test_jit.py::TestList::test_mutable_list_pop_at2, test/test_jit.py::TestList::test_mutable_list_pop_at_negative, test/test_jit.py::TestList::test_mutable_list_pop_at_negative2, test/test_jit.py::TestList::test_mutable_list_pop_empty, test/test_jit.py::TestList::test_mutable_list_pop_slice, test/test_jit.py::TestList::test_mutable_list_remove, test/test_jit.py::TestList::test_mutable_list_remove2, test/test_jit.py::TestList::test_mutable_list_remove_not_existing, test/test_jit.py::TestList::test_mutable_list_remove_tensor, test/test_jit.py::TestList::test_mutable_list_reverse, test/test_jit.py::TestList::test_mutable_list_reverse_empty, test/test_jit.py::TestList::test_mutable_tensor_list_reverse, test/test_jit.py::TestList::test_no_element_type_annotation, test/test_jit.py::TestList::test_slice_index, test/test_jit.py::TestList::test_tensor_list_count, test/test_jit.py::TestList::test_tensor_list_count_not_existing, test/test_jit.py::TestList::test_tensor_list_index, test/test_jit.py::TestList::test_tensor_list_index_not_existing, test/test_jit.py::TestList::test_to_list, test/test_jit.py::TestList::test_to_list_gpu, test/test_jit.py::TestDict::test_aug_assign, test/test_jit.py::TestDict::test_basic, test/test_jit.py::TestDict::test_clear, test/test_jit.py::TestDict::test_copy, test/test_jit.py::TestDict::test_del, test/test_jit.py::TestDict::test_dict_bool_conversion, test/test_jit.py::TestDict::test_dict_preserves_order, test/test_jit.py::TestDict::test_dict_to_python, test/test_jit.py::TestDict::test_dict_variance, test/test_jit.py::TestDict::test_get, test/test_jit.py::TestDict::test_get_boolkey, test/test_jit.py::TestDict::test_items, test/test_jit.py::TestDict::test_key_type, test/test_jit.py::TestDict::test_keys, test/test_jit.py::TestDict::test_len, test/test_jit.py::TestDict::test_loop, test/test_jit.py::TestDict::test_membership, test/test_jit.py::TestDict::test_mutability, test/test_jit.py::TestDict::test_optional_dict_construct, test/test_jit.py::TestDict::test_ordered_dict, test/test_jit.py::TestDict::test_pop, test/test_jit.py::TestDict::test_popitem, test/test_jit.py::TestDict::test_setdefault, test/test_jit.py::TestDict::test_type_annotation_missing_contained_type, test/test_jit.py::TestDict::test_update, test/test_jit.py::TestDict::test_update_existing_key, test/test_jit.py::TestDict::test_values, test/test_jit.py::TestDict::test_view, test/test_jit.py::TestNamedTuple::test_namedtuple, test/test_jit.py::TestNamedTuple::test_namedtuple_as_attr, test/test_jit.py::TestNamedTuple::test_namedtuple_constant, test/test_jit.py::TestNamedTuple::test_namedtuple_input_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_inside_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_kwarg_construct, test/test_jit.py::TestNamedTuple::test_namedtuple_lower, test/test_jit.py::TestNamedTuple::test_namedtuple_resolution, test/test_jit.py::TestNamedTuple::test_namedtuple_resolution_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_serialization, test/test_jit.py::TestNamedTuple::test_namedtuple_slice_unpack, test/test_jit.py::TestNamedTuple::test_namedtuple_type_annotation, test/test_jit.py::TestNamedTuple::test_namedtuple_wrong_types, test/test_jit.py::TestNamedTuple::test_return_named_tuple, test/test_jit.py::TestScriptDict::test_bool, test/test_jit.py::TestScriptDict::test_contains, test/test_jit.py::TestScriptDict::test_delitem, test/test_jit.py::TestScriptDict::test_getitem, test/test_jit.py::TestScriptDict::test_items, test/test_jit.py::TestScriptDict::test_iter, test/test_jit.py::TestScriptDict::test_len, test/test_jit.py::TestScriptDict::test_nested, test/test_jit.py::TestScriptDict::test_reference_semantics, test/test_jit.py::TestScriptDict::test_repr, test/test_jit.py::TestScriptDict::test_setitem, test/test_jit.py::TestScriptList::test_append, test/test_jit.py::TestScriptList::test_bool, test/test_jit.py::TestScriptList::test_clear, test/test_jit.py::TestScriptList::test_contains, test/test_jit.py::TestScriptList::test_count, test/test_jit.py::TestScriptList::test_defaultdict, test/test_jit.py::TestScriptList::test_delitem, test/test_jit.py::TestScriptList::test_extend, test/test_jit.py::TestScriptList::test_getitem, test/test_jit.py::TestScriptList::test_insert, test/test_jit.py::TestScriptList::test_iter, test/test_jit.py::TestScriptList::test_len, test/test_jit.py::TestScriptList::test_nested, test/test_jit.py::TestScriptList::test_pop, test/test_jit.py::TestScriptList::test_reference_semantics, test/test_jit.py::TestScriptList::test_remove, test/test_jit.py::TestScriptList::test_repr, test/test_jit.py::TestScriptList::test_setitem, test/test_jit.py::TestAsync::test_async_future_type_python, test/test_jit.py::TestAsync::test_async_grad_guard_no_grad, test/test_jit.py::TestAsync::test_async_grad_guard_with_grad, test/test_jit.py::TestAsync::test_async_kwargs, test/test_jit.py::TestAsync::test_async_parsing, test/test_jit.py::TestAsync::test_async_python, test/test_jit.py::TestAsync::test_async_script, test/test_jit.py::TestAsync::test_async_script_capture, test/test_jit.py::TestAsync::test_async_script_error, test/test_jit.py::TestAsync::test_async_script_multi_forks, test/test_jit.py::TestAsync::test_async_script_multi_waits, test/test_jit.py::TestAsync::test_async_script_nested, test/test_jit.py::TestAsync::test_async_script_no_script_mod, test/test_jit.py::TestAsync::test_async_script_trace, test/test_jit.py::TestAsync::test_future_subtyping, test/test_jit.py::TestAsync::test_no_future_subtype_message, test/test_jit.py::TestAsync::test_trace_fork_wait, test/test_jit.py::TestAsync::test_trace_fork_wait_inline, test/test_jit.py::TestAsync::test_trace_fork_wait_leaking, test/test_jit.py::TestAsync::test_trace_fork_wait_list_modulecalls, test/test_jit.py::TestAsync::test_trace_modulecalls_with_different_output_types, test/test_jit.py::TestAwait::test_await_class_arg, test/test_jit.py::TestAwait::test_await_class_return, test/test_jit.py::TestAwait::test_await_eager_lazy, test/test_jit.py::TestAwait::test_await_func_arg, test/test_jit.py::TestAwait::test_await_getattr_implicit_convertion, test/test_jit.py::TestAwait::test_await_isinstance, test/test_jit.py::TestAwait::test_await_multiout_save, test/test_jit.py::TestAwait::test_await_nested, test/test_jit.py::TestAwait::test_await_out_of_interpreter, test/test_jit.py::TestAwait::test_await_python, test/test_jit.py::TestAwait::test_await_type_python, test/test_jit.py::TestAwait::test_awaitable_to_await, test/test_jit.py::TestAwait::test_eager_await_non_scriptable, test/test_jit.py::TestAwait::test_jit_trace, test/test_jit.py::TestAwait::test_nowait, test/test_jit.py::TestAwait::test_nowait_class, test/test_jit.py::TestAwait::test_script, test/test_jit.py::TestDataParallel::test_python_submodule_script, test/test_jit.py::TestDataParallel::test_shared_module, test/test_jit.py::TestDataParallel::test_tensor_sharing, test/test_jit.py::TestDataParallel::test_tensor_sharing_with_forward, test/test_jit.py::TestDataParallel::test_traced_module, test/test_jit.py::TestModels::test_alexnet, test/test_jit.py::TestModels::test_dcgan_models, test/test_jit.py::TestModels::test_dcgan_models_cuda, test/test_jit.py::TestModels::test_mnist, test/test_jit.py::TestModels::test_mnist_cuda, test/test_jit.py::TestModels::test_mnist_training_leaks_no_memory_cuda, test/test_jit.py::TestModels::test_neural_style, test/test_jit.py::TestModels::test_neural_style_cuda, test/test_jit.py::TestModels::test_reinforcement_learning, test/test_jit.py::TestModels::test_reinforcement_learning_cuda, test/test_jit.py::TestModels::test_script_module_script_resnet, test/test_jit.py::TestModels::test_script_module_trace_resnet18, test/test_jit.py::TestModels::test_snli, test/test_jit.py::TestModels::test_snli_cuda, test/test_jit.py::TestModels::test_super_resolution, test/test_jit.py::TestModels::test_super_resolution_cuda, test/test_jit.py::TestModels::test_time_sequence_prediction, test/test_jit.py::TestModels::test_vae, test/test_jit.py::TestModels::test_vae_cuda, test/test_jit.py::TestModules::test_script_module_with_constants_list, test/test_jit.py::TestAutodiffJit::test_autodiff_requires_grad_nograd, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs_profiled_twice, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs_side_effects, test/test_jit.py::TestAutodiffJit::test_undefined_tensor_lists, test/test_jit.py::TestAutodiffSubgraphSlicing::test_aliased_outputs, test/test_jit.py::TestAutodiffSubgraphSlicing::test_bias_as_arg, test/test_jit.py::TestAutodiffSubgraphSlicing::test_bias_as_module_attr, test/test_jit.py::TestAutodiffSubgraphSlicing::test_chunk_constant_script_ad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_constructed_bias, test/test_jit.py::TestAutodiffSubgraphSlicing::test_diff_graph_inline_threshold, test/test_jit.py::TestAutodiffSubgraphSlicing::test_differentiable_graph_ops_requires_grad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_does_not_create_cycles, test/test_jit.py::TestAutodiffSubgraphSlicing::test_does_not_merge_unrelated, test/test_jit.py::TestAutodiffSubgraphSlicing::test_has_profiled_info_aliasing_outputs, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merge_respects_aliasing, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_dense, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_down, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_up, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_without_cycles, test/test_jit.py::TestAutodiffSubgraphSlicing::test_prune_grad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_requires_grad_for_tensor_list, test/test_jit.py::TestAutodiffSubgraphSlicing::test_respects_lexical_scoping, test/test_jit.py::TestAutodiffSubgraphSlicing::test_simple_merge, test/test_jit.py::TestAutodiffSubgraphSlicing::test_simple_no_merge, test/test_jit.py::TestCustomOperators::test_calling_scripted_custom_op, test/test_jit.py::TestCustomOperators::test_calling_traced_custom_op, test/test_jit.py::TestCustomOperators::test_default_arguments_are_used, test/test_jit.py::TestCustomOperators::test_dynamic_op_registry, test/test_jit.py::TestCustomOperators::test_generic_list, test/test_jit.py::TestCustomOperators::test_getting_invalid_attr, test/test_jit.py::TestCustomOperators::test_passing_and_returning_lists, test/test_jit.py::TestCustomOperators::test_passing_one_positional_but_not_the_second, test/test_jit.py::TestCustomOperators::test_passing_too_few_args, test/test_jit.py::TestCustomOperators::test_passing_too_many_args, test/test_jit.py::TestCustomOperators::test_passing_unknown_kwargs, test/test_jit.py::TestCustomOperators::test_script_graph_contains_custom_op, test/test_jit.py::TestCustomOperators::test_script_graph_for_custom_ops_matches_traced_graph, test/test_jit.py::TestCustomOperators::test_simply_calling_an_operator, test/test_jit.py::TestCustomOperators::test_where_no_scalar, test/test_jit.py::TestGraphRewritePasses::test_fuse_linear, test/test_jit.py::TestClassType::test_cast_overloads, test/test_jit.py::TestClassType::test_class_attribute_wrong_type, test/test_jit.py::TestClassType::test_class_constant, test/test_jit.py::TestClassType::test_class_constructs_itself, test/test_jit.py::TestClassType::test_class_inheritance, test/test_jit.py::TestClassType::test_class_inheritance_implicit, test/test_jit.py::TestClassType::test_class_sorting, test/test_jit.py::TestClassType::test_class_specialization, test/test_jit.py::TestClassType::test_class_type_as_param, test/test_jit.py::TestClassType::test_classmethod, test/test_jit.py::TestClassType::test_conditional_set_attr, test/test_jit.py::TestClassType::test_custom_delete, test/test_jit.py::TestClassType::test_default_args, test/test_jit.py::TestClassType::test_get_attr, test/test_jit.py::TestClassType::test_get_attr_not_initialized, test/test_jit.py::TestClassType::test_get_with_method, test/test_jit.py::TestClassType::test_imported_classes, test/test_jit.py::TestClassType::test_in, test/test_jit.py::TestClassType::test_init_compiled_first, test/test_jit.py::TestClassType::test_interface, test/test_jit.py::TestClassType::test_optional_type_promotion, test/test_jit.py::TestClassType::test_out_of_order_methods, test/test_jit.py::TestClassType::test_overloaded_fn, test/test_jit.py::TestClassType::test_properties, test/test_jit.py::TestClassType::test_py_class_to_ivalue_missing_attribute, test/test_jit.py::TestClassType::test_python_interop, test/test_jit.py::TestClassType::test_recursive_class, test/test_jit.py::TestClassType::test_recursive_script_builtin_type_resolution, test/test_jit.py::TestClassType::test_recursive_script_module_builtin_type_resolution, test/test_jit.py::TestClassType::test_recursive_scripting, test/test_jit.py::TestClassType::test_recursive_scripting_failed, test/test_jit.py::TestClassType::test_reference_semantics, test/test_jit.py::TestClassType::test_save_load_with_classes, test/test_jit.py::TestClassType::test_save_load_with_classes_nested, test/test_jit.py::TestClassType::test_save_load_with_classes_returned, test/test_jit.py::TestClassType::test_schema_human_readable, test/test_jit.py::TestClassType::test_self_referential_method, test/test_jit.py::TestClassType::test_set_attr_in_method, test/test_jit.py::TestClassType::test_set_attr_non_initialized, test/test_jit.py::TestClassType::test_set_attr_type_mismatch, test/test_jit.py::TestClassType::test_staticmethod, test/test_jit.py::TestClassType::test_type_annotation, test/test_jit.py::TestClassType::test_type_annotations, test/test_jit.py::TestClassType::test_unresolved_class_attributes, test/test_jit.py::TestClassType::test_unused_method, test/test_jit.py::TestBuiltins::test_del, test/test_jit.py::TestBuiltins::test_del_multiple_operands, test/test_jit.py::TestBuiltins::test_has_attr, test/test_jit.py::TestBuiltins::test_has_attr_invalid_args, test/test_jit.py::TestTensorBuiltins::test_method_on_number, test/test_jit.py::TestTensorBuiltins::test_scalar_to_num_conversions, test/test_jit.py::TestTensorBuiltins::test_tensor_item, test/test_jit.py::TestTensorBuiltins::test_tensor_properties, test/test_jit.py::TestTensorBuiltins::test_tensor_subscript_assign, test/test_jit.py::TestTensorBuiltins::test_tensor_subscript_assign_device, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_inp_out, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_just_inp, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_just_out, test/test_jit.py::TestSymbolicShapeAnalysis::test_adaptive_avg_pool2d, test/test_jit.py::TestSymbolicShapeAnalysis::test_arange_shape, test/test_jit.py::TestSymbolicShapeAnalysis::test_binary_shape_fns_inplace, test/test_jit.py::TestSymbolicShapeAnalysis::test_binary_shape_functions, test/test_jit.py::TestSymbolicShapeAnalysis::test_conv_deconv, test/test_jit.py::TestSymbolicShapeAnalysis::test_convolution_backward, test/test_jit.py::TestSymbolicShapeAnalysis::test_cross_entropy_loss, test/test_jit.py::TestSymbolicShapeAnalysis::test_if_propagation, test/test_jit.py::TestSymbolicShapeAnalysis::test_partial_eval_graph_conv, test/test_jit.py::TestSymbolicShapeAnalysis::test_partial_eval_stitching, test/test_jit.py::TestSymbolicShapeAnalysis::test_refinement_through_graph_stitching, test/test_jit.py::TestSymbolicShapeAnalysis::test_register_function_error_checking, test/test_jit.py::TestSymbolicShapeAnalysis::test_returning_input_symbolic_shapes, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_analysis, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_concat, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_embedding_bag, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_function_includes, test/test_jit.py::TestSymbolicShapeAnalysis::test_shared_shape_graph, test/test_jit.py::TestSymbolicShapeAnalysis::test_size_and_sizes, test/test_jit.py::TestSymbolicShapeAnalysis::test_squeeze_dims, test/test_jit.py::TestSymbolicShapeAnalysis::test_stitching_concat, test/test_jit.py::TestSymbolicShapeAnalysis::test_stitching_multi_output, test/test_jit.py::TestSymbolicShapeAnalysis::test_sym_ir_parsing, test/test_jit.py::TestSymbolicShapeAnalysis::test_unary_shape_fns_inplace, test/test_jit.py::TestSymbolicShapeAnalysis::test_unary_shape_functions, test/test_jit.py::TestSymbolicShapeAnalysis::test_write, test/test_jit.py::TestOpDecompositions::test_op_decomposition, test/test_jit.py::TestOpDecompositions::test_registered_decomposition, test/test_jit.py::TestUnsupportedOps::test_factory_ops_requires_grad_fail, test/test_jit.py::TestUnsupportedOps::test_init_ops, test/test_jit.py::TestFreezing::test_freeze_interface_swapping_two_methods, test/test_jit.py::TestFreezing::test_freeze_interface_within_object, test/test_jit.py::TestFreezing::test_freeze_module, test/test_jit.py::TestFreezing::test_freeze_module_detach_gradient, test/test_jit.py::TestFreezing::test_freeze_module_in_training_mode, test/test_jit.py::TestFreezing::test_freeze_module_inlining, test/test_jit.py::TestFreezing::test_freeze_module_no_forward, test/test_jit.py::TestFreezing::test_freeze_module_return_self, test/test_jit.py::TestFreezing::test_freeze_module_return_sub_module, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr2, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr3, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr2, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr3, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr4, test/test_jit.py::TestFreezing::test_freeze_module_with_call_method, test/test_jit.py::TestFreezing::test_freeze_module_with_fork, test/test_jit.py::TestFreezing::test_freeze_module_with_fork2, test/test_jit.py::TestFreezing::test_freeze_module_with_fork_calling_module_method, test/test_jit.py::TestFreezing::test_freeze_module_with_helperfunction, test/test_jit.py::TestFreezing::test_freeze_module_with_inplace_mutable, test/test_jit.py::TestFreezing::test_freeze_module_with_list, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_dict, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_list, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_tensor, test/test_jit.py::TestFreezing::test_freeze_module_with_nested_fork, test/test_jit.py::TestFreezing::test_freeze_module_with_nestedaliasing, test/test_jit.py::TestFreezing::test_freeze_module_with_nestedaliasingscalar, test/test_jit.py::TestFreezing::test_freeze_module_with_non_static_module_container_index, test/test_jit.py::TestFreezing::test_freeze_module_with_overlapping_attrs, test/test_jit.py::TestFreezing::test_freeze_module_with_preserve_sub_module, test/test_jit.py::TestFreezing::test_freeze_module_with_preserve_sub_module_and_mutation, test/test_jit.py::TestFreezing::test_freeze_module_with_sharedclasstype, test/test_jit.py::TestFreezing::test_freeze_module_with_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_tensor, test/test_jit.py::TestFreezing::test_freeze_module_with_tuple, test/test_jit.py::TestFreezing::test_freeze_module_with_tupleoutput_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attribute_on_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attribute_on_unused_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method2, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method_on_submodule, test/test_jit.py::TestFreezing::test_freeze_no_forward, test/test_jit.py::TestFreezing::test_freeze_non_interface_module_swap, test/test_jit.py::TestFreezing::test_freeze_non_module_class_getattr, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces_same_name, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces_with_reassignment, test/test_jit.py::TestFreezing::test_freeze_with_interface_mutable, test/test_jit.py::TestFreezing::test_freeze_with_swapping_interfaces, test/test_jit.py::TestFreezing::test_module_getattr_indirection, test/test_jit.py::TestFreezing::test_module_with_shared_type_instances, test/test_jit.py::TestFrozenOptimizations::test_bn_not_broadcast_with_linear, test/test_jit.py::TestFrozenOptimizations::test_collapse_adjacent_conversions, test/test_jit.py::TestFrozenOptimizations::test_conv_add_folding, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding_autocast_scenario_cuda, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding_not_forward, test/test_jit.py::TestFrozenOptimizations::test_conv_hardswish, test/test_jit.py::TestFrozenOptimizations::test_conv_mul_add_bn, test/test_jit.py::TestFrozenOptimizations::test_conv_to_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_conv_to_mkldnn_no_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_freeze_conv_relu_fusion, test/test_jit.py::TestFrozenOptimizations::test_freeze_conv_relu_fusion_not_forward, test/test_jit.py::TestFrozenOptimizations::test_freeze_mkdlnn, test/test_jit.py::TestFrozenOptimizations::test_freeze_remove_dropout, test/test_jit.py::TestFrozenOptimizations::test_freeze_remove_feature_dropout, test/test_jit.py::TestFrozenOptimizations::test_hardswish_hardsigmoid, test/test_jit.py::TestFrozenOptimizations::test_incompatible_perf_formats, test/test_jit.py::TestFrozenOptimizations::test_linear_bn_folding, test/test_jit.py::TestFrozenOptimizations::test_linear_bn_folding_autocast_scenario_cuda, test/test_jit.py::TestFrozenOptimizations::test_linear_concat, test/test_jit.py::TestFrozenOptimizations::test_linear_concat_complex, test/test_jit.py::TestFrozenOptimizations::test_linear_concat_different_input, test/test_jit.py::TestFrozenOptimizations::test_linear_multiple_blocks, test/test_jit.py::TestFrozenOptimizations::test_linear_non_constant_weight, test/test_jit.py::TestFrozenOptimizations::test_linear_transpose, test/test_jit.py::TestFrozenOptimizations::test_maxpool_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_mkldnn_fuser_broadcasting, test/test_jit.py::TestFrozenOptimizations::test_mkldnn_inplace_removal, test/test_jit.py::TestFrozenOptimizations::test_numel_less_than_size_with_padding, test/test_jit.py::TestFrozenOptimizations::test_optimize_freeze_module, test/test_jit.py::TestFrozenOptimizations::test_pool2d_batchnorm, test/test_jit.py::TestFrozenOptimizations::test_pool3d_batchnorm, test/test_jit.py::TestFrozenOptimizations::test_remove_detach, test/test_jit.py::TestFrozenOptimizations::test_remove_detach_not_applied, test/test_jit.py::TestFrozenOptimizations::test_scalar_mul, test/test_jit.py::TestMKLDNNReinplacing::test_always_alive_values, test/test_jit.py::TestMKLDNNReinplacing::test_merge_liveness, test/test_jit.py::TestMKLDNNReinplacing::test_successful, test/test_jit.py::TestMKLDNNReinplacing::test_switch_inputs_to_inplace, test/test_jit.py::TestPeephole::test_conv_dim_folding, test/test_jit.py::TestPeephole::test_integer_refinement, test/test_jit.py::TestPeephole::test_noop_peephole, test/test_jit.py::TestPeephole::test_normalized_is_op, test/test_jit.py::TestPeephole::test_normalized_isnot_op, test/test_jit.py::TestPeephole::test_normalized_rsub, test/test_jit.py::TestPeephole::test_optimize_out_comparison_same_value, test/test_jit.py::TestPeephole::test_peephole, test/test_jit.py::TestPeephole::test_peephole_add_zero, test/test_jit.py::TestPeephole::test_peephole_arith, test/test_jit.py::TestPeephole::test_peephole_cuda, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_dict_modified, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_get_input_arg, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_keys_might_overlap, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_missing_key, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_overlapping_keys, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_unsupported_type, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_simple, test/test_jit.py::TestPeephole::test_peephole_dict_len, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_keys_might_overlap, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_overlapping_keys, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_unsupported_type, test/test_jit.py::TestPeephole::test_peephole_dynamic, test/test_jit.py::TestPeephole::test_peephole_int, test/test_jit.py::TestPeephole::test_peephole_len_list, test/test_jit.py::TestPeephole::test_peephole_list_len, test/test_jit.py::TestPeephole::test_peephole_list_ops, test/test_jit.py::TestPeephole::test_peephole_no_output_aliasing, test/test_jit.py::TestPeephole::test_peephole_optional_refine, test/test_jit.py::TestPeephole::test_peephole_slice_all_three_args, test/test_jit.py::TestPeephole::test_peephole_slice_one_empty_arg, test/test_jit.py::TestPeephole::test_peephole_slice_optimization_not_applied_list_modified, test/test_jit.py::TestPeephole::test_peephole_slice_optimization_not_applied_non_const_args, test/test_jit.py::TestPeephole::test_peephole_slice_two_empty_args, test/test_jit.py::TestPeephole::test_peephole_type_refinements, test/test_jit.py::TestPeephole::test_peephole_with_non_output_writes, test/test_jit.py::TestPeephole::test_peephole_with_writes, test/test_jit.py::TestPeephole::test_refine_integer_values, test/test_jit.py::TestPeephole::test_short_circuit_optimization, test/test_jit.py::TestAliasAnalysis::test_becomes_wildcard_annotations, test/test_jit.py::TestAliasAnalysis::test_multiple_compilation_units, test/test_jit.py::TestAliasAnalysis::test_nested_list_construct_not_wildcard, test/test_jit.py::TestAliasAnalysis::test_recursive_calls, test/test_jit.py::TestSaveLoad::test_different_functions, test/test_jit.py::TestSaveLoad::test_different_interfaces, test/test_jit.py::TestSaveLoad::test_different_modules, test/test_jit.py::TestSaveLoad::test_many_collisions, test/test_jit.py::TestSaveLoad::test_save_load_large_string_attribute, test/test_jit.py::TestSaveLoad::test_save_load_meta_tensors, test/test_jit.py::TestSaveLoad::test_save_load_meta_tensors_to_device, test/test_jit.py::TestSaveLoad::test_save_load_params_buffers_submodules, test/test_jit.py::TestSaveLoad::test_save_load_using_pathlib, test/test_jit.py::TestSaveLoad::test_save_load_with_extra_files, test/test_jit.py::TestSaveLoad::test_save_load_with_saved_traced_inputs, test/test_jit.py::TestSaveLoad::test_save_namedtuple_input_only, test/test_jit.py::TestSaveLoad::test_save_namedtuple_input_only_forwardref, test/test_jit.py::TestSaveLoad::test_save_namedtuple_output_only, test/test_jit.py::TestSaveLoad::test_save_nonexit_file, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_functions, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_interfaces, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_modules, test/test_jit.py::TestSaveLoadFlatbuffer::test_many_collisions, test/test_jit.py::TestSaveLoadFlatbuffer::test_module_info_flatbuffer, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_params_buffers_submodules, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_using_pathlib, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_with_extra_files, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_namedtuple_input_only, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_namedtuple_output_only, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_inplace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_reciprocal, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_scalar, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor_inplace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor_out, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_linspace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_linspace_out, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_logspace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_logspace_out, test/test_jit.py::TestModuleContainers::test_custom_container_forward, test/test_jit.py::TestModuleContainers::test_empty_dict_override_contains, test/test_jit.py::TestModuleContainers::test_module_inplace_construct, test/test_jit.py::TestModuleContainers::test_module_interface_special_methods, test/test_jit.py::TestModuleContainers::test_module_properties, test/test_jit.py::TestModuleContainers::test_moduledict, test/test_jit.py::TestModuleContainers::test_moduledict_getitem, test/test_jit.py::TestModuleContainers::test_moduledict_keyerror, test/test_jit.py::TestModuleContainers::test_normal_list_attribute_with_modules_error, test/test_jit.py::TestModuleContainers::test_parameterdict_script_getitem, test/test_jit.py::TestModuleContainers::test_parameterlist_script_getitem, test/test_jit.py::TestModuleContainers::test_parameterlist_script_iter, test/test_jit.py::TestModuleContainers::test_script_module_list_sequential, test/test_jit.py::TestModuleContainers::test_script_modulelist_index, test/test_jit.py::TestModuleContainers::test_sequential_intermediary_types, test/test_jit.py::TestModuleContainers::test_special_method_with_override, test/test_jit.py::TestModuleContainers::test_typed_module_dict, test/test_jit.py::TestModuleContainers::test_typed_module_list, test/test_jit.py::TestPythonBindings::test_add_input, test/test_jit.py::TestPythonBindings::test_aliasdb, test/test_jit.py::TestPythonBindings::test_canonicalize, test/test_jit.py::TestPythonBindings::test_cu_create_function, test/test_jit.py::TestPythonBindings::test_cu_get_functions, test/test_jit.py::TestPythonBindings::test_graph_create, test/test_jit.py::TestPythonBindings::test_graph_iterator_keepalive, test/test_jit.py::TestPythonBindings::test_invalidation, test/test_jit.py::TestPythonIr::test_param_strides, test/test_jit.py::TestPythonIr::test_permute_inputs_binding, test/test_jit.py::TestPythonIr::test_python_ir_utils, test/test_jit.py::TestPythonIr::test_python_ir_utils_graph, test/test_jit.py::TestFunctionalBlocks::test_subgraph_creation, test/test_jit.py::TestRemoveMutation::test_aten_inplace, test/test_jit.py::TestRemoveMutation::test_common_pytorch_list_ops, test/test_jit.py::TestRemoveMutation::test_if_output, test/test_jit.py::TestRemoveMutation::test_if_output_fail, test/test_jit.py::TestRemoveMutation::test_list_indexing_removal, test/test_jit.py::TestRemoveMutation::test_lists_append, test/test_jit.py::TestRemoveMutation::test_lists_insert, test/test_jit.py::TestRemoveMutation::test_special_mapped_op, test/test_jit.py::TestTorchbind::test_default_args, test/test_jit.py::TestTorchbind::test_hasattr, test/test_jit.py::TestTorchbind::test_lambda_as_constructor, test/test_jit.py::TestTorchbind::test_profiler_custom_op, test/test_jit.py::TestTorchbind::test_staticmethod, test/test_jit.py::TestTorchbind::test_torchbind, test/test_jit.py::TestTorchbind::test_torchbind_attr_exception, test/test_jit.py::TestTorchbind::test_torchbind_class_attr_recursive, test/test_jit.py::TestTorchbind::test_torchbind_class_attribute, test/test_jit.py::TestTorchbind::test_torchbind_deepcopy, test/test_jit.py::TestTorchbind::test_torchbind_def_property_getter_setter, test/test_jit.py::TestTorchbind::test_torchbind_def_property_just_getter, test/test_jit.py::TestTorchbind::test_torchbind_def_property_readwrite, test/test_jit.py::TestTorchbind::test_torchbind_getattr, test/test_jit.py::TestTorchbind::test_torchbind_getstate, test/test_jit.py::TestTorchbind::test_torchbind_instantiate_missing_class, test/test_jit.py::TestTorchbind::test_torchbind_lambda_method, test/test_jit.py::TestTorchbind::test_torchbind_no_init, test/test_jit.py::TestTorchbind::test_torchbind_optional_explicit_attr, test/test_jit.py::TestTorchbind::test_torchbind_pass_wrong_type, test/test_jit.py::TestTorchbind::test_torchbind_pickle_serialization, test/test_jit.py::TestTorchbind::test_torchbind_python_deepcopy, test/test_jit.py::TestTorchbind::test_torchbind_return_instance, test/test_jit.py::TestTorchbind::test_torchbind_return_instance_from_method, test/test_jit.py::TestTorchbind::test_torchbind_return_tuple, test/test_jit.py::TestTorchbind::test_torchbind_save_load, test/test_jit.py::TestTorchbind::test_torchbind_take_as_arg, test/test_jit.py::TestTorchbind::test_torchbind_take_instance_as_method_arg, test/test_jit.py::TestTorchbind::test_torchbind_tracing, test/test_jit.py::TestTorchbind::test_torchbind_tracing_nested, test/test_jit.py::TestModuleInterface::test_freeze_module_with_inplace_mutation_in_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_interface_and_fork, test/test_jit.py::TestModuleInterface::test_freeze_module_with_mutated_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_setattr_in_interface, test/test_jit.py::TestModuleInterface::test_module_apis_interface, test/test_jit.py::TestModuleInterface::test_module_doc_string, test/test_jit.py::TestModuleInterface::test_module_interface, test/test_jit.py::TestModuleInterface::test_module_interface_inheritance, test/test_jit.py::TestModuleInterface::test_module_interface_subtype, test/test_jit.py::TestModuleInterface::test_module_swap, test/test_jit.py::TestModuleInterface::test_module_swap_no_lazy_compile, test/test_jit.py::TestModuleInterface::test_module_swap_no_module_interface, test/test_jit.py::TestModuleInterface::test_module_swap_wrong_module, test/test_jit.py::TestModuleInterface::test_not_submodule_interface_call, test/test_jit.py::TestModuleInterface::test_script_module_as_interface_swap, test/test_jit.py::TestWith::test_with_as, test/test_jit.py::TestWith::test_with_errors, test/test_jit.py::TestWith::test_with_exceptions, test/test_jit.py::TestWith::test_with_no_as, test/test_jit.py::TestWith::test_with_no_grad, test/test_jit.py::TestWith::test_with_record_function, test/test_jit.py::TestEnum::test_closed_over_enum_constant, test/test_jit.py::TestEnum::test_enum_as_const, test/test_jit.py::TestEnum::test_enum_as_module_attribute, test/test_jit.py::TestEnum::test_enum_comp, test/test_jit.py::TestEnum::test_enum_comp_diff_classes, test/test_jit.py::TestEnum::test_enum_explicit_script, test/test_jit.py::TestEnum::test_enum_iterate, test/test_jit.py::TestEnum::test_enum_ivalue_type, test/test_jit.py::TestEnum::test_enum_module_return, test/test_jit.py::TestEnum::test_enum_name, test/test_jit.py::TestEnum::test_enum_return, test/test_jit.py::TestEnum::test_enum_value, test/test_jit.py::TestEnum::test_enum_value_types, test/test_jit.py::TestEnum::test_heterogenous_value_type_enum_error, test/test_jit.py::TestEnum::test_non_existent_enum_value, test/test_jit.py::TestEnum::test_string_enum_as_module_attribute, test/test_jit.py::TestEnum::test_typed_enum, test/test_jit.py::TestStringFormatting::test_modulo_operator, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_alternate_digit_placeholder, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_capital_exponent_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_char_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_true_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_digit_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_digit_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_double_percent_in_string, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_exponent_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_float_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_float_placeholder_and_float_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_lowercase_exponent_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_multiple_placeholders, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_percent_in_string, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_format_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_subscript, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_too_few_arguments, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_too_many_arguments, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_unknown_format_specifier, test/test_jit.py::TestProfiler::test_aliasing_merge, test/test_jit.py::TestProfiler::test_autograd_fallback_graph, test/test_jit.py::TestProfiler::test_fallback_graph_not_specialized, test/test_jit.py::TestProfiler::test_iterative_fusion, test/test_jit.py::TestProfiler::test_local_fusion_strategy, test/test_jit.py::TestProfiler::test_not_fusing_scalar_ops, test/test_jit.py::TestProfiler::test_not_optimizing_property, test/test_jit.py::TestProfiler::test_specialize_backward, test/test_jit.py::TestProfiler::test_specialized_types, test/test_jit.py::TestProfiler::test_tensor_constant, test/test_jit.py::TestProfiler::test_tensor_type_not_determined_by_inputs, test/test_jit.py::TestProfiler::test_use_not_profiled, test/test_jit.py::TestSlice::test_module_list_slicing, test/test_jit.py::TestSlice::test_slice_as_variable, test/test_jit.py::TestSlice::test_slice_dynamic_index, test/test_jit.py::TestSlice::test_slice_kwarg, test/test_jit.py::TestSlice::test_slice_one_none, test/test_jit.py::TestSlice::test_slice_start_stop, test/test_jit.py::TestSlice::test_slice_start_stop_step, test/test_jit.py::TestSlice::test_slice_start_stop_with_none, test/test_jit.py::TestSlice::test_slice_stop_clipped, test/test_jit.py::TestSlice::test_slice_stop_only, test/test_jit.py::TestSlice::test_slice_stop_only_with_nones, test/test_jit.py::TestSlice::test_slice_string, test/test_jit.py::TestSlice::test_slice_tensor, test/test_jit.py::TestSlice::test_slice_tensor_multidim, test/test_jit.py::TestSlice::test_slice_tensor_multidim_with_dots, test/test_jit.py::TestSlice::test_slice_three_nones, test/test_jit.py::TestSlice::test_slice_two_nones, test/test_jit.py::TestSlice::test_tuple_slicing, test/test_jit.py::TestIgnorableArgs::test_add_out_ignorable_args, test/test_jit.py::TestIgnorableArgs::test_slice_ignorable_args_for_slice, test/test_jit.py::TestHooks::test_forward_tuple_input, test/test_jit.py::TestHooks::test_hook_compilation_hint, test/test_jit.py::TestHooks::test_hook_hook_name_collision, test/test_jit.py::TestHooks::test_hook_method_name_collision, test/test_jit.py::TestHooks::test_module_direct_forward_invocation, test/test_jit.py::TestHooks::test_module_forward_multiple_inputs, test/test_jit.py::TestHooks::test_module_forward_single_input, test/test_jit.py::TestHooks::test_module_hook_return_nothing, test/test_jit.py::TestHooks::test_module_multiple_hooks_multiple_inputs, test/test_jit.py::TestHooks::test_module_multiple_hooks_single_input, test/test_jit.py::TestHooks::test_module_no_forward_input, test/test_jit.py::TestHooks::test_module_same_hook_repeated, test/test_jit.py::TestHooks::test_submodule_called_directly_with_hooks, test/test_jit.py::TestHooks::test_submodule_direct_forward_invocation, test/test_jit.py::TestHooks::test_submodule_forward_multiple_inputs, test/test_jit.py::TestHooks::test_submodule_forward_single_input, test/test_jit.py::TestHooks::test_submodule_forward_single_input_return_not_tupled, test/test_jit.py::TestHooks::test_submodule_hook_return_nothing, test/test_jit.py::TestHooks::test_submodule_multiple_hooks_multiple_inputs, test/test_jit.py::TestHooks::test_submodule_multiple_hooks_single_input, test/test_jit.py::TestHooks::test_submodule_no_forward_input, test/test_jit.py::TestHooks::test_submodule_same_hook_repeated, test/test_jit.py::TestHooks::test_wrong_hook_signatures, test/test_jit.py::TestHooks::test_wrong_pre_hook_signatures, test/test_jit.py::TestWarn::test_warn, test/test_jit.py::TestWarn::test_warn_multiple_calls_multiple_warnings, test/test_jit.py::TestWarn::test_warn_multiple_calls_same_func_diff_stack, test/test_jit.py::TestWarn::test_warn_once_per_func, test/test_jit.py::TestWarn::test_warn_once_per_func_in_loop, test/test_jit.py::TestWarn::test_warn_only_once, test/test_jit.py::TestWarn::test_warn_only_once_in_loop_func, test/test_jit.py::TestIsinstance::test_bool, test/test_jit.py::TestIsinstance::test_dict, test/test_jit.py::TestIsinstance::test_dict_nested, test/test_jit.py::TestIsinstance::test_dict_no_contained_type, test/test_jit.py::TestIsinstance::test_dict_tensor, test/test_jit.py::TestIsinstance::test_empty_container_special_cases, test/test_jit.py::TestIsinstance::test_empty_container_throws_warning_in_eager, test/test_jit.py::TestIsinstance::test_float, test/test_jit.py::TestIsinstance::test_if_else, test/test_jit.py::TestIsinstance::test_in_if, test/test_jit.py::TestIsinstance::test_in_while_loop, test/test_jit.py::TestIsinstance::test_int, test/test_jit.py::TestIsinstance::test_list, test/test_jit.py::TestIsinstance::test_list_nested, test/test_jit.py::TestIsinstance::test_list_no_contained_type, test/test_jit.py::TestIsinstance::test_list_tensor, test/test_jit.py::TestIsinstance::test_list_tensor_type_true, test/test_jit.py::TestIsinstance::test_nontuple_container_rhs_throws_in_eager, test/test_jit.py::TestIsinstance::test_optional, test/test_jit.py::TestIsinstance::test_optional_nested, test/test_jit.py::TestIsinstance::test_optional_no_contained_type, test/test_jit.py::TestIsinstance::test_optional_none, test/test_jit.py::TestIsinstance::test_tensor_type_false, test/test_jit.py::TestIsinstance::test_tuple, test/test_jit.py::TestIsinstance::test_tuple_nested, test/test_jit.py::TestIsinstance::test_tuple_no_contained_type, test/test_jit.py::TestIsinstance::test_tuple_rhs, test/test_jit.py::TestIsinstance::test_tuple_tensor, test/test_jit.py::TestIsinstance::test_type_refinement, test/test_jit.py::TestPythonBuiltinOP::test_add, test/test_jit.py::TestPythonBuiltinOP::test_adv_indexing_list, test/test_jit.py::TestPythonBuiltinOP::test_advancedindex, test/test_jit.py::TestPythonBuiltinOP::test_gather, test/test_jit.py::TestPythonBuiltinOP::test_index, test/test_jit.py::TestPythonBuiltinOP::test_index_ellipses, test/test_jit.py::TestPythonBuiltinOP::test_inf, test/test_jit.py::TestPythonBuiltinOP::test_matmul_py3, test/test_jit.py::TestPythonBuiltinOP::test_mul, test/test_jit.py::TestPythonBuiltinOP::test_pow, test/test_jit.py::TestPythonBuiltinOP::test_random, test/test_jit.py::TestPythonBuiltinOP::test_slice, test/test_jit.py::TestPythonBuiltinOP::test_stepped_tuple_slicing, test/test_jit.py::TestPythonBuiltinOP::test_str_to_float, test/test_jit.py::TestPythonBuiltinOP::test_triple, test/test_jit.py::TestTyping::test_bool_list_io, test/test_jit.py::TestTyping::test_dict_comprehension, test/test_jit.py::TestTyping::test_dict_comprehension_scope, test/test_jit.py::TestTyping::test_dict_comprehension_with_type_annotation, test/test_jit.py::TestTyping::test_dict_in_not_in, test/test_jit.py::TestTyping::test_dict_invalid_annotations, test/test_jit.py::TestTyping::test_dict_type_refinement_annotation_key_mismatch, test/test_jit.py::TestTyping::test_dict_type_refinement_annotation_value_mismatch, test/test_jit.py::TestTyping::test_for_in_dict, test/test_jit.py::TestTyping::test_for_in_string, test/test_jit.py::TestTyping::test_for_tuple_assign, test/test_jit.py::TestTyping::test_for_tuple_unpack, test/test_jit.py::TestTyping::test_inherited_annotations_python_310, test/test_jit.py::TestTyping::test_list_io, test/test_jit.py::TestTyping::test_list_iterables, test/test_jit.py::TestTyping::test_list_sum, test/test_jit.py::TestTyping::test_list_type_refinement_annotation_element_mismatch, test/test_jit.py::TestTyping::test_list_unification, test/test_jit.py::TestTyping::test_multiple_assign, test/test_jit.py::TestTyping::test_namedtuple_error_source_attribution, test/test_jit.py::TestTyping::test_namedtuple_good_error, test/test_jit.py::TestTyping::test_namedtuple_py2, test/test_jit.py::TestTyping::test_namedtuple_redefine, test/test_jit.py::TestTyping::test_nested_list, test/test_jit.py::TestTyping::test_opt_opt_refinement, test/test_jit.py::TestTyping::test_optional_conversion, test/test_jit.py::TestTyping::test_optional_refinement, test/test_jit.py::TestTyping::test_optional_tuple, test/test_jit.py::TestTyping::test_singleton_tuple_unpack, test/test_jit.py::TestTyping::test_sum_list_diff_elms, test/test_jit.py::TestTyping::test_sum_list_empty, test/test_jit.py::TestTyping::test_sum_list_literal, test/test_jit.py::TestTyping::test_sum_list_one, test/test_jit.py::TestTyping::test_sum_list_wrong_type, test/test_jit.py::TestTyping::test_tuple_assignments, test/test_jit.py::TestTyping::test_tuple_create_return, test/test_jit.py::TestTyping::test_tuple_io, test/test_jit.py::TestTyping::test_tuple_keyword, test/test_jit.py::TestTyping::test_tuple_specialization, test/test_jit.py::TestHash::test_hash_bool, test/test_jit.py::TestHash::test_hash_device, test/test_jit.py::TestHash::test_hash_float, test/test_jit.py::TestHash::test_hash_int, test/test_jit.py::TestHash::test_hash_none, test/test_jit.py::TestHash::test_hash_string, test/test_jit.py::TestHash::test_hash_tensor, test/test_jit.py::TestHash::test_hash_tuple, test/test_jit.py::TestHash::test_hash_tuple_nested_unhashable_type, test/test_jit.py::TestComplex::test_binary_op_complex_tensor, test/test_jit.py::TestComplex::test_comparison_ops, test/test_jit.py::TestComplex::test_complex_constants_and_ops, test/test_jit.py::TestComplex::test_complex_constructor, test/test_jit.py::TestComplex::test_complex_list_sum, test/test_jit.py::TestComplex::test_complex_parse, test/test_jit.py::TestComplex::test_complexdict, test/test_jit.py::TestComplex::test_complexlist, test/test_jit.py::TestComplex::test_div, test/test_jit.py::TestComplex::test_infj_nanj_pickle, test/test_jit.py::TestComplex::test_pickle, test/test_jit.py::TestComplex::test_script, test/test_jit.py::TestComplex::test_tensor_attributes, test/test_jit.py::TestComplex::test_torch_complex_constructor_with_tensor, test/test_jit.py::TestJitUtils::test_checkscriptassertraisesregex, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_hybrid, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_keyword_only, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_positional_only, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_positional_or_keyword, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_var_keyword, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_var_positional, test/test_jit.py::TestJitUtils::test_no_tracer_warn_context_manager, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_annotation_and_init_annotation, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_annotation_only, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_jit_annotation, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_dict, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_dict_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_list, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_list_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_optional, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_tensor, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_falsy_base_type, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_nonempty_container, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_attribute, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_dict, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_dict_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_list, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_list_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_optional, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_torch_jit_import, test/test_jit.py::TestTypesAndAnnotation::test_annotate_outside_init, test/test_jit.py::TestTypesAndAnnotation::test_bad_types, test/test_jit.py::TestTypesAndAnnotation::test_ignore_with_types, test/test_jit.py::TestTypesAndAnnotation::test_ignoring_fn_with_nonscriptable_types, test/test_jit.py::TestTypesAndAnnotation::test_ignoring_module_attributes, test/test_jit.py::TestTypesAndAnnotation::test_inferred_type_error_message, test/test_jit.py::TestTypesAndAnnotation::test_mismatched_annotation, test/test_jit.py::TestTypesAndAnnotation::test_optional_no_element_type_annotation, test/test_jit.py::TestTypesAndAnnotation::test_parser_bug, test/test_jit.py::TestTypesAndAnnotation::test_pep585_type, test/test_jit.py::TestTypesAndAnnotation::test_python_callable, test/test_jit.py::TestTypesAndAnnotation::test_reannotate, test/test_jit.py::TestTypesAndAnnotation::test_tuple_no_element_type_annotation, test/test_jit.py::TestTypesAndAnnotation::test_type_annotate_py3, test/test_jit.py::TestTypesAndAnnotation::test_types_as_values, test/test_jit.py::TestTypesAndAnnotation::test_unimported_type_resolution, test/test_jit.py::TestMisc::test_broadcasting_list, test/test_jit.py::TestMisc::test_export_opnames_interface, test/test_jit.py::TestMisc::test_future_isinstance, test/test_jit.py::TestMisc::test_hacked_twin, test/test_jit.py::TestMisc::test_if_returning_any, test/test_jit.py::TestMisc::test_jit_get_operation_order, test/test_jit.py::TestMisc::test_joined_str, test/test_jit.py::TestMisc::test_kwarg_support, test/test_jit.py::TestMisc::test_legacy_tensor_constructor, test/test_jit.py::TestMisc::test_list_literal_infer, test/test_jit.py::TestMisc::test_math_inf, test/test_jit.py::TestMisc::test_parse_ir_annotate, test/test_jit.py::TestMisc::test_parse_ir_single_element_tensor_negative, test/test_jit.py::TestMisc::test_parse_ir_single_element_tensor_positive, test/test_jit.py::TestMisc::test_pow_multiple_dtype, test/test_jit.py::TestMisc::test_script_many_decorators, test/test_jit.py::TestMisc::test_str_refine_any, test/test_jit.py::TestMisc::test_subexpression_Dict_int_Future, test/test_jit.py::TestMisc::test_subexpression_Future_annotate, test/test_jit.py::TestMisc::test_subexpression_List_Future, test/test_jit.py::TestMisc::test_subexpression_Optional, test/test_jit.py::TestMisc::test_subexpression_Tuple_int_int_Future, test/test_jit.py::TestMisc::test_tuple_subscripted_assign, test/test_jit.py::TestMisc::test_unsafe_hacked_twin, test/test_jit.py::TestUpgraders::test_add_value_to_version_map, test/test_jit.py::TestUpgraders::test_aten_div_scalar_at_3, test/test_jit.py::TestUpgraders::test_aten_div_tensor_at_3, test/test_jit.py::TestUpgraders::test_aten_div_tensor_out_at_3, test/test_jit.py::TestUpgraders::test_aten_full_at_4, test/test_jit.py::TestUpgraders::test_aten_full_other_variants, test/test_jit.py::TestUpgraders::test_aten_full_out_at_4, test/test_jit.py::TestUpgraders::test_aten_linspace, test/test_jit.py::TestUpgraders::test_aten_linspace_out, test/test_jit.py::TestUpgraders::test_aten_logspace, test/test_jit.py::TestUpgraders::test_aten_logspace_out, test/test_jit.py::TestUpgraders::test_aten_test_serialization, test/test_jit.py::TestUpgraders::test_populated_test_upgrader_graph, test/test_jit.py::TestUpgraders::test_populated_upgrader_graph, test/test_jit.py::TestTensorCreationOps::test_randperm_default_dtype, test/test_jit.py::TestTensorCreationOps::test_randperm_specifed_dtype, test/test_jit.py::TestTensorCreationOps::test_tril_indices_default_dtype, test/test_jit.py::TestTensorCreationOps::test_tril_indices_specified_dtype, test/test_jit.py::TestTensorCreationOps::test_triu_indices_default_dtype, test/test_jit.py::TestTensorCreationOps::test_triu_indices_specified_dtype, test/test_jit.py::TestModuleAPIs::test_customized_state_dict_methods, test/test_jit.py::TestModuleAPIs::test_default_state_dict_methods, test/test_jit.py::TestModuleAPIs::test_submodule_customized_state_dict_methods, test/test_jit.py::TestScriptProfile::test_basic, test/test_jit.py::TestScriptProfile::test_empty, test/test_jit.py::TestScriptProfile::test_multi, test/test_jit.py::TestScriptProfile::test_script, test/test_jit.py::TestScriptProfile::test_section, test/test_jit.py::TestFunctionalToInplaceActivation::test_check_no_type_promotion, test/test_jit.py::TestFunctionalToInplaceActivation::test_functional_to_inplace_activation, test/test_jit.py::TestFunctionalToInplaceActivation::test_no_functional_to_inplace, test/test_jit.py::TestFunctionalToInplaceActivation::test_resnet18_correctness, test/test_jit.py::TestInplaceToFunctionalActivation::test_inplace_to_functional_activation, test/test_jit.py::TestInplaceToFunctionalActivation::test_resnet18_correctness, test/test_jit.py::TestParametrization::test_scriptable, test/test_jit.py::TestParametrization::test_traceable, test/test_jit.py::TestGetDefaultAttr::test_getattr_named_tuple, test/test_jit.py::TestGetDefaultAttr::test_getattr_tuple, test/test_jit.py::TestGetDefaultAttr::test_getattr_with_default, test/test_jit.py::TestAtenPow::test_aten_pow_zero_negative_exponent, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_1, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_2, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_3, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_4, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_insert_pre_packed_linear_before_inline_and_conv_2d_op, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_insert_pre_packed_linear_op, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_replace_conv1d_with_conv2d, test/test_jit.py::TestUnion::test_check_union_annotation, test/test_jit.py::TestUnion::test_union_T_None_is_equivalent_to_optional_T, test/test_jit.py::TestUnion::test_union_argument_order_is_ignored, test/test_jit.py::TestUnion::test_union_argument_order_is_ignored_container, test/test_jit.py::TestUnion::test_union_as_annotation, test/test_jit.py::TestUnion::test_union_as_annotation_in_typed_container, test/test_jit.py::TestUnion::test_union_as_annotation_py2, test/test_jit.py::TestUnion::test_union_as_dict_key, test/test_jit.py::TestUnion::test_union_as_dict_value, test/test_jit.py::TestUnion::test_union_as_internal_tuple_type, test/test_jit.py::TestUnion::test_union_branching_does_not_autoinfer_undeclared_union, test/test_jit.py::TestUnion::test_union_branching_does_not_widen_existing_inferred_type, test/test_jit.py::TestUnion::test_union_branching_with_union_return_and_homogenous_types, test/test_jit.py::TestUnion::test_union_does_not_replace_existing_annotated_type, test/test_jit.py::TestUnion::test_union_does_not_replace_existing_annotated_type_empty_container, test/test_jit.py::TestUnion::test_union_does_not_replace_existing_annotated_type_union, test/test_jit.py::TestUnion::test_union_in_class_constructor, test/test_jit.py::TestUnion::test_union_memory_aliasing, test/test_jit.py::TestUnion::test_union_module_with_union_class_variable, test/test_jit.py::TestUnion::test_union_module_with_union_instance_variable, test/test_jit.py::TestUnion::test_union_optional_of_union_is_flattened, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped_container, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped_optional, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped_subtyping, test/test_jit.py::TestUnion::test_union_return_type, test/test_jit.py::TestUnion::test_union_schema_matching_on_internal_type, test/test_jit.py::TestUnion::test_union_serialization_preserves_type_annotations, test/test_jit.py::TestUnion::test_union_subclasses_larger_union, test/test_jit.py::TestUnion::test_union_subtractive_refinement, test/test_jit.py::TestUnion::test_union_subtractive_refinement_with_container, test/test_jit.py::TestUnion::test_union_type_refinement, test/test_jit.py::TestUnion::test_union_type_refinement_internal_declaration, 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test/test_jit.py::TestDtypeCustomRulesCPU::test_custom_rules_nn_functional_max_pool3d_cpu_int32, test/test_jit.py::TestDtypeCustomRulesCPU::test_custom_rules_nn_functional_max_pool3d_cpu_int64, test/test_jit.py::TestDtypeCustomRulesCPU::test_custom_rules_nn_functional_max_pool3d_cpu_int8, test/test_jit.py::TestDtypeCustomRulesCPU::test_custom_rules_nn_functional_max_pool3d_cpu_uint8, test/test_jit.py::TestDtypeCustomRulesCPU::test_custom_rules_nn_functional_prelu_cpu_bfloat16, test/test_jit.py::TestDtypeCustomRulesCPU::test_custom_rules_nn_functional_prelu_cpu_float16, test/test_jit.py::TestDtypeCustomRulesCPU::test_custom_rules_nn_functional_prelu_cpu_float32, test/test_jit.py::TestDtypeCustomRulesCPU::test_custom_rules_nn_functional_prelu_cpu_float64, test/test_jit.py::TestDeviceAnalysis::test_custom_device_op, test/test_jit.py::TestDeviceAnalysis::test_device_apply, test/test_jit.py::TestDeviceAnalysis::test_device_arg, 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test/test_jit.py::TestScript::test_call_traced_mod_from_tracing_fn, test/test_jit.py::TestScript::test_calls_in_type_annotations, test/test_jit.py::TestScript::test_canonicalize_control_outputs, test/test_jit.py::TestScript::test_cast, test/test_jit.py::TestScript::test_cat, test/test_jit.py::TestScript::test_cat_lifts, test/test_jit.py::TestScript::test_chr, test/test_jit.py::TestScript::test_circular_dependency, test/test_jit.py::TestScript::test_class_as_attribute, test/test_jit.py::TestScript::test_class_attribute, test/test_jit.py::TestScript::test_class_attribute_in_script, test/test_jit.py::TestScript::test_class_with_comment_at_lower_indentation, test/test_jit.py::TestScript::test_code_with_constants, test/test_jit.py::TestScript::test_code_with_constants_restore, test/test_jit.py::TestScript::test_comment_ignore_indent, test/test_jit.py::TestScript::test_compare_two_bool_inputs, test/test_jit.py::TestScript::test_compile_module_with_constant, 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test/test_jit.py::TestScript::test_dropout_eval, test/test_jit.py::TestScript::test_dtype_attr, test/test_jit.py::TestScript::test_dtype_op_shape, test/test_jit.py::TestScript::test_dtype_op_shape2, test/test_jit.py::TestScript::test_early_return_closure, test/test_jit.py::TestScript::test_early_return_fork_join, test/test_jit.py::TestScript::test_early_return_rewrite, test/test_jit.py::TestScript::test_early_return_type_refinement, test/test_jit.py::TestScript::test_early_returns_loops, test/test_jit.py::TestScript::test_ellipsis_const_end, test/test_jit.py::TestScript::test_ellipsis_const_mid, test/test_jit.py::TestScript::test_ellipsis_const_mid_select, test/test_jit.py::TestScript::test_ellipsis_const_start, test/test_jit.py::TestScript::test_ellipsis_end, test/test_jit.py::TestScript::test_ellipsis_mid, test/test_jit.py::TestScript::test_ellipsis_mid_select, test/test_jit.py::TestScript::test_ellipsis_start, test/test_jit.py::TestScript::test_embedding_renorm_grad_error, 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test/test_jit.py::TestScript::test_tensor_to, test/test_jit.py::TestScript::test_tensor_to_cpu, test/test_jit.py::TestScript::test_tensor_to_cuda, test/test_jit.py::TestScript::test_tensor_to_device, test/test_jit.py::TestScript::test_ternary, test/test_jit.py::TestScript::test_ternary_module_type_hint, test/test_jit.py::TestScript::test_ternary_right_associative, test/test_jit.py::TestScript::test_ternary_static_if, test/test_jit.py::TestScript::test_torch_any, test/test_jit.py::TestScript::test_torch_functional, test/test_jit.py::TestScript::test_torch_functional_tensordot_int, test/test_jit.py::TestScript::test_torch_functional_tensordot_list, test/test_jit.py::TestScript::test_torch_functional_tensordot_tensor, test/test_jit.py::TestScript::test_torch_functional_tensordot_tuple, test/test_jit.py::TestScript::test_torch_ignore_conversion_to_none, test/test_jit.py::TestScript::test_torch_manual_seed, test/test_jit.py::TestScript::test_torch_pow, test/test_jit.py::TestScript::test_torch_tensor_as_tensor, test/test_jit.py::TestScript::test_torch_tensor_as_tensor_empty_list, test/test_jit.py::TestScript::test_torch_tensor_bad_input, test/test_jit.py::TestScript::test_torch_tensor_dtype, test/test_jit.py::TestScript::test_torchscript_memoryformat, test/test_jit.py::TestScript::test_torchscript_multi_head_attn, test/test_jit.py::TestScript::test_torchscript_multi_head_attn_fast_path, test/test_jit.py::TestScript::test_training_param, test/test_jit.py::TestScript::test_tuple_assignments, test/test_jit.py::TestScript::test_tuple_error_msg, test/test_jit.py::TestScript::test_tuple_index_to_list, test/test_jit.py::TestScript::test_tuple_indexing, test/test_jit.py::TestScript::test_tuple_len, test/test_jit.py::TestScript::test_tuple_nested_sort, test/test_jit.py::TestScript::test_tuple_sort, test/test_jit.py::TestScript::test_tuple_sort_reverse, test/test_jit.py::TestScript::test_tuple_sorted, test/test_jit.py::TestScript::test_tuple_str, test/test_jit.py::TestScript::test_tuple_to_opt_list, test/test_jit.py::TestScript::test_tuple_unsortable_diff_type, test/test_jit.py::TestScript::test_tuple_unsortable_element_type, test/test_jit.py::TestScript::test_tuple_unsortable_nested_diff_type, test/test_jit.py::TestScript::test_type_annotate, test/test_jit.py::TestScript::test_type_annotation_module, test/test_jit.py::TestScript::test_type_annotation_py3, test/test_jit.py::TestScript::test_type_annotations, test/test_jit.py::TestScript::test_type_annotations_repeated_list, test/test_jit.py::TestScript::test_type_annotations_varargs, test/test_jit.py::TestScript::test_type_call_in_script, test/test_jit.py::TestScript::test_type_cast, test/test_jit.py::TestScript::test_type_comments_in_body, test/test_jit.py::TestScript::test_type_inferred_from_empty_annotation, test/test_jit.py::TestScript::test_unbind, test/test_jit.py::TestScript::test_unfold_zero_dim, test/test_jit.py::TestScript::test_unicode_comments, test/test_jit.py::TestScript::test_uninitialized, test/test_jit.py::TestScript::test_union_to_number, test/test_jit.py::TestScript::test_unknown_builtin, test/test_jit.py::TestScript::test_unmatched_type_annotation, test/test_jit.py::TestScript::test_unspecialized_any_binding, test/test_jit.py::TestScript::test_unsqueeze_guard_elimination, test/test_jit.py::TestScript::test_unsupported_builtin_error, test/test_jit.py::TestScript::test_unused_decorator, test/test_jit.py::TestScript::test_unwrap_optional_builtin, test/test_jit.py::TestScript::test_var_aug_assign, test/test_jit.py::TestScript::test_vararg_zeros, test/test_jit.py::TestScript::test_view_listconstruct_shape_prop, test/test_jit.py::TestScript::test_view_shape_prop, test/test_jit.py::TestScript::test_view_write, test/test_jit.py::TestScript::test_weak_cuda, test/test_jit.py::TestScript::test_where, test/test_jit.py::TestScript::test_where_method, test/test_jit.py::TestScript::test_while, test/test_jit.py::TestScript::test_while_nest_if, test/test_jit.py::TestScript::test_while_nonexistent_cond_value, test/test_jit.py::TestScript::test_while_nonexistent_value, test/test_jit.py::TestScript::test_while_write_outer_then_read, test/test_jit.py::TestScript::test_wrong_attr_lookup, test/test_jit.py::TestScript::test_wrong_implicit_expand, test/test_jit.py::TestScript::test_wrong_method_call_inputs, test/test_jit.py::TestScript::test_wrong_module_attr_lookup, test/test_jit.py::TestScript::test_wrong_return_type, test/test_jit.py::TestScript::test_wrong_use_as_callable, test/test_jit.py::TestScript::test_wrong_use_as_tuple, test/test_jit.py::TestScript::test_zero_dimension_tensor_trace, test/test_jit.py::TestScript::test_zeros, test/test_jit.py::TestScript::test_zip_enumerate_modulelist, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_BCELoss_weights_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_legacy_enum, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_BCEWithLogitsLoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_Bilinear, test/test_jit.py::TestJitGeneratedModule::test_nn_CELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_circular_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_groups, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad1, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad1size1, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad2size1, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad_same, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad_same2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad_same_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_pad_valid, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_reflect_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_replicate_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_stride, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_zero_batch, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv1d_zeros_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_circular_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_depthwise, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_depthwise_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_depthwise_padded, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_depthwise_strided, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_depthwise_with_multiplier, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_groups, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_groups_thnn, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_pad_same, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_pad_same_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_pad_valid, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_padding, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_reflect_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_replicate_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_strided, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_zero_batch, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv2d_zeros_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_1x1x1_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_circular_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_dilated_strided, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_groups, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_pad_same, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_pad_same_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_pad_valid, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_replicate_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_stride, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_stride_padding, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_zero_batch, test/test_jit.py::TestJitGeneratedModule::test_nn_Conv3d_zeros_stride2_pad2, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose1d, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose1d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose1d_groups, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose1d_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose2d, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose2d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose2d_groups, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose2d_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose3d, test/test_jit.py::TestJitGeneratedModule::test_nn_ConvTranspose3d_dilated, test/test_jit.py::TestJitGeneratedModule::test_nn_CosineEmbeddingLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_CosineEmbeddingLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_CosineEmbeddingLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_CrossMapLRN2d, test/test_jit.py::TestJitGeneratedModule::test_nn_ELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Embedding, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_discontiguous, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_max, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_max_padding_idx, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_mean_padding_idx, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_sparse, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_EmbeddingBag_sum_padding_idx, test/test_jit.py::TestJitGeneratedModule::test_nn_Embedding_discontiguous, test/test_jit.py::TestJitGeneratedModule::test_nn_Embedding_sparse, test/test_jit.py::TestJitGeneratedModule::test_nn_Flatten, test/test_jit.py::TestJitGeneratedModule::test_nn_Flatten_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Fold, test/test_jit.py::TestJitGeneratedModule::test_nn_Fold_int_input, test/test_jit.py::TestJitGeneratedModule::test_nn_Fold_no_batch_dim_input, test/test_jit.py::TestJitGeneratedModule::test_nn_Fold_no_batch_dim_int_input, test/test_jit.py::TestJitGeneratedModule::test_nn_GELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_GLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_GRUCell, test/test_jit.py::TestJitGeneratedModule::test_nn_Hardshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Hardsigmoid_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Hardswish_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Hardtanh_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_margin_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_HingeEmbeddingLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_delta, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_HuberLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_log_target, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_scalar_log_target, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_with_log_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_with_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce_complex, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_LSTMCell, test/test_jit.py::TestJitGeneratedModule::test_nn_LayerNorm_3d_no_affine_large_feature, test/test_jit.py::TestJitGeneratedModule::test_nn_LeakyReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Linear, test/test_jit.py::TestJitGeneratedModule::test_nn_Linear_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Linear_no_bias, test/test_jit.py::TestJitGeneratedModule::test_nn_LogSigmoid_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MSELoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MarginRankingLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_Mish_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_0d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_1d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_index_neg, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_1d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_margin_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_p_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiheadAttention, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights_ignore_index_neg, test/test_jit.py::TestJitGeneratedModule::test_nn_PReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_broadcast_lhs, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_broadcast_rhs, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_with_non_default_args, test/test_jit.py::TestJitGeneratedModule::test_nn_PixelShuffle, test/test_jit.py::TestJitGeneratedModule::test_nn_PixelUnshuffle, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_RNNCell, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_with_up_down, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_with_up_down_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_ReLU6_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_ReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d_complex, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SiLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Sigmoid_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_beta, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_zero_beta, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_Softplus_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Softshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Softsign_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Tanh_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Tanhshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Threshold_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Transformer, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerDecoderLayer_gelu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerDecoderLayer_relu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerEncoderLayer_gelu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerEncoderLayer_relu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_Transformer_multilayer_coder, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_Unflatten_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Unfold, test/test_jit.py::TestJitGeneratedModule::test_nn_Unfold_int_input, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_shared_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_skewed_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_skewed_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_tuple_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_shared_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_skewed_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_skewed_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_tuple_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_scale_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_scale_1d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_tuple_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_1d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d_launch_configs, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_3d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_3d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_scale_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_scale_3d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_tuple_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_tuple_3d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_dim0, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_dim3, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_lastdim, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_spatial, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_spatial_special, test/test_jit.py::TestJitGeneratedModule::test_nn_multimarginloss_1d_input_0d_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_dim0, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_dim3, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_lastdim, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_lastdim_dtype, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial_dtype, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial_special, test/test_jit.py::TestProducerVersion::test_version 2025-07-24T05:08:36.6504090Z 2025-07-24T05:08:38.5804390Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-07-24 05:08:38.580225] 2025-07-24T05:08:38.5804830Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:08:38.5806390Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:08:38.580514] 2025-07-24T05:08:40.9649060Z 2025-07-24T05:08:40.9650190Z torch_np/numpy_tests/core/test_indexing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_indexing_1.1_436ed68804d0e0db_.log 2025-07-24T05:08:40.9668070Z Running 67 items in this shard: test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_assignment_value_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_list, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_onedim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_indexing_twodim, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_boolean_shape_mismatch, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broaderrors_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_broken_sequence_not_nd_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_ellipsis_index_2, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_fancy_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_empty_tuple_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_everything_returns_views, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_array_to_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_index_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_negative_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_indexing_array_weird_strides, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_memory_order, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_none_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_nontuple_ndindex, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reverse_strides_and_subspace_bufferinit, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_reversed_strides_result_allocation, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_same_kind_index_casting, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_scalar_array_bool, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_bool_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_single_int_index, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_slicing_no_floats, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_small_regressions, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index2_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_False_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_32_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_1, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_advanced_indices_index_True_num_40_original_ndim_32, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_too_many_fancy_indices_special_case, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_not_possible, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_trivial_fancy_out_of_bounds, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_tuple_subclass, test/torch_np/numpy_tests/core/test_indexing.py::TestIndexing::test_uncontiguous_subspace_assignment, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index0, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index1, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_error_reports_correct_shape_index2, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_broadcast_subspace, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_index_is_larger, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepend_not_one, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_prepending_ones, test/torch_np/numpy_tests/core/test_indexing.py::TestBroadcastedAssignments::test_simple_broadcasting_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFancyIndexingCast::test_boolean_index_cast_assign, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_1d, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_boolean, test/torch_np/numpy_tests/core/test_indexing.py::TestMultiIndexingAutomated::test_multidim, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_non_integer_sequence_multiplication, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_reduce_axis_float_index, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_indexing, test/torch_np/numpy_tests/core/test_indexing.py::TestFloatNonIntegerArgument::test_valid_slicing, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_bool_as_int_argument_errors, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_fast_path, test/torch_np/numpy_tests/core/test_indexing.py::TestBooleanIndexing::test_boolean_indexing_weirdness, test/torch_np/numpy_tests/core/test_indexing.py::TestArrayToIndexDeprecation::test_array_to_index_error, test/torch_np/numpy_tests/core/test_indexing.py::TestNonIntegerArrayLike::test_basic, test/torch_np/numpy_tests/core/test_indexing.py::TestMultipleEllipsisError::test_basic 2025-07-24T05:08:40.9685360Z 2025-07-24T05:08:42.9709890Z Running torch_np/numpy_tests/lib/test_type_check 1/1 ... [2025-07-24 05:08:42.970829] 2025-07-24T05:08:42.9710280Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:08:42.9714070Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_type_check.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:08:42.971184] 2025-07-24T05:08:45.2364170Z 2025-07-24T05:08:45.2365240Z torch_np/numpy_tests/lib/test_type_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_type_check_1.1_f66bed008d1cc821_.log 2025-07-24T05:08:45.2378890Z Running 50 items in this shard: test/torch_np/numpy_tests/lib/test_type_check.py::TestCommonType::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_1, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_2, test/torch_np/numpy_tests/lib/test_type_check.py::TestMintypecode::test_default_3, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsscalar::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestReal::test_cmplx, test/torch_np/numpy_tests/lib/test_type_check.py::TestReal::test_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestImag::test_cmplx, test/torch_np/numpy_tests/lib/test_type_check.py::TestImag::test_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplex::test_fail, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplex::test_pass, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_fail, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_isreal_real, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsreal::test_pass, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_list, test/torch_np/numpy_tests/lib/test_type_check.py::TestIscomplexobj::test_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsrealobj::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_complex, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_complex1, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsnan::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_complex, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_complex1, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsfinite::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_goodvalues, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_ind, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_neginf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_neginf_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_posinf, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsinf::test_posinf_scalar, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsposinf::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestIsneginf::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_array, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_bad, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_bad2, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_complex_good, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_do_not_rewrite_previous_keyword, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_float, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_generic, test/torch_np/numpy_tests/lib/test_type_check.py::TestNanToNum::test_integer, test/torch_np/numpy_tests/lib/test_type_check.py::TestRealIfClose::test_basic, test/torch_np/numpy_tests/lib/test_type_check.py::TestArrayConversion::test_asfarray 2025-07-24T05:08:45.2389350Z 2025-07-24T05:08:47.2722930Z Running lazy/test_reuse_ir 1/1 ... [2025-07-24 05:08:47.272112] 2025-07-24T05:08:47.2723630Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:08:47.2726930Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:08:47.272403] 2025-07-24T05:08:49.6876980Z 2025-07-24T05:08:49.6877660Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_7a5ef1fc32361f85_.log 2025-07-24T05:08:49.6879040Z Running 4 items in this shard: test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAdd, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSub, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSubFallback, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testBatchNorm 2025-07-24T05:08:49.6879840Z 2025-07-24T05:08:51.7520680Z Running torch_np/numpy_tests/lib/test_histograms 1/1 ... [2025-07-24 05:08:51.751901] 2025-07-24T05:08:51.7521120Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:08:51.7523260Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_histograms.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:08:51.752215] 2025-07-24T05:08:54.1866210Z 2025-07-24T05:08:54.1867500Z torch_np/numpy_tests/lib/test_histograms 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_histograms_1.1_64332bce37ade3b6_.log 2025-07-24T05:08:54.1882220Z Running 60 items in this shard: test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_arr_weights_mismatch, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_big_arrays, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_bin_array_dims, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_bin_edge_cases, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_bool_conversion, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_density, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_empty, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_error_binnum_type, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_exotic_weights, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_f32_rounding, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_finite_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_histogram_bin_edges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_invalid_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_last_bin_inclusive_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_no_side_effects, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_object_array_of_0d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_one_bin, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_outliers, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_precision, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_signed_overflow_bounds, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_signed_overflow_bounds_2, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_simple, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_some_nan_values, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_type, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_unsigned_monotonicity_check, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogram::test_weights, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_empty, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_incorrect_methods, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_limited_variance, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_novariance, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_outlier, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_scott_vs_stone, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_auto, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_doane, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_fd, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_rice, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_scott, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_stone, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_signed_integer_data_bins_sturges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_simple, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_simple_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_simple_weighted, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramOptimBinNums::test_small, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_bins_array, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_bins_error_2, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_bins_errors, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_density_non_uniform_1d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_density_non_uniform_2d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_edge_dtype, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_empty, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_equal_edges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_finite_range, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_identical_samples, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_inf_edges, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_large_integers, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_rightmost_binedge, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_shape_3d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_shape_4d, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_simple, test/torch_np/numpy_tests/lib/test_histograms.py::TestHistogramdd::test_weights 2025-07-24T05:08:54.1896130Z 2025-07-24T05:08:56.1572200Z Running torch_np/numpy_tests/linalg/test_linalg 1/1 ... [2025-07-24 05:08:56.157038] 2025-07-24T05:08:56.1572710Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:08:56.1574430Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'torch_np/numpy_tests/linalg/test_linalg.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:08:56.157335] 2025-07-24T05:09:01.3340510Z 2025-07-24T05:09:01.3341930Z torch_np/numpy_tests/linalg/test_linalg 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.linalg.test_linalg_1.1_b9632618462b66a9_.log 2025-07-24T05:09:01.3405490Z Running 268 items in this shard: test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_0_size_k, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_empty_identity, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_generalized_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_generalized_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_basic_nonsvd, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_nan, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_singular, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_stacked_singular, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_empty_nonsq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_generalized_empty_nonsq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestPinv::test_generalized_nonsq_cases, 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test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_two_arguments_and_out, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_first_and_last_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_first_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_last_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_non_square_handling_arr0_ind_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_non_square_handling_arr1_ind_1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_ind_limit_ind_-2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_ind_limit_ind_0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_result, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_shape_shape0_ind_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_shape_shape1_ind_1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_non_square_handling_a0_axes0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_non_square_handling_a1_axes1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_blas64_dot, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_blas64_geqrf_lwork_smoketest, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_unsupported_commontype 2025-07-24T05:09:01.3468600Z 2025-07-24T05:09:03.3301350Z Running test_dataloader 1/2 ... [2025-07-24 05:09:03.330034] 2025-07-24T05:09:03.3301650Z SCRIBE_GRAPHQL_ACCESS_TOKEN is NOT set 2025-07-24T05:09:03.3304260Z Executing ['/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/python', '-bb', 'test_dataloader.py', '-m', 'not serial', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-07-24 05:09:03.330329] 2025-07-24T05:09:44.5028480Z 2025-07-24T05:09:44.5029520Z test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_1.1_8819a600167f91d8_.log 2025-07-24T05:09:44.5797360Z Running 3054 items in this shard: test/test_sparse.py::TestSparseLegacyAndDeprecation::test_legacy_warnings, test/test_sparse.py::TestSparseOneOff::test_cuda_from_cpu, test/test_sparse.py::TestSparseOneOff::test_cuda_sparse_cpu_dense_add, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseBSR_float64, 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test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSC_cpu_complex32, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSC_cpu_complex64, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSC_cpu_float16, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSC_cpu_float32, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSC_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSC_cpu_int16, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSC_cpu_int32, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSC_cpu_int64, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSC_cpu_int8, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSC_cpu_uint8, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_bfloat16, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_bool, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_complex32, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_complex64, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_float16, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_float32, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_int16, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_int32, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_int64, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_int8, test/test_sparse.py::TestSparseAnyCPU::test_binary_operation_mul_SparseCSR_cpu_uint8, test/test_sparse.py::TestSparseAnyCPU::test_check_sparse_tensor_invariants_SparseBSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_check_sparse_tensor_invariants_SparseBSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_check_sparse_tensor_invariants_SparseCOO_cpu, test/test_sparse.py::TestSparseAnyCPU::test_check_sparse_tensor_invariants_SparseCSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_check_sparse_tensor_invariants_SparseCSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_autograd_SparseBSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_autograd_SparseBSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_autograd_SparseCOO_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_autograd_SparseCSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_autograd_SparseCSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_mismatched_pinned_memory_SparseBSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_mismatched_pinned_memory_SparseBSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_mismatched_pinned_memory_SparseCOO_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_mismatched_pinned_memory_SparseCSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_mismatched_pinned_memory_SparseCSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pin_memory_SparseBSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pin_memory_SparseBSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pin_memory_SparseCOO_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pin_memory_SparseCSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pin_memory_SparseCSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pin_memory_Strided_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pinned_memory_SparseBSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pinned_memory_SparseBSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pinned_memory_SparseCOO_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pinned_memory_SparseCSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pinned_memory_SparseCSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_constructor_pinned_memory_Strided_cpu, test/test_sparse.py::TestSparseAnyCPU::test_dataloader_SparseBSC_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_dataloader_SparseBSR_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_dataloader_SparseCOO_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_dataloader_SparseCSC_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_dataloader_SparseCSR_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_generate_simple_inputs_cpu, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSC_masked_fast_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSC_masked_fast_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSC_masked_slow_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSC_masked_slow_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSC_sparse_fast_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSC_sparse_fast_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSC_sparse_slow_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSC_sparse_slow_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSR_masked_fast_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSR_masked_fast_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSR_masked_slow_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSR_masked_slow_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSR_sparse_fast_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSR_sparse_fast_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSR_sparse_slow_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseBSR_sparse_slow_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCOO_masked_fast_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCOO_masked_fast_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCOO_masked_slow_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCOO_masked_slow_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCOO_sparse_fast_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCOO_sparse_fast_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCOO_sparse_slow_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCOO_sparse_slow_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSC_masked_fast_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSC_masked_fast_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSC_masked_slow_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSC_masked_slow_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSC_sparse_fast_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSC_sparse_fast_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSC_sparse_slow_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSC_sparse_slow_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSR_masked_fast_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSR_masked_fast_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSR_masked_slow_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSR_masked_slow_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSR_sparse_fast_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSR_sparse_fast_cpu_float64, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSR_sparse_slow_cpu_complex128, test/test_sparse.py::TestSparseAnyCPU::test_gradcheck_mm_SparseCSR_sparse_slow_cpu_float64, 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test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_SparseBSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_SparseCOO_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_SparseCSC_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_SparseCSR_cpu, test/test_sparse.py::TestSparseAnyCPU::test_unsupported_backend_error_message_values_Strided_cpu 2025-07-24T05:09:44.6533880Z 2025-07-24T05:12:27.7254740Z 2025-07-24T05:12:27.7255230Z test_decomp 4/4 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_4.4_17b40767861ab052_.log 2025-07-24T05:12:27.7677780Z Running 2271 items in this shard: test/test_decomp.py::TestDecompCPU::test_batch_norm_unflatten_weight_bias_cpu, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_H_cpu_float64, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_combinations_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_combinations_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_physical_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_physical_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_physical_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_conj_physical_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_constant_pad_nd_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_constant_pad_nd_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_contiguous_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_contiguous_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_contiguous_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_contiguous_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_contiguous_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_copysign_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_copysign_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_copysign_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_corrcoef_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_corrcoef_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_corrcoef_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_corrcoef_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cos_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cos_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cos_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cos_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cos_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cosh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cosh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cosh_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cosh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_count_nonzero_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_count_nonzero_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_count_nonzero_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_count_nonzero_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cov_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cross_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummax_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummin_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cummin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumprod_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumprod_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumsum_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_cumulative_trapezoid_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_deg2rad_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_embed_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_embed_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_embed_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_embed_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diag_embed_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_diagonal_scatter_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_diff_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_digamma_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_digamma_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_digamma_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_floor_rounding_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_floor_rounding_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_floor_rounding_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_floor_rounding_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_div_trunc_rounding_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_dot_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_dot_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_dot_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_double_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_double_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_dsplit_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_dstack_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_einsum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_like_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_permuted_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_empty_strided_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_eq_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_equal_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfc_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_erfinv_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp2_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp2_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_exp_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_as_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_expand_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_expm1_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_exponential_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_eye_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftshift_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftshift_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftshift_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_fftshift_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft2_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfft_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_hfftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft2_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifft_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ifftshift_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_ihfftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfft_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_irfftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft2_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft2_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fft_rfftn_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_fill_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_flatten_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_flip_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_fliplr_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_flipud_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_float_power_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_floor_divide_cpu_int32, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_gather_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_gcd_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_gcd_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_ge_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_ge_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_geometric_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_geometric_cpu_int32, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_binary_return_by_ref_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_unary_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_jiterator_unary_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_kron_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_kron_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_kron_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_kron_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_kthvalue_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_kthvalue_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_kthvalue_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_lcm_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_ldexp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_ldexp_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_le_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_le_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_lerp_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_lerp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_lgamma_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cholesky_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cholesky_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cholesky_ex_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_cross_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_det_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_diagonal_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eig_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigvalsh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_eigvalsh_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_inv_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_inv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_ldl_factor_ex_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lstsq_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_factor_ex_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_solve_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_solve_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_lu_solve_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_norm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_rank_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_rank_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_matrix_rank_hermitian_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_multi_dot_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_hermitian_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_hermitian_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_pinv_singular_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_slogdet_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_slogdet_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_solve_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_solve_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_solve_ex_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_solve_ex_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_solve_triangular_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_svd_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_svd_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_tensorinv_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vander_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vander_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vander_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vander_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linalg_vector_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_linspace_tensor_overload_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log10_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log1p_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_log_softmax_with_dtype_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logaddexp2_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logcumsumexp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logdet_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logdet_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_and_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_and_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_and_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_not_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_not_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_not_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_or_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_or_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_xor_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_xor_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_xor_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logical_xor_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_logit_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logit_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_logspace_cpu_complex64, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_lt_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_lt_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_lt_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_lu_solve_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mH_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_mT_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amax_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amax_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_masked_amin_cpu_int16, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_avg_pool1d_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_avg_pool2d_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_avg_pool2d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_binary_cross_entropy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_celu_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_channel_shuffle_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv1d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv2d_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv2d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv3d_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv3d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv3d_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose1d_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_conv_transpose3d_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_cosine_embedding_loss_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_cosine_embedding_loss_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_cosine_similarity_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_cross_entropy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_dropout2d_cpu_float16, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_gaussian_nll_loss_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_gelu_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_grid_sample_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hardshrink_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hardswish_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hardtanh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hinge_embedding_loss_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hinge_embedding_loss_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_hinge_embedding_loss_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_huber_loss_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_huber_loss_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_area_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_bicubic_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_bicubic_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_bilinear_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_bilinear_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_nearest_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_nearest_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_nn_functional_interpolate_nearest_cpu_uint8, 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test/test_decomp.py::TestDecompCPU::test_comprehensive_trapz_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_trapz_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_trapz_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_triangular_solve_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_triangular_solve_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_tril_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_tril_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_tril_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_tril_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_tril_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_triu_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_triu_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_triu_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_true_divide_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_true_divide_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_true_divide_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_true_divide_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_true_divide_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_true_divide_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_trunc_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_trunc_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unbind_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unflatten_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unflatten_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unfold_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_uniform_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_uniform_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_uniform_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_consecutive_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_consecutive_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_consecutive_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_cpu_uint64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unique_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unravel_index_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_chunk_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsafe_split_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_unsqueeze_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_mean_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_mean_unbiased_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_var_unbiased_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vdot_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vdot_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vdot_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_vdot_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_vdot_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_vdot_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_complex_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_as_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_float32, test/test_decomp.py::TestDecompCPU::test_comprehensive_view_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_vsplit_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_int32, test/test_decomp.py::TestDecompCPU::test_comprehensive_vstack_cpu_int8, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_comprehensive_where_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_xlogy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_comprehensive_xlogy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_xlogy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_float16, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_zero__cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_float64, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_int64, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_int16, test/test_decomp.py::TestDecompCPU::test_comprehensive_zeros_like_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick__batch_norm_with_update_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick__batch_norm_with_update_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick__chunk_cat_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick__native_batch_norm_legit_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick__native_batch_norm_legit_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick__unsafe_masked_index_put_accumulate_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick__upsample_bilinear2d_aa_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_abs_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_acos_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_acosh_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_add_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_addcdiv_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_addcmul_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_addmm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_addmm_decomposed_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_addmv_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_addr_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_alias_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_all_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_amax_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_amin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_aminmax_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_aminmax_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_aminmax_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_any_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_arange_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_copy_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_as_strided_scatter_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_asin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_atan2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_atan_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_atanh_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_baddbmm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_bernoulli_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_left_shift_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_not_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_or_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_or_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_or_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_right_shift_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_xor_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_xor_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_bitwise_xor_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_block_diag_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_bucketize_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_cat_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_cauchy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_ceil_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_clamp_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_clamp_max_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_clamp_min_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_clone_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_complex_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_conj_physical_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_conj_physical_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_constant_pad_nd_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_copysign_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_addcdiv_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_block_diag_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_clamp_max_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_clamp_min_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_dot_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_expand_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_linalg_cross_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_logaddexp2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_logit_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_mvlgamma_mvlgamma_p_1_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_mvlgamma_mvlgamma_p_5_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_hardswish_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_max_unpool2d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_max_unpool3d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_softshrink_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_nn_functional_unfold_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_norm_fro_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_norm_inf_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_rad2deg_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_rsub_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_sgn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_split_list_args_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_std_unbiased_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_sum_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_t_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_transpose_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_core_backward_triu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_cosh_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_count_nonzero_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_cumprod_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_cumsum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_deg2rad_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_diag_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_diag_embed_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_diagonal_scatter_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_digamma_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_dist_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_div_floor_rounding_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_div_floor_rounding_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_div_floor_rounding_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_div_no_rounding_mode_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_div_no_rounding_mode_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_div_no_rounding_mode_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_div_trunc_rounding_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_dot_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_dot_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_empty_like_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_empty_strided_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_eq_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_erf_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_erf_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_erf_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_erfc_cpu_int64, 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test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ifftn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfft_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_ihfftn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft2_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft2_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_fft_irfft_cpu_complex128, 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test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fmin_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_fmod_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_frac_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_frac_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_full_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_gcd_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_ge_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_geometric_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_gt_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_heaviside_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_hypot_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_hypot_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_i0_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_i0_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_igamma_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_igammac_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_index_add_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_index_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_index_fill_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_index_select_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_isin_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_isin_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_isinf_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_isnan_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_isneginf_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_isneginf_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_isposinf_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_isposinf_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_isposinf_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_isposinf_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_isposinf_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_item_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_lcm_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_le_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_le_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_le_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_le_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_lerp_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_lgamma_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_linalg_cross_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_linalg_diagonal_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_linspace_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_linspace_tensor_overload_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_log10_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_log1p_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_log2_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_log_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_log_normal_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_log_softmax_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_logaddexp2_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logaddexp_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_logaddexp_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logaddexp_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logical_and_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_logical_and_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_logical_not_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_logical_or_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logical_xor_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_logit_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_logit_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_logspace_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_logsumexp_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_logsumexp_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_lt_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_lt_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_masked_fill_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_maximum_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_mean_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_mean_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_mean_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_list_of_tensors_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_meshgrid_variadic_tensors_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_minimum_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_minimum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_minimum_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_mul_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_mv_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_1_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_1_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_1_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_3_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_mvlgamma_mvlgamma_p_5_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_nan_to_num_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_nan_to_num_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_nansum_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_narrow_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_native_batch_norm_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_native_dropout_backward_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_native_dropout_backward_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_native_layer_norm_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_ne_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_ne_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_ne_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_neg_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_new_empty_strided_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_new_full_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_new_ones_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_new_zeros_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_nextafter_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_binary_cross_entropy_with_logits_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_elu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_embedding_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_glu_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardshrink_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardsigmoid_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardsigmoid_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardsigmoid_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_hardtanh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_huber_loss_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_logsigmoid_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool2d_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool2d_grad_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool2d_grad_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool3d_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_max_unpool3d_grad_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mish_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_mse_loss_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_pad_constant_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_relu_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_rrelu_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_silu_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_softshrink_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_softshrink_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_unfold_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_unfold_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_nn_functional_unfold_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_norm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_norm_fro_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_norm_fro_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_norm_fro_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_norm_inf_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_normal_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_normal_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_normal_in_place_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_ones_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_ones_like_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_permute_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_permute_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_permute_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_permute_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_polar_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_pow_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_prod_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_prod_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_rad2deg_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_randn_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_randn_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_randn_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_reciprocal_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_reciprocal_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_reciprocal_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_remainder_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_renorm_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_renorm_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_renorm_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_repeat_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_roll_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_rot90_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_round_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_round_decimals_0_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_rsqrt_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_rsqrt_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_rsqrt_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_rsqrt_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_rsqrt_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_rsqrt_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_rsub_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_select_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_select_scatter_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_select_scatter_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_sgn_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_sigmoid_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_signbit_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sinc_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sinh_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_slice_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_slice_scatter_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_slice_scatter_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_entr_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_special_entr_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_special_entr_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_erfcx_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_special_i0e_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_i1_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_special_i1_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_i1_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_i1_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_i1e_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_special_log_ndtr_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_special_log_ndtr_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtr_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_special_ndtri_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_special_xlog1py_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_special_zeta_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_split_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_split_with_sizes_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sqrt_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_squeeze_multiple_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_stack_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_std_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_unbiased_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_std_mean_unbiased_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_std_unbiased_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_std_unbiased_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_std_unbiased_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_sub_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_sum_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_t_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_t_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_tan_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_tanh_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_trace_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_trace_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_trace_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_transpose_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_transpose_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_tril_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_tril_indices_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_triu_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_triu_indices_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_trunc_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_trunc_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_unbind_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_unbind_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_unfold_copy_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_unfold_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_uniform_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_uniform_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_unsafe_split_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_unsqueeze_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_var_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_var_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_var_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_var_mean_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_var_mean_unbiased_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_var_unbiased_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_var_unbiased_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_vdot_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_vdot_cpu_uint8, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_float64, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_view_copy_cpu_int64, test/test_decomp.py::TestDecompCPU::test_quick_view_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_where_cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_xlogy_cpu_int16, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_int32, test/test_decomp.py::TestDecompCPU::test_quick_zero__cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_float32, test/test_decomp.py::TestDecompCPU::test_quick_zeros_cpu_int8, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_bfloat16, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_bool, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_complex128, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_complex32, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_complex64, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_float16, test/test_decomp.py::TestDecompCPU::test_quick_zeros_like_cpu_float64, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_GRU_eval_mode_cpu_float64, test/test_decomp.py::TestDecompCPU::test_rnn_decomp_module_nn_RNN_train_mode_cpu_float32, test/test_decomp.py::DecompOneOffTestsCPU::test_contiguous_softmax_cpu, test/test_decomp.py::DecompOneOffTestsCPU::test_exponential_non_inf_cpu, test/test_decomp.py::DecompOneOffTestsCPU::test_native_layer_norm_cpu_decomp_cpu, test/test_decomp.py::DecompOneOffTestsCPU::test_rms_norm_decomp_cuda_cpu, test/test_decomp.py::DecompOneOffTestsCPU::test_sdpa_nn_functional_scaled_dot_product_attention_cpu_float32, test/test_decomp.py::DecompOneOffTestsCPU::test_sdpa_nn_functional_scaled_dot_product_attention_cpu_float64 2025-07-24T05:12:27.8072080Z 2025-07-24T05:18:35.6180350Z 2025-07-24T05:18:35.6180870Z test_dataloader 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_dataloader_1.2_a006c3ef1fc97380_.log 2025-07-24T05:18:35.6201960Z Running 95 items in this shard: test/test_dataloader.py::TestDatasetRandomSplit::test_incomplete_fractional_splits, test/test_dataloader.py::TestDatasetRandomSplit::test_slicing_of_subset_of_subset, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_are_mutually_exclusive, test/test_dataloader.py::TestDatasetRandomSplit::test_splits_indexing_type, test/test_dataloader.py::TestTensorDataset::test_getitem, test/test_dataloader.py::TestTensorDataset::test_len, test/test_dataloader.py::TestTensorDataset::test_many_tensors, test/test_dataloader.py::TestStackDataset::test_getitem, test/test_dataloader.py::TestStackDataset::test_getitems, test/test_dataloader.py::TestStackDataset::test_getitems_raises_index_error, test/test_dataloader.py::TestStackDataset::test_getitems_value_error, test/test_dataloader.py::TestStackDataset::test_mixed, test/test_dataloader.py::TestStackDataset::test_single, test/test_dataloader.py::TestStackDataset::test_size_mismatch, test/test_dataloader.py::TestConcatDataset::test_concat_two_non_singletons, test/test_dataloader.py::TestConcatDataset::test_concat_two_non_singletons_with_empty, test/test_dataloader.py::TestConcatDataset::test_iterable_dataset_err, test/test_dataloader.py::TestDataLoader::test_builtin_collection_conversion, test/test_dataloader.py::TestDataLoader::test_default_collate_bad_numpy_types, test/test_dataloader.py::TestDataLoader::test_default_collate_mapping_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_sequence_keep_type, test/test_dataloader.py::TestDataLoader::test_default_collate_shared_tensor, test/test_dataloader.py::TestDataLoader::test_default_convert_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoader::test_duplicating_data_with_drop_last, test/test_dataloader.py::TestDataLoader::test_error, test/test_dataloader.py::TestDataLoader::test_error_in_init, test/test_dataloader.py::TestDataLoader::test_excessive_thread_creation_warning, test/test_dataloader.py::TestDataLoader::test_fd_limit_exceeded, test/test_dataloader.py::TestDataLoader::test_get_worker_info, test/test_dataloader.py::TestDataLoader::test_invalid_assign_after_init, test/test_dataloader.py::TestDataLoader::test_iterable_style_dataset, test/test_dataloader.py::TestDataLoader::test_iterabledataset_len, test/test_dataloader.py::TestDataLoader::test_len, test/test_dataloader.py::TestDataLoader::test_multi_epochs_reproducibility, test/test_dataloader.py::TestDataLoader::test_multiprocessing_contexts, test/test_dataloader.py::TestDataLoader::test_multiprocessing_iterdatapipe_with_dill, test/test_dataloader.py::TestDataLoader::test_no_segfault, test/test_dataloader.py::TestDataLoader::test_numpy, test/test_dataloader.py::TestDataLoader::test_partial_workers, test/test_dataloader.py::TestDataLoader::test_random_sampler, test/test_dataloader.py::TestDataLoader::test_random_sampler_len_with_replacement, test/test_dataloader.py::TestDataLoader::test_random_sampler_len_without_replacement, test/test_dataloader.py::TestDataLoader::test_sampler, test/test_dataloader.py::TestDataLoader::test_sampler_reproducibility, test/test_dataloader.py::TestDataLoader::test_seqential_batch_workers, test/test_dataloader.py::TestDataLoader::test_seqential_batch_workers_prefetch, test/test_dataloader.py::TestDataLoader::test_shuffle, test/test_dataloader.py::TestDataLoader::test_shuffle_batch, test/test_dataloader.py::TestDataLoader::test_worker_init_fn, test/test_dataloader.py::TestDictDataLoader::test_pin_memory_with_only_device, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_batch_sampler, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_dataset_not_reset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_bad_numpy_types, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_dtype, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_mapping_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_numpy_memmap, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_collate_sequence_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_convert_sequence_dont_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_default_convert_sequence_keep_type, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_duplicating_data_with_drop_last, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_error, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_get_worker_info, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_invalid_ctor_args_combinations, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_iterable_style_dataset, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_iterabledataset_len, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_large_sampler_indices, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_multiprocessing_iterdatapipe, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_numpy_scalars, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_partial_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_random_sampler, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_segfault, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_seqential_batch_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_seqential_batch_workers_prefetch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_sequential_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_none, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_batch_workers_prefetch, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_pin_memory, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_shuffle_workers, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_timeout, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_worker_init_fn, test/test_dataloader.py::TestDataLoaderPersistentWorkers::test_worker_seed_reproducibility, test/test_dataloader.py::TestNamedTupleDataLoader::test_dataloader_with_namedtuple, test/test_dataloader.py::TestCustomPinFn::test_custom_batch_pin, test/test_dataloader.py::TestConvAfterFork::test_conv_after_fork, test/test_dataloader.py::TestOutOfOrderDataLoader::test_in_order_index_ds, test/test_dataloader.py::TestOutOfOrderDataLoader::test_out_of_order_index_ds, test/test_dataloader.py::TestOutOfOrderDataLoader::test_out_of_order_iterable_ds, test/test_dataloader.py::TestDataLoaderDeviceTypeCPU::test_nested_tensor_multiprocessing_context_fork_cpu, test/test_dataloader.py::TestDataLoaderDeviceTypeCPU::test_nested_tensor_multiprocessing_context_spawn_cpu, test/test_dataloader.py::TestDataLoaderDeviceTypeCPU::test_sparse_tensor_multiprocessing_context_fork_cpu, test/test_dataloader.py::TestDataLoaderDeviceTypeCPU::test_sparse_tensor_multiprocessing_context_forkserver_cpu 2025-07-24T05:18:35.6222050Z 2025-07-24T05:18:36.0722680Z Running test batch 'tests to run' cost 4624.78 seconds 2025-07-24T05:18:36.4896610Z 2025-07-24T05:18:36.4896920Z real 77m8.352s 2025-07-24T05:18:36.4897100Z user 176m45.158s 2025-07-24T05:18:36.4897250Z sys 26m25.314s 2025-07-24T05:18:36.4897400Z + assert_git_not_dirty 2025-07-24T05:18:36.4897580Z + [[ macos-py3-arm64 != *rocm* ]] 2025-07-24T05:18:36.4897780Z + [[ macos-py3-arm64 != *xla* ]] 2025-07-24T05:18:36.4904590Z ++ git status --porcelain 2025-07-24T05:18:36.4905310Z ++ grep -v '?? third_party' 2025-07-24T05:18:40.8311360Z ++ true 2025-07-24T05:18:40.8312830Z + git_status= 2025-07-24T05:18:40.8313000Z + [[ -n '' ]] 2025-07-24T05:18:40.8313260Z + [[ 1 == 1 ]] 2025-07-24T05:18:40.8314230Z + test_libtorch 2025-07-24T05:18:40.8314390Z + [[ 0 == \1 ]] 2025-07-24T05:18:40.8314530Z + test_custom_script_ops 2025-07-24T05:18:40.8314700Z + print_cmake_info 2025-07-24T05:18:40.8317160Z ++ which cmake 2025-07-24T05:18:40.8329850Z + CMAKE_EXEC=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/cmake 2025-07-24T05:18:40.8330290Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/cmake 2025-07-24T05:18:40.8330650Z + echo /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/cmake 2025-07-24T05:18:40.8332920Z ++ dirname /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/cmake 2025-07-24T05:18:40.8395600Z + CONDA_INSTALLATION_DIR=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin 2025-07-24T05:18:40.8396080Z + ls -la /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/../lib 2025-07-24T05:18:40.8496260Z total 0 2025-07-24T05:18:40.8496760Z drwxr-xr-x 3 ec2-user staff 96 Jul 24 04:00 . 2025-07-24T05:18:40.8497020Z drwxr-xr-x 8 ec2-user staff 256 Jul 24 04:01 .. 2025-07-24T05:18:40.8497280Z drwxr-xr-x 3 ec2-user staff 96 Jul 24 04:00 python3.12 2025-07-24T05:18:40.8497560Z + echo 'Testing custom script operators' 2025-07-24T05:18:40.8497780Z + pushd test/custom_operator 2025-07-24T05:18:40.8497970Z Testing custom script operators 2025-07-24T05:18:40.8498160Z + rm -rf build 2025-07-24T05:18:40.8498430Z ~/runner/_work/pytorch/pytorch/test/custom_operator ~/runner/_work/pytorch/pytorch 2025-07-24T05:18:40.8527560Z + mkdir build 2025-07-24T05:18:40.8548850Z + pushd build 2025-07-24T05:18:40.8549290Z ~/runner/_work/pytorch/pytorch/test/custom_operator/build ~/runner/_work/pytorch/pytorch/test/custom_operator ~/runner/_work/pytorch/pytorch 2025-07-24T05:18:40.8552380Z ++ python -c 'from distutils.sysconfig import get_python_lib; print(get_python_lib())' 2025-07-24T05:18:40.9415120Z + SITE_PACKAGES=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages 2025-07-24T05:18:40.9415690Z + CMAKE_PREFIX_PATH=/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch 2025-07-24T05:18:40.9416160Z + /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/bin/cmake .. 2025-07-24T05:18:41.2503860Z -- The C compiler identification is AppleClang 15.0.0.15000309 2025-07-24T05:18:41.3139060Z -- The CXX compiler identification is AppleClang 15.0.0.15000309 2025-07-24T05:18:41.3484270Z -- Detecting C compiler ABI info 2025-07-24T05:18:41.4881380Z -- Detecting C compiler ABI info - done 2025-07-24T05:18:41.4917950Z -- Check for working C compiler: /Library/Developer/CommandLineTools/usr/bin/clang - skipped 2025-07-24T05:18:41.4926940Z -- Detecting C compile features 2025-07-24T05:18:41.4935850Z -- Detecting C compile features - done 2025-07-24T05:18:41.5148260Z -- Detecting CXX compiler ABI info 2025-07-24T05:18:41.6130560Z -- Detecting CXX compiler ABI info - done 2025-07-24T05:18:41.6168230Z -- Check for working CXX compiler: /Library/Developer/CommandLineTools/usr/bin/clang++ - skipped 2025-07-24T05:18:41.6170320Z -- Detecting CXX compile features 2025-07-24T05:18:41.6173760Z -- Detecting CXX compile features - done 2025-07-24T05:18:41.6639610Z CMake Warning at /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/share/cmake/Torch/TorchConfig.cmake:22 (message): 2025-07-24T05:18:41.6640190Z static library kineto_LIBRARY-NOTFOUND not found. 2025-07-24T05:18:41.6640440Z Call Stack (most recent call first): 2025-07-24T05:18:41.6640960Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/share/cmake/Torch/TorchConfig.cmake:125 (append_torchlib_if_found) 2025-07-24T05:18:41.6641450Z CMakeLists.txt:9 (find_package) 2025-07-24T05:18:41.6641580Z 2025-07-24T05:18:41.6641590Z 2025-07-24T05:18:41.6643040Z -- Found Torch: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib/libtorch.dylib 2025-07-24T05:18:41.6644610Z -- Configuring done (0.5s) 2025-07-24T05:18:41.6781670Z -- Generating done (0.0s) 2025-07-24T05:18:41.6808680Z -- Build files have been written to: /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build 2025-07-24T05:18:41.6847750Z + make VERBOSE=1 2025-07-24T05:18:41.6901250Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/cmake/data/bin/cmake -S/Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator -B/Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build --check-build-system CMakeFiles/Makefile.cmake 0 2025-07-24T05:18:41.6949740Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_progress_start /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build/CMakeFiles /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build//CMakeFiles/progress.marks 2025-07-24T05:18:41.6987440Z /Library/Developer/CommandLineTools/usr/bin/make -f CMakeFiles/Makefile2 all 2025-07-24T05:18:41.7001920Z /Library/Developer/CommandLineTools/usr/bin/make -f CMakeFiles/custom_ops.dir/build.make CMakeFiles/custom_ops.dir/depend 2025-07-24T05:18:41.7017370Z cd /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build && /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_depends "Unix Makefiles" /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build/CMakeFiles/custom_ops.dir/DependInfo.cmake "--color=" 2025-07-24T05:18:41.7079810Z /Library/Developer/CommandLineTools/usr/bin/make -f CMakeFiles/custom_ops.dir/build.make CMakeFiles/custom_ops.dir/build 2025-07-24T05:18:41.7148290Z [ 25%] Building CXX object CMakeFiles/custom_ops.dir/op.cpp.o 2025-07-24T05:18:41.7151540Z /Library/Developer/CommandLineTools/usr/bin/clang++ -Dcustom_ops_EXPORTS -isystem /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -isystem /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -std=gnu++17 -arch arm64 -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -mmacosx-version-min=11.1 -fPIC -F/Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks -MD -MT CMakeFiles/custom_ops.dir/op.cpp.o -MF CMakeFiles/custom_ops.dir/op.cpp.o.d -o CMakeFiles/custom_ops.dir/op.cpp.o -c /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/op.cpp 2025-07-24T05:18:45.7014580Z [ 50%] Linking CXX shared library libcustom_ops.dylib 2025-07-24T05:18:45.7016060Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_link_script CMakeFiles/custom_ops.dir/link.txt --verbose=1 2025-07-24T05:18:45.7053740Z /Library/Developer/CommandLineTools/usr/bin/clang++ -arch arm64 -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -mmacosx-version-min=11.1 -dynamiclib -Wl,-headerpad_max_install_names -o libcustom_ops.dylib -install_name @rpath/libcustom_ops.dylib CMakeFiles/custom_ops.dir/op.cpp.o -F/Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks -Wl,-rpath,/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib/libc10.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib/libtorch.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib/libtorch_cpu.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib/libc10.dylib -Xlinker -framework -Xlinker Metal -Xlinker -framework -Xlinker MetalPerformanceShaders -Xlinker -framework -Xlinker Foundation -Xlinker -framework -Xlinker Accelerate 2025-07-24T05:18:45.8164000Z [ 50%] Built target custom_ops 2025-07-24T05:18:45.8165490Z /Library/Developer/CommandLineTools/usr/bin/make -f CMakeFiles/test_custom_ops.dir/build.make CMakeFiles/test_custom_ops.dir/depend 2025-07-24T05:18:45.8182780Z cd /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build && /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_depends "Unix Makefiles" /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build/CMakeFiles/test_custom_ops.dir/DependInfo.cmake "--color=" 2025-07-24T05:18:45.8242400Z /Library/Developer/CommandLineTools/usr/bin/make -f CMakeFiles/test_custom_ops.dir/build.make CMakeFiles/test_custom_ops.dir/build 2025-07-24T05:18:45.8309440Z [ 75%] Building CXX object CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o 2025-07-24T05:18:45.8312800Z /Library/Developer/CommandLineTools/usr/bin/clang++ -isystem /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include -isystem /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/include/torch/csrc/api/include -std=gnu++17 -arch arm64 -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -mmacosx-version-min=11.1 -F/Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks -MD -MT CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o -MF CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o.d -o CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o -c /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/test_custom_ops.cpp 2025-07-24T05:18:49.3651940Z [100%] Linking CXX executable test_custom_ops 2025-07-24T05:18:49.3653480Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_link_script CMakeFiles/test_custom_ops.dir/link.txt --verbose=1 2025-07-24T05:18:49.3691490Z /Library/Developer/CommandLineTools/usr/bin/clang++ -arch arm64 -isysroot /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk -mmacosx-version-min=11.1 -Wl,-search_paths_first -Wl,-headerpad_max_install_names CMakeFiles/test_custom_ops.dir/test_custom_ops.cpp.o -o test_custom_ops -F/Library/Developer/CommandLineTools/SDKs/MacOSX14.sdk/System/Library/Frameworks -Wl,-rpath,/Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build -Wl,-rpath,/Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib libcustom_ops.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib/libtorch.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib/libtorch_cpu.dylib /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib/libc10.dylib -Xlinker -framework -Xlinker Metal -Xlinker -framework -Xlinker MetalPerformanceShaders -Xlinker -framework -Xlinker Foundation -Xlinker -framework -Xlinker Accelerate /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/lib/libc10.dylib 2025-07-24T05:18:49.4567840Z [100%] Built target test_custom_ops 2025-07-24T05:18:49.4571120Z /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/cmake/data/bin/cmake -E cmake_progress_start /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/build/CMakeFiles 0 2025-07-24T05:18:49.4611340Z + popd 2025-07-24T05:18:49.4611510Z + python test_custom_ops.py -v 2025-07-24T05:18:49.4611840Z ~/runner/_work/pytorch/pytorch/test/custom_operator ~/runner/_work/pytorch/pytorch 2025-07-24T05:18:50.9355960Z /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/pointwise.py:11: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch. 2025-07-24T05:18:50.9357510Z @torch.library.impl_abstract("custom::cos") 2025-07-24T05:18:50.9618860Z /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/pointwise.py:17: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch. 2025-07-24T05:18:50.9620160Z @torch.library.impl_abstract("custom::tan") 2025-07-24T05:18:50.9688150Z 2025-07-24T05:18:50.9688250Z Running tests... 2025-07-24T05:18:50.9688510Z ---------------------------------------------------------------------- 2025-07-24T05:18:50.9688920Z Test results will be stored in test-reports/python-unittest/test_custom_ops 2025-07-24T05:18:51.1187780Z test_abstract_impl_pystub_faketensor (__main__.TestCustomOperators.test_abstract_impl_pystub_faketensor) ... /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/my_custom_ops.py:9: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch. 2025-07-24T05:18:51.1188890Z @torch.library.impl_abstract("custom::nonzero") 2025-07-24T05:18:51.1323410Z /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/my_custom_ops.py:13: FutureWarning: `create_unbacked_symint` is deprecated, please use `new_dynamic_size` instead 2025-07-24T05:18:51.1323970Z nnz = ctx.create_unbacked_symint() 2025-07-24T05:18:51.1362950Z ok (0.167s) 2025-07-24T05:18:51.1379990Z test_abstract_impl_pystub_meta (__main__.TestCustomOperators.test_abstract_impl_pystub_meta) ... /Users/ec2-user/runner/_work/pytorch/pytorch/test/custom_operator/my_custom_ops2.py:9: FutureWarning: `torch.library.impl_abstract` was renamed to `torch.library.register_fake`. Please use that instead; we will remove `torch.library.impl_abstract` in a future version of PyTorch. 2025-07-24T05:18:51.1381010Z @torch.library.impl_abstract("custom::sin") 2025-07-24T05:18:51.1389490Z ok (0.003s) 2025-07-24T05:18:51.1396900Z test_calling_custom_op (__main__.TestCustomOperators.test_calling_custom_op) ... ok (0.001s) 2025-07-24T05:18:51.1596030Z test_calling_custom_op_inside_script_module (__main__.TestCustomOperators.test_calling_custom_op_inside_script_module) ... ok (0.020s) 2025-07-24T05:18:51.1599600Z test_calling_custom_op_string (__main__.TestCustomOperators.test_calling_custom_op_string) ... ok (0.000s) 2025-07-24T05:18:51.1611140Z test_calling_custom_op_with_autograd (__main__.TestCustomOperators.test_calling_custom_op_with_autograd) ... /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages/torch/autograd/graph.py:829: UserWarning: Using backward() with create_graph=True will create a reference cycle between the parameter and its gradient which can cause a memory leak. We recommend using autograd.grad when creating the graph to avoid this. If you have to use this function, make sure to reset the .grad fields of your parameters to None after use to break the cycle and avoid the leak. (Triggered internally at /Users/ec2-user/runner/_work/pytorch/pytorch/torch/csrc/autograd/engine.cpp:1296.) 2025-07-24T05:18:51.1613040Z return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass 2025-07-24T05:18:51.1615340Z ok (0.002s) 2025-07-24T05:18:51.1618840Z test_calling_custom_op_with_autograd_in_nograd_mode (__main__.TestCustomOperators.test_calling_custom_op_with_autograd_in_nograd_mode) ... ok (0.000s) 2025-07-24T05:18:51.1620280Z test_custom_library_is_loaded (__main__.TestCustomOperators.test_custom_library_is_loaded) ... ok (0.000s) 2025-07-24T05:18:51.1861750Z test_dynamo_pystub_suggestion (__main__.TestCustomOperators.test_dynamo_pystub_suggestion) ... ok (0.024s) 2025-07-24T05:18:51.1866330Z test_op_with_incorrect_abstract_impl_pystub (__main__.TestCustomOperators.test_op_with_incorrect_abstract_impl_pystub) ... ok (0.000s) 2025-07-24T05:18:51.1869280Z test_op_with_no_abstract_impl_pystub (__main__.TestCustomOperators.test_op_with_no_abstract_impl_pystub) ... ok (0.000s) 2025-07-24T05:18:51.1919720Z test_saving_and_loading_script_module_with_custom_op (__main__.TestCustomOperators.test_saving_and_loading_script_module_with_custom_op) ... ok (0.005s) 2025-07-24T05:18:51.1920200Z 2025-07-24T05:18:51.1920380Z ---------------------------------------------------------------------- 2025-07-24T05:18:51.1920620Z Ran 12 tests in 0.223s 2025-07-24T05:18:51.1920790Z 2025-07-24T05:18:51.1920840Z OK 2025-07-24T05:18:51.1920910Z 2025-07-24T05:18:51.1920970Z Generating XML reports... 2025-07-24T05:18:51.2018890Z Generated XML report: test-reports/python-unittest/test_custom_ops/TEST-TestCustomOperators-20250724051850.xml 2025-07-24T05:18:51.5283920Z + python model.py --export-script-module=model.pt 2025-07-24T05:18:52.2957110Z + build/test_custom_ops ./model.pt 2025-07-24T05:18:52.4943080Z [W724 05:18:52.694002000 engine.cpp:1296] Warning: Using backward() with create_graph=True will create a reference cycle between the parameter and its gradient which can cause a memory leak. We recommend using autograd.grad when creating the graph to avoid this. If you have to use this function, make sure to reset the .grad fields of your parameters to None after use to break the cycle and avoid the leak. (function operator()) 2025-07-24T05:18:52.5603750Z ok 2025-07-24T05:18:52.5617510Z + popd 2025-07-24T05:18:52.5617660Z ~/runner/_work/pytorch/pytorch 2025-07-24T05:18:52.5617870Z + assert_git_not_dirty 2025-07-24T05:18:52.5618050Z + [[ macos-py3-arm64 != *rocm* ]] 2025-07-24T05:18:52.5618240Z + [[ macos-py3-arm64 != *xla* ]] 2025-07-24T05:18:52.5624010Z ++ git status --porcelain 2025-07-24T05:18:52.5625360Z ++ grep -v '?? third_party' 2025-07-24T05:18:53.0205080Z ++ true 2025-07-24T05:18:53.0206330Z + git_status= 2025-07-24T05:18:53.0206490Z + [[ -n '' ]] 2025-07-24T05:18:53.0276790Z ##[group]Run cat test/**/*_toprint.log || true 2025-07-24T05:18:53.0277030Z cat test/**/*_toprint.log || true 2025-07-24T05:18:53.1057630Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:18:53.1057850Z env: 2025-07-24T05:18:53.1057990Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:18:53.1058160Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:18:53.1058350Z TEST_CONFIG: default 2025-07-24T05:18:53.1058490Z SHARD_NUMBER: 1 2025-07-24T05:18:53.1058620Z NUM_TEST_SHARDS: 3 2025-07-24T05:18:53.1058760Z PR_BODY: 2025-07-24T05:18:53.1058880Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:18:53.1059120Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:18:53.1059360Z ##[endgroup] 2025-07-24T05:18:53.1510450Z cat: test/**/*_toprint.log: No such file or directory 2025-07-24T05:18:53.1607090Z Prepare all required actions 2025-07-24T05:18:53.1607370Z Getting action download info 2025-07-24T05:18:53.3068050Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2025-07-24T05:18:53.4793170Z Download action repository 'actions/upload-artifact@v4' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02) 2025-07-24T05:18:53.7367790Z ##[group]Run ./.github/actions/upload-test-artifacts 2025-07-24T05:18:53.7368040Z with: 2025-07-24T05:18:53.7368160Z use-gha: true 2025-07-24T05:18:53.7368360Z file-suffix: test-default-1-3-macos-m1-stable_46614827190 2025-07-24T05:18:53.7368600Z s3-bucket: gha-artifacts 2025-07-24T05:18:53.7368750Z env: 2025-07-24T05:18:53.7368880Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:18:53.7369050Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:18:53.7369230Z TEST_CONFIG: default 2025-07-24T05:18:53.7369370Z SHARD_NUMBER: 1 2025-07-24T05:18:53.7369500Z NUM_TEST_SHARDS: 3 2025-07-24T05:18:53.7369650Z PR_BODY: 2025-07-24T05:18:53.7369780Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:18:53.7370020Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:18:53.7370260Z ##[endgroup] 2025-07-24T05:18:53.7418220Z ##[group]Run actions/upload-artifact@v4 2025-07-24T05:18:53.7418400Z with: 2025-07-24T05:18:53.7418650Z name: test-jsons-runattempt1-test-default-1-3-macos-m1-stable_46614827190.zip 2025-07-24T05:18:53.7418940Z retention-days: 14 2025-07-24T05:18:53.7419220Z if-no-files-found: warn 2025-07-24T05:18:53.7419380Z path: test/**/*.json 2025-07-24T05:18:53.7419520Z compression-level: 6 2025-07-24T05:18:53.7419670Z overwrite: false 2025-07-24T05:18:53.7419810Z include-hidden-files: false 2025-07-24T05:18:53.7419970Z env: 2025-07-24T05:18:53.7420170Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:18:53.7420330Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:18:53.7420510Z TEST_CONFIG: default 2025-07-24T05:18:53.7420660Z SHARD_NUMBER: 1 2025-07-24T05:18:53.7420800Z NUM_TEST_SHARDS: 3 2025-07-24T05:18:53.7420950Z PR_BODY: 2025-07-24T05:18:53.7421080Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:18:53.7421330Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:18:53.7421570Z ##[endgroup] 2025-07-24T05:18:54.1684200Z With the provided path, there will be 6 files uploaded 2025-07-24T05:18:54.1688100Z Artifact name is valid! 2025-07-24T05:18:54.1688830Z Root directory input is valid! 2025-07-24T05:18:54.2268150Z Beginning upload of artifact content to blob storage 2025-07-24T05:18:54.2815010Z Uploaded bytes 45847 2025-07-24T05:18:54.2964990Z Finished uploading artifact content to blob storage! 2025-07-24T05:18:54.2966670Z SHA256 digest of uploaded artifact zip is 8421337eb0beb47d4b1757cb9a00187505ca65fd02547547a59d84431ead39f5 2025-07-24T05:18:54.2967550Z Finalizing artifact upload 2025-07-24T05:18:54.3590110Z Artifact test-jsons-runattempt1-test-default-1-3-macos-m1-stable_46614827190.zip.zip successfully finalized. Artifact ID 3603265767 2025-07-24T05:18:54.3591530Z Artifact test-jsons-runattempt1-test-default-1-3-macos-m1-stable_46614827190.zip has been successfully uploaded! Final size is 45847 bytes. Artifact ID is 3603265767 2025-07-24T05:18:54.3606160Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/16487210679/artifacts/3603265767 2025-07-24T05:18:54.3725150Z ##[group]Run actions/upload-artifact@v4 2025-07-24T05:18:54.3725480Z with: 2025-07-24T05:18:54.3725940Z name: test-reports-runattempt1-test-default-1-3-macos-m1-stable_46614827190.zip 2025-07-24T05:18:54.3726550Z retention-days: 14 2025-07-24T05:18:54.3726840Z if-no-files-found: ignore 2025-07-24T05:18:54.3727140Z path: test/**/*.xml test/**/*.csv 2025-07-24T05:18:54.3727480Z compression-level: 6 2025-07-24T05:18:54.3727740Z overwrite: false 2025-07-24T05:18:54.3728030Z include-hidden-files: false 2025-07-24T05:18:54.3728330Z env: 2025-07-24T05:18:54.3728570Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:18:54.3729260Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:18:54.3729620Z TEST_CONFIG: default 2025-07-24T05:18:54.3729880Z SHARD_NUMBER: 1 2025-07-24T05:18:54.3730130Z NUM_TEST_SHARDS: 3 2025-07-24T05:18:54.3730380Z PR_BODY: 2025-07-24T05:18:54.3730650Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:18:54.3731080Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:18:54.3731490Z ##[endgroup] 2025-07-24T05:18:54.7785400Z With the provided path, there will be 274 files uploaded 2025-07-24T05:18:54.7788180Z Artifact name is valid! 2025-07-24T05:18:54.7788600Z Root directory input is valid! 2025-07-24T05:18:54.8389450Z Beginning upload of artifact content to blob storage 2025-07-24T05:18:55.2441720Z Uploaded bytes 975823 2025-07-24T05:18:55.2590150Z Finished uploading artifact content to blob storage! 2025-07-24T05:18:55.2591980Z SHA256 digest of uploaded artifact zip is e4dc9ab1eba65cba98af3c12cc0130fae37f80bebb22a2074dcac42320f0d734 2025-07-24T05:18:55.2592950Z Finalizing artifact upload 2025-07-24T05:18:55.3236300Z Artifact test-reports-runattempt1-test-default-1-3-macos-m1-stable_46614827190.zip.zip successfully finalized. Artifact ID 3603265818 2025-07-24T05:18:55.3238310Z Artifact test-reports-runattempt1-test-default-1-3-macos-m1-stable_46614827190.zip has been successfully uploaded! Final size is 975823 bytes. Artifact ID is 3603265818 2025-07-24T05:18:55.3255670Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/16487210679/artifacts/3603265818 2025-07-24T05:18:55.3385040Z ##[group]Run actions/upload-artifact@v4 2025-07-24T05:18:55.3385490Z with: 2025-07-24T05:18:55.3386000Z name: logs-runattempt1-test-default-1-3-macos-m1-stable_46614827190.zip 2025-07-24T05:18:55.3386610Z retention-days: 14 2025-07-24T05:18:55.3386950Z if-no-files-found: ignore 2025-07-24T05:18:55.3387500Z path: usage_log.txt test/**/*.log 2025-07-24T05:18:55.3387910Z compression-level: 6 2025-07-24T05:18:55.3388250Z overwrite: false 2025-07-24T05:18:55.3388580Z include-hidden-files: false 2025-07-24T05:18:55.3388950Z env: 2025-07-24T05:18:55.3389220Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:18:55.3389610Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:18:55.3390010Z TEST_CONFIG: default 2025-07-24T05:18:55.3390320Z SHARD_NUMBER: 1 2025-07-24T05:18:55.3390630Z NUM_TEST_SHARDS: 3 2025-07-24T05:18:55.3390940Z PR_BODY: 2025-07-24T05:18:55.3391220Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:18:55.3391750Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:18:55.3392280Z ##[endgroup] 2025-07-24T05:18:55.7589250Z Multiple search paths detected. Calculating the least common ancestor of all paths 2025-07-24T05:18:55.7590380Z The least common ancestor is /Users/ec2-user/runner/_work/pytorch/pytorch. This will be the root directory of the artifact 2025-07-24T05:18:55.7590880Z With the provided path, there will be 315 files uploaded 2025-07-24T05:18:55.7593280Z Artifact name is valid! 2025-07-24T05:18:55.7593790Z Root directory input is valid! 2025-07-24T05:18:55.8166670Z Beginning upload of artifact content to blob storage 2025-07-24T05:18:56.2716700Z Uploaded bytes 1471677 2025-07-24T05:18:56.2877690Z Finished uploading artifact content to blob storage! 2025-07-24T05:18:56.2879890Z SHA256 digest of uploaded artifact zip is b977a38284ab9a9707dc9162bb5aec7d3930eb7af6b7e4fa9a5be822f88d18d4 2025-07-24T05:18:56.2880900Z Finalizing artifact upload 2025-07-24T05:18:56.3653570Z Artifact logs-runattempt1-test-default-1-3-macos-m1-stable_46614827190.zip.zip successfully finalized. Artifact ID 3603265880 2025-07-24T05:18:56.3655930Z Artifact logs-runattempt1-test-default-1-3-macos-m1-stable_46614827190.zip has been successfully uploaded! Final size is 1471677 bytes. Artifact ID is 3603265880 2025-07-24T05:18:56.3675090Z Artifact download URL: https://github.com/pytorch/pytorch/actions/runs/16487210679/artifacts/3603265880 2025-07-24T05:18:56.3933680Z ##[group]Run pytorch/test-infra/.github/actions/upload-benchmark-results@main 2025-07-24T05:18:56.3934320Z with: 2025-07-24T05:18:56.3934660Z benchmark-results-dir: test/test-reports 2025-07-24T05:18:56.3935090Z dry-run: false 2025-07-24T05:18:56.3935400Z schema-version: v3 2025-07-24T05:18:56.3936190Z github-token: *** 2025-07-24T05:18:56.3936500Z env: 2025-07-24T05:18:56.3936790Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:18:56.3937190Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:18:56.3937600Z TEST_CONFIG: default 2025-07-24T05:18:56.3937940Z SHARD_NUMBER: 1 2025-07-24T05:18:56.3938260Z NUM_TEST_SHARDS: 3 2025-07-24T05:18:56.3938560Z PR_BODY: 2025-07-24T05:18:56.3938860Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:18:56.3939410Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:18:56.3939940Z ##[endgroup] 2025-07-24T05:18:56.3962600Z ##[group]Run set -eux 2025-07-24T05:18:56.3962930Z set -eux 2025-07-24T05:18:56.3963400Z python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-07-24T05:18:56.3963890Z  2025-07-24T05:18:56.3964130Z DEVICE_NAME="" 2025-07-24T05:18:56.3964430Z DEVICE_TYPE="" 2025-07-24T05:18:56.3964710Z  2025-07-24T05:18:56.3964970Z if command -v nvidia-smi; then 2025-07-24T05:18:56.3965520Z  # NB: I'm using PyTorch here to get the device name, however, it needs to 2025-07-24T05:18:56.3966210Z  # install the correct version of PyTorch manually for now. Any PyTorch 2025-07-24T05:18:56.3966850Z  # version is fine, I just use 2.7.1 to satify PYPIDEP linter 2025-07-24T05:18:56.3967460Z  python3 -mpip install torch==2.7.1 2025-07-24T05:18:56.3967870Z elif command -v rocminfo; then 2025-07-24T05:18:56.3968390Z  # NB: Installing torch on ROCm runner with pip here causes CI to fail 2025-07-24T05:18:56.3969190Z  # with a memoryview is too large error only on MI300 runners. Is pip 2025-07-24T05:18:56.3969860Z  # version on ROCm runner there too old? As a workaround, let's use the 2025-07-24T05:18:56.3970440Z  # GPU device name coming from rocminfo instead 2025-07-24T05:18:56.3970880Z  DEVICE_NAME=rocm 2025-07-24T05:18:56.3971450Z  DEVICE_TYPE=$(rocminfo | grep "Marketing Name" | tail -n1 | awk -F':' '{print $2}' | xargs) 2025-07-24T05:18:56.3972030Z fi 2025-07-24T05:18:56.3972260Z  2025-07-24T05:18:56.3972580Z echo "DEVICE_NAME=$DEVICE_NAME" >> $GITHUB_ENV 2025-07-24T05:18:56.3973080Z echo "DEVICE_TYPE=$DEVICE_TYPE" >> $GITHUB_ENV 2025-07-24T05:18:56.3999750Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:18:56.4000120Z env: 2025-07-24T05:18:56.4000330Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:18:56.4000640Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:18:56.4000950Z TEST_CONFIG: default 2025-07-24T05:18:56.4001200Z SHARD_NUMBER: 1 2025-07-24T05:18:56.4001450Z NUM_TEST_SHARDS: 3 2025-07-24T05:18:56.4001690Z PR_BODY: 2025-07-24T05:18:56.4001910Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:18:56.4002320Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:18:56.4002750Z ##[endgroup] 2025-07-24T05:18:56.4248930Z + python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-07-24T05:18:56.9987660Z Collecting boto3==1.35.33 2025-07-24T05:18:57.0012310Z Using cached boto3-1.35.33-py3-none-any.whl.metadata (6.6 kB) 2025-07-24T05:18:57.0446120Z Collecting psutil==7.0.0 2025-07-24T05:18:57.0475710Z Using cached psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl.metadata (22 kB) 2025-07-24T05:18:57.0624660Z Collecting pynvml==12.0.0 2025-07-24T05:18:57.0646830Z Using cached pynvml-12.0.0-py3-none-any.whl.metadata (5.4 kB) 2025-07-24T05:18:57.0686360Z Requirement already satisfied: botocore<1.36.0,>=1.35.33 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from boto3==1.35.33) (1.35.99) 2025-07-24T05:18:57.0689090Z Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from boto3==1.35.33) (1.0.1) 2025-07-24T05:18:57.0691690Z Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from boto3==1.35.33) (0.10.4) 2025-07-24T05:18:57.0776840Z Collecting nvidia-ml-py<13.0.0a0,>=12.0.0 (from pynvml==12.0.0) 2025-07-24T05:18:57.0797750Z Using cached nvidia_ml_py-12.575.51-py3-none-any.whl.metadata (9.3 kB) 2025-07-24T05:18:57.0847080Z Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (2.9.0.post0) 2025-07-24T05:18:57.0852820Z Requirement already satisfied: urllib3!=2.2.0,<3,>=1.25.4 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.26.20) 2025-07-24T05:18:57.0876790Z Requirement already satisfied: six>=1.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.17.0) 2025-07-24T05:18:57.0941410Z Using cached boto3-1.35.33-py3-none-any.whl (139 kB) 2025-07-24T05:18:57.0972560Z Using cached psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl (239 kB) 2025-07-24T05:18:57.1000360Z Using cached pynvml-12.0.0-py3-none-any.whl (26 kB) 2025-07-24T05:18:57.1020650Z Using cached nvidia_ml_py-12.575.51-py3-none-any.whl (47 kB) 2025-07-24T05:18:57.2312650Z Installing collected packages: nvidia-ml-py, pynvml, psutil, boto3 2025-07-24T05:18:57.2759520Z Attempting uninstall: psutil 2025-07-24T05:18:57.2783660Z Found existing installation: psutil 5.9.8 2025-07-24T05:18:57.2838820Z Uninstalling psutil-5.9.8: 2025-07-24T05:18:57.2852060Z Successfully uninstalled psutil-5.9.8 2025-07-24T05:18:57.3836100Z Attempting uninstall: boto3 2025-07-24T05:18:57.3850390Z Found existing installation: boto3 1.35.42 2025-07-24T05:18:57.3919920Z Uninstalling boto3-1.35.42: 2025-07-24T05:18:57.3933950Z Successfully uninstalled boto3-1.35.42 2025-07-24T05:18:57.4359500Z 2025-07-24T05:18:57.4396450Z Successfully installed boto3-1.35.33 nvidia-ml-py-12.575.51 psutil-7.0.0 pynvml-12.0.0 2025-07-24T05:18:57.4914180Z + DEVICE_NAME= 2025-07-24T05:18:57.4914400Z + DEVICE_TYPE= 2025-07-24T05:18:57.4914600Z + command -v nvidia-smi 2025-07-24T05:18:57.4914810Z + command -v rocminfo 2025-07-24T05:18:57.4915020Z + echo DEVICE_NAME= 2025-07-24T05:18:57.4916310Z + echo DEVICE_TYPE= 2025-07-24T05:18:57.4950230Z ##[group]Run set -eux 2025-07-24T05:18:57.4950430Z set -eux 2025-07-24T05:18:57.4950590Z  2025-07-24T05:18:57.4950770Z if [[ -z "${GITHUB_TOKEN}" ]]; then 2025-07-24T05:18:57.4951020Z  echo "Missing github-token input" 2025-07-24T05:18:57.4951260Z  exit 1 2025-07-24T05:18:57.4951430Z fi 2025-07-24T05:18:57.4963320Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:18:57.4963570Z env: 2025-07-24T05:18:57.4963720Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:18:57.4972310Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:18:57.4972570Z TEST_CONFIG: default 2025-07-24T05:18:57.4972750Z SHARD_NUMBER: 1 2025-07-24T05:18:57.4972930Z NUM_TEST_SHARDS: 3 2025-07-24T05:18:57.4973090Z PR_BODY: 2025-07-24T05:18:57.4973220Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:18:57.4973510Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:18:57.4973780Z DEVICE_NAME: 2025-07-24T05:18:57.4973920Z DEVICE_TYPE: 2025-07-24T05:18:57.4974330Z GITHUB_TOKEN: *** 2025-07-24T05:18:57.4974490Z ##[endgroup] 2025-07-24T05:18:57.5174970Z + [[ -z *** ]] 2025-07-24T05:18:57.5247880Z ##[group]Run pytorch/test-infra/.github/actions/get-workflow-job-id@main 2025-07-24T05:18:57.5248200Z with: 2025-07-24T05:18:57.5248640Z github-token: *** 2025-07-24T05:18:57.5248810Z env: 2025-07-24T05:18:57.5248970Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:18:57.5249180Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:18:57.5249420Z TEST_CONFIG: default 2025-07-24T05:18:57.5249600Z SHARD_NUMBER: 1 2025-07-24T05:18:57.5249760Z NUM_TEST_SHARDS: 3 2025-07-24T05:18:57.5249940Z PR_BODY: 2025-07-24T05:18:57.5250120Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:18:57.5250410Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:18:57.5250710Z DEVICE_NAME: 2025-07-24T05:18:57.5250910Z DEVICE_TYPE: 2025-07-24T05:18:57.5251070Z ##[endgroup] 2025-07-24T05:18:57.5261820Z ##[group]Run set -eux 2025-07-24T05:18:57.5261990Z set -eux 2025-07-24T05:18:57.5262160Z  2025-07-24T05:18:57.5262480Z python3 "${GITHUB_ACTION_PATH}/../../scripts/get_workflow_job_id.py" "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-07-24T05:18:57.5274940Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:18:57.5275190Z env: 2025-07-24T05:18:57.5275360Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:18:57.5275560Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:18:57.5275780Z TEST_CONFIG: default 2025-07-24T05:18:57.5275960Z SHARD_NUMBER: 1 2025-07-24T05:18:57.5276120Z NUM_TEST_SHARDS: 3 2025-07-24T05:18:57.5276300Z PR_BODY: 2025-07-24T05:18:57.5276460Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:18:57.5276730Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:18:57.5277010Z DEVICE_NAME: 2025-07-24T05:18:57.5277180Z DEVICE_TYPE: 2025-07-24T05:18:57.5277550Z GITHUB_TOKEN: *** 2025-07-24T05:18:57.5277740Z ##[endgroup] 2025-07-24T05:18:57.5480220Z + python3 /Users/ec2-user/runner/_work/_actions/pytorch/test-infra/main/.github/actions/get-workflow-job-id/../../scripts/get_workflow_job_id.py 16487210679 i-0b95bf35f8faa9da2 2025-07-24T05:18:58.5610020Z setting job-id=46614827190 2025-07-24T05:18:58.5656790Z setting job-name=macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T05:19:03.5948650Z ##[group]Run set -eux 2025-07-24T05:19:03.5949550Z set -eux 2025-07-24T05:19:03.5950260Z  2025-07-24T05:19:03.5951510Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_metadata.py" \ 2025-07-24T05:19:03.5953330Z  --schema-version "${SCHEMA_VERSION}" \ 2025-07-24T05:19:03.5954500Z  --repo "${REPO}" \ 2025-07-24T05:19:03.5955490Z  --head-branch "${HEAD_BRANCH}" \ 2025-07-24T05:19:03.5956900Z  --head-sha "${HEAD_SHA}" \ 2025-07-24T05:19:03.5958340Z  --workflow-id "${WORKFLOW_RUN_ID}" \ 2025-07-24T05:19:03.5959890Z  --run-attempt "${RUN_ATTEMPT}" \ 2025-07-24T05:19:03.5960940Z  --job-id "${JOB_ID}" \ 2025-07-24T05:19:03.5962100Z  --job-name "${JOB_NAME}" 2025-07-24T05:19:03.6118520Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:19:03.6119610Z env: 2025-07-24T05:19:03.6120410Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:03.6121250Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:03.6122230Z TEST_CONFIG: default 2025-07-24T05:19:03.6122990Z SHARD_NUMBER: 1 2025-07-24T05:19:03.6123710Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:03.6124720Z PR_BODY: 2025-07-24T05:19:03.6125280Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:03.6158230Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:03.6159050Z DEVICE_NAME: 2025-07-24T05:19:03.6159540Z DEVICE_TYPE: 2025-07-24T05:19:03.6160100Z SCHEMA_VERSION: v3 2025-07-24T05:19:03.6160610Z REPO: pytorch/pytorch 2025-07-24T05:19:03.6161260Z HEAD_BRANCH: refs/tags/ciflow/trunk/149961 2025-07-24T05:19:03.6162080Z HEAD_SHA: 27c8ef1839e0747b36769efb192befc9308ff93c 2025-07-24T05:19:03.6162780Z WORKFLOW_RUN_ID: 16487210679 2025-07-24T05:19:03.6163590Z RUN_ATTEMPT: 1 2025-07-24T05:19:03.6164230Z JOB_ID: 46614827190 2025-07-24T05:19:03.6165770Z JOB_NAME: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T05:19:03.6166640Z ##[endgroup] 2025-07-24T05:19:03.6549660Z + python3 /Users/ec2-user/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_metadata.py --schema-version v3 --repo pytorch/pytorch --head-branch refs/tags/ciflow/trunk/149961 --head-sha 27c8ef1839e0747b36769efb192befc9308ff93c --workflow-id 16487210679 --run-attempt 1 --job-id 46614827190 --job-name 'macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)' 2025-07-24T05:19:03.6914990Z ##[group]Run set -eux 2025-07-24T05:19:03.6915190Z set -eux 2025-07-24T05:19:03.6915380Z  2025-07-24T05:19:03.6915670Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_runners_info.py" 2025-07-24T05:19:03.6928890Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:19:03.6929150Z env: 2025-07-24T05:19:03.6929330Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:03.6929540Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:03.6929770Z TEST_CONFIG: default 2025-07-24T05:19:03.6929950Z SHARD_NUMBER: 1 2025-07-24T05:19:03.6930110Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:03.6930290Z PR_BODY: 2025-07-24T05:19:03.6930450Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:03.6930720Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:03.6931110Z DEVICE_NAME: 2025-07-24T05:19:03.6931280Z DEVICE_TYPE: 2025-07-24T05:19:03.6931440Z ##[endgroup] 2025-07-24T05:19:03.7127460Z + python3 /Users/ec2-user/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_runners_info.py 2025-07-24T05:19:04.8502760Z ##[group]Run set -eux 2025-07-24T05:19:04.8502950Z set -eux 2025-07-24T05:19:04.8503160Z  2025-07-24T05:19:04.8503350Z # TODO (huydhn): Implement this part 2025-07-24T05:19:04.8503640Z echo "dependencies={}" >> "${GITHUB_OUTPUT}" 2025-07-24T05:19:04.8516790Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:19:04.8517050Z env: 2025-07-24T05:19:04.8517220Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:04.8517500Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:04.8517730Z TEST_CONFIG: default 2025-07-24T05:19:04.8517900Z SHARD_NUMBER: 1 2025-07-24T05:19:04.8518100Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:04.8518280Z PR_BODY: 2025-07-24T05:19:04.8518430Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:04.8518710Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:04.8518990Z DEVICE_NAME: 2025-07-24T05:19:04.8519140Z DEVICE_TYPE: 2025-07-24T05:19:04.8519320Z ##[endgroup] 2025-07-24T05:19:04.8714800Z + echo 'dependencies={}' 2025-07-24T05:19:04.8738700Z ##[group]Run set -eux 2025-07-24T05:19:04.8738910Z set -eux 2025-07-24T05:19:04.8739090Z  2025-07-24T05:19:04.8739280Z if [[ ! -d "${BENCHMARK_RESULTS_DIR}" ]]; then 2025-07-24T05:19:04.8739630Z  echo "${BENCHMARK_RESULTS_DIR} does not exist, skipping" 2025-07-24T05:19:04.8739990Z  # We don't want the job to fail if the directory doesn't exist 2025-07-24T05:19:04.8740250Z  exit 0 2025-07-24T05:19:04.8740440Z fi 2025-07-24T05:19:04.8740600Z  2025-07-24T05:19:04.8740780Z if [[ "${DRY_RUN}" == "true" ]]; then 2025-07-24T05:19:04.8741140Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-07-24T05:19:04.8741540Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-07-24T05:19:04.8741840Z  --metadata "${BENCHMARK_METADATA}" \ 2025-07-24T05:19:04.8742120Z  --runners "${RUNNER_INFO}" \ 2025-07-24T05:19:04.8742390Z  --dependencies "${DEPENDENCIES}" \ 2025-07-24T05:19:04.8742630Z  --dry-run 2025-07-24T05:19:04.8742810Z else 2025-07-24T05:19:04.8743100Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-07-24T05:19:04.8743840Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-07-24T05:19:04.8744150Z  --metadata "${BENCHMARK_METADATA}" \ 2025-07-24T05:19:04.8744420Z  --runners "${RUNNER_INFO}" \ 2025-07-24T05:19:04.8744670Z  --dependencies "${DEPENDENCIES}" 2025-07-24T05:19:04.8744890Z fi 2025-07-24T05:19:04.8757090Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:19:04.8757390Z env: 2025-07-24T05:19:04.8757530Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:04.8757760Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:04.8757990Z TEST_CONFIG: default 2025-07-24T05:19:04.8758160Z SHARD_NUMBER: 1 2025-07-24T05:19:04.8758330Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:04.8758510Z PR_BODY: 2025-07-24T05:19:04.8758660Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:04.8758950Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:04.8759250Z DEVICE_NAME: 2025-07-24T05:19:04.8768610Z DEVICE_TYPE: 2025-07-24T05:19:04.8768830Z BENCHMARK_RESULTS_DIR: test/test-reports 2025-07-24T05:19:04.8769060Z DRY_RUN: false 2025-07-24T05:19:04.8769910Z BENCHMARK_METADATA: {"timestamp": 1753334343, "schema_version": "v3", "name": "macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)", "repo": "pytorch/pytorch", "head_branch": "refs/tags/ciflow/trunk/149961", "head_sha": "27c8ef1839e0747b36769efb192befc9308ff93c", "workflow_id": 16487210679, "run_attempt": 1, "job_id": 46614827190} 2025-07-24T05:19:04.8770950Z RUNNER_INFO: [{"cpu_info": "arm", "cpu_count": 8, "avail_mem_in_gb": 16, "extra_info": {"hostname": "ip-10-0-1-178.ec2.internal"}, "name": "", "type": ""}] 2025-07-24T05:19:04.8771460Z DEPENDENCIES: {} 2025-07-24T05:19:04.8771620Z ##[endgroup] 2025-07-24T05:19:04.8966990Z + [[ ! -d test/test-reports ]] 2025-07-24T05:19:04.8967280Z + [[ false == \t\r\u\e ]] 2025-07-24T05:19:04.8969100Z + python3 /Users/ec2-user/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py --benchmark-results-dir test/test-reports --metadata '{"timestamp": 1753334343, "schema_version": "v3", "name": "macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)", "repo": "pytorch/pytorch", "head_branch": "refs/tags/ciflow/trunk/149961", "head_sha": "27c8ef1839e0747b36769efb192befc9308ff93c", "workflow_id": 16487210679, "run_attempt": 1, "job_id": 46614827190}' --runners '[{"cpu_info": "arm", "cpu_count": 8, "avail_mem_in_gb": 16, "extra_info": {"hostname": "ip-10-0-1-178.ec2.internal"}, "name": "", "type": ""}]' --dependencies '{}' 2025-07-24T05:19:04.9982740Z /Users/ec2-user/runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py:236: UserWarning: {'included': [{'test_file': 'inductor/test_aot_inductor'}, {'test_file': 'inductor/test_aot_inductor_arrayref'}, {'test_file': 'inductor/test_aot_inductor_package'}, {'test_file': 'inductor/test_aot_inductor_utils'}, {'test_file': 'test_public_bindings'}, {'test_file': 'inductor/test_torchinductor'}, {'test_file': 'inductor/test_max_autotune'}, {'test_file': 'inductor/test_torchinductor_dynamic_shapes'}, {'test_file': 'inductor/test_torchinductor_codegen_dynamic_shapes'}, {'test_file': 'inductor/test_torchinductor_opinfo'}, {'test_file': 'inductor/test_compiled_autograd'}, {'test_file': 'inductor/test_cpu_repro'}, {'test_file': 'inductor/test_cuda_repro'}, {'test_file': 'inductor/test_cudagraph_trees'}, {'test_file': 'dynamo/test_logging'}, {'test_file': 'inductor/test_foreach'}, {'test_file': 'inductor/test_kernel_benchmark'}, {'test_file': 'inductor/test_compiled_optimizers'}, {'test_file': 'inductor/test_pattern_matcher'}, {'test_file': 'inductor/test_smoke'}, {'test_file': 'dynamo/test_after_aot'}, {'test_file': 'dynamo/test_dynamic_shapes'}, {'test_file': 'inductor/test_triton_wrapper'}, {'test_file': 'inductor/test_coordinate_descent_tuner'}, {'test_file': 'dynamo/test_misc'}, {'test_file': 'inductor/test_select_algorithm'}, {'test_file': 'inductor/test_group_batch_fusion'}, {'test_file': 'inductor/test_inductor_freezing'}, {'test_file': 'dynamo/test_repros'}, {'test_file': 'inductor/test_layout_optim'}, {'test_file': 'inductor/test_extension_backend'}, {'test_file': 'dynamo/test_higher_order_ops'}, {'test_file': 'inductor/test_fused_attention'}, {'test_file': 'inductor/test_binary_folding'}, {'test_file': 'inductor/test_custom_lowering'}, {'test_file': 'inductor/test_mkldnn_pattern_matcher'}, {'test_file': 'dynamo/test_unspec'}, {'test_file': 'dynamo/test_activation_checkpointing'}, {'test_file': 'dynamo/test_ctx_manager'}, {'test_file': 'inductor/test_minifier'}, {'test_file': 'inductor/test_mmdecomp'}, {'test_file': 'inductor/test_split_cat_fx_passes'}, {'test_file': 'inductor/test_perf'}, {'test_file': 'inductor/test_snode_runtime'}, {'test_file': 'dynamo/test_backends'}, {'test_file': 'inductor/test_config'}, {'test_file': 'dynamo/test_exc'}, {'test_file': 'inductor/test_flex_attention'}, {'test_file': 'inductor/test_torchinductor_strided_blocks'}, {'test_file': 'inductor/test_indexing'}, {'test_file': 'inductor/test_fx_fusion'}, {'test_file': 'inductor/test_codegen_triton'}, {'test_file': 'export/test_export'}, {'test_file': 'inductor/test_cpu_cpp_wrapper'}, {'test_file': 'inductor/test_triton_cpu_backend'}, {'test_file': 'inductor/test_halide'}, {'test_file': 'inductor/test_cpu_select_algorithm'}, {'test_file': 'dynamo/test_autograd_function'}, {'test_file': 'inductor/test_dependencies'}, {'test_file': 'dynamo/test_decorators'}, {'test_file': 'dynamo/test_recompiles'}, {'test_file': 'dynamo/test_modules'}, {'test_file': 'dynamo/test_functions'}, {'test_file': 'dynamo/test_interop'}, {'test_file': 'export/test_retraceability'}, {'test_file': 'dynamo/test_skip_non_tensor'}, {'test_file': 'inductor/test_cpp_wrapper_hipify'}, {'test_file': 'dynamo/test_pre_dispatch'}, {'test_file': 'dynamo/test_subgraphs'}, {'test_file': 'inductor/test_provenance_tracing'}, {'test_file': 'dynamo/test_config'}, {'test_file': 'dynamo/test_aot_autograd'}, {'test_file': 'dynamo/test_fx_passes_pre_grad'}, {'test_file': 'export/test_export_training_ir_to_run_decomp'}, {'test_file': 'export/test_cpp_serdes'}, {'test_file': 'inductor/test_external_callables'}, {'test_file': 'dynamo/test_global'}, {'test_file': 'export/test_serdes'}, {'test_file': 'inductor/test_async_compile'}, {'test_file': 'inductor/test_triton_kernels'}, {'test_file': 'export/test_db'}, {'test_file': 'export/test_passes'}, {'test_file': 'inductor/test_triton_syntax'}, {'test_file': 'dynamo/test_export_mutations'}, {'test_file': 'inductor/test_benchmark_fusion'}, {'test_file': 'inductor/test_aot_inductor_custom_ops'}, {'test_file': 'inductor/test_triton_extension_backend'}, {'test_file': 'export/test_unflatten_training_ir'}, {'test_file': 'dynamo/test_deque_reconstruct'}, {'test_file': 'dynamo/test_export'}, {'test_file': 'inductor/test_analysis'}, {'test_file': 'inductor/test_flex_decoding'}, {'test_file': 'dynamo/test_cudagraphs'}, {'test_file': 'inductor/test_compile_worker'}, {'test_file': 'inductor/test_gpu_cpp_wrapper'}, {'test_file': 'inductor/test_inductor_utils'}, {'test_file': 'inductor/test_cutlass_backend'}, {'test_file': 'dynamo/test_utils'}, {'test_file': 'dynamo/test_optimizers'}, {'test_file': 'export/test_export_strict'}, {'test_file': 'inductor/test_compile_subprocess'}, {'test_file': 'inductor/test_ck_backend'}, {'test_file': 'test_content_store'}, {'test_file': 'inductor/test_inductor_annotations'}, {'test_file': 'inductor/test_codecache'}, {'test_file': 'inductor/test_pad_mm'}, {'test_file': 'dynamo/test_base_output'}, {'test_file': 'dynamo/test_verify_correctness'}, {'test_file': 'inductor/test_remote_cache'}, {'test_file': 'export/test_functionalized_assertions'}, {'test_file': 'inductor/test_b2b_gemm'}, {'test_file': 'dynamo/test_inline_and_install'}, {'test_file': 'export/test_serialize'}, {'test_file': 'dynamo/test_skip_guard_eval_unsafe'}, {'test_file': 'export/test_export_with_inline_and_install'}, {'test_file': 'inductor/test_cooperative_reductions'}, {'test_file': 'inductor/test_op_completeness'}, {'test_file': 'export/test_tree_utils'}, {'test_file': 'inductor/test_minifier_utils'}, 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test/test-reports/td_exclusions-844e78134c3a3e51f61b.json is not a benchmark record, skipping 2025-07-24T05:19:05.0023150Z warn(f"{result} from {filepath} is not a benchmark record, skipping") 2025-07-24T05:19:05.0106150Z Prepare all required actions 2025-07-24T05:19:05.0106440Z Getting action download info 2025-07-24T05:19:05.1255090Z ##[group]Run ./.github/actions/upload-utilization-stats 2025-07-24T05:19:05.1255500Z with: 2025-07-24T05:19:05.1255750Z job_id: 46614827190 2025-07-24T05:19:05.1256140Z job_name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T05:19:05.1256630Z workflow_name: trunk 2025-07-24T05:19:05.1256910Z workflow_run_id: 16487210679 2025-07-24T05:19:05.1257250Z workflow_attempt: 1 2025-07-24T05:19:05.1257580Z local_path: usage_log.txt 2025-07-24T05:19:05.1257860Z env: 2025-07-24T05:19:05.1258110Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:05.1258450Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:05.1258780Z TEST_CONFIG: default 2025-07-24T05:19:05.1259070Z SHARD_NUMBER: 1 2025-07-24T05:19:05.1259360Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:05.1259620Z PR_BODY: 2025-07-24T05:19:05.1259870Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:05.1260350Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:05.1260800Z DEVICE_NAME: 2025-07-24T05:19:05.1261050Z DEVICE_TYPE: 2025-07-24T05:19:05.1261310Z ##[endgroup] 2025-07-24T05:19:05.1298100Z ##[group]Run echo "workflow_id: 16487210679" 2025-07-24T05:19:05.1298470Z echo "workflow_id: 16487210679" 2025-07-24T05:19:05.1298780Z echo "workflow_attempt: 1" 2025-07-24T05:19:05.1299080Z echo "workflow_Name: trunk" 2025-07-24T05:19:05.1299360Z echo "job_id: 46614827190" 2025-07-24T05:19:05.1299790Z echo "job_name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)" 2025-07-24T05:19:05.1300230Z echo "artifact_prefix: " 2025-07-24T05:19:05.1300510Z python3 --version 2025-07-24T05:19:05.1317150Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:19:05.1317490Z env: 2025-07-24T05:19:05.1317680Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:05.1317950Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:05.1318230Z TEST_CONFIG: default 2025-07-24T05:19:05.1318450Z SHARD_NUMBER: 1 2025-07-24T05:19:05.1318680Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:05.1318930Z PR_BODY: 2025-07-24T05:19:05.1319180Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:05.1319550Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:05.1319910Z DEVICE_NAME: 2025-07-24T05:19:05.1320120Z DEVICE_TYPE: 2025-07-24T05:19:05.1320350Z ##[endgroup] 2025-07-24T05:19:05.1552500Z workflow_id: 16487210679 2025-07-24T05:19:05.1552810Z workflow_attempt: 1 2025-07-24T05:19:05.1553030Z workflow_Name: trunk 2025-07-24T05:19:05.1553240Z job_id: 46614827190 2025-07-24T05:19:05.1553560Z job_name: macos-py3-arm64 / test (default, 1, 3, macos-m1-stable) 2025-07-24T05:19:05.1553910Z artifact_prefix: 2025-07-24T05:19:05.1621670Z Python 3.12.11 2025-07-24T05:19:05.1653500Z ##[group]Run nick-fields/retry@v3.0.0 2025-07-24T05:19:05.1653730Z with: 2025-07-24T05:19:05.1653910Z shell: bash 2025-07-24T05:19:05.1654080Z timeout_minutes: 5 2025-07-24T05:19:05.1654270Z max_attempts: 5 2025-07-24T05:19:05.1654440Z retry_wait_seconds: 30 2025-07-24T05:19:05.1654970Z command: set -eu python3 -m pip install python-dateutil==2.8.2 boto3==1.35.42 pandas==2.1.3 dataclasses_json==0.6.7 2025-07-24T05:19:05.1655390Z polling_interval_seconds: 1 2025-07-24T05:19:05.1655590Z warning_on_retry: true 2025-07-24T05:19:05.1655790Z continue_on_error: false 2025-07-24T05:19:05.1655990Z env: 2025-07-24T05:19:05.1656130Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:05.1656350Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:05.1656580Z TEST_CONFIG: default 2025-07-24T05:19:05.1656750Z SHARD_NUMBER: 1 2025-07-24T05:19:05.1656920Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:05.1657100Z PR_BODY: 2025-07-24T05:19:05.1657280Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:05.1657570Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:05.1657860Z DEVICE_NAME: 2025-07-24T05:19:05.1658570Z DEVICE_TYPE: 2025-07-24T05:19:05.1658740Z ##[endgroup] 2025-07-24T05:19:05.4493250Z Collecting python-dateutil==2.8.2 2025-07-24T05:19:05.4515590Z Using cached python_dateutil-2.8.2-py2.py3-none-any.whl.metadata (8.2 kB) 2025-07-24T05:19:05.5823530Z Collecting boto3==1.35.42 2025-07-24T05:19:05.5845870Z Using cached boto3-1.35.42-py3-none-any.whl.metadata (6.7 kB) 2025-07-24T05:19:05.6461300Z Collecting pandas==2.1.3 2025-07-24T05:19:05.6476890Z Using cached pandas-2.1.3-cp312-cp312-macosx_11_0_arm64.whl.metadata (18 kB) 2025-07-24T05:19:05.6741220Z Collecting dataclasses_json==0.6.7 2025-07-24T05:19:05.6758050Z Using cached dataclasses_json-0.6.7-py3-none-any.whl.metadata (25 kB) 2025-07-24T05:19:05.6812240Z Requirement already satisfied: six>=1.5 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from python-dateutil==2.8.2) (1.17.0) 2025-07-24T05:19:05.6817370Z Requirement already satisfied: botocore<1.36.0,>=1.35.42 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from boto3==1.35.42) (1.35.99) 2025-07-24T05:19:05.6819450Z Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from boto3==1.35.42) (1.0.1) 2025-07-24T05:19:05.6822880Z Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from boto3==1.35.42) (0.10.4) 2025-07-24T05:19:05.6828820Z Requirement already satisfied: numpy<2,>=1.26.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from pandas==2.1.3) (1.26.4) 2025-07-24T05:19:05.7095000Z Collecting pytz>=2020.1 (from pandas==2.1.3) 2025-07-24T05:19:05.7110730Z Using cached pytz-2025.2-py2.py3-none-any.whl.metadata (22 kB) 2025-07-24T05:19:05.7242270Z Collecting tzdata>=2022.1 (from pandas==2.1.3) 2025-07-24T05:19:05.7256350Z Using cached tzdata-2025.2-py2.py3-none-any.whl.metadata (1.4 kB) 2025-07-24T05:19:05.7512840Z Collecting marshmallow<4.0.0,>=3.18.0 (from dataclasses_json==0.6.7) 2025-07-24T05:19:05.7534530Z Using cached marshmallow-3.26.1-py3-none-any.whl.metadata (7.3 kB) 2025-07-24T05:19:05.7646950Z Collecting typing-inspect<1,>=0.4.0 (from dataclasses_json==0.6.7) 2025-07-24T05:19:05.7672980Z Using cached typing_inspect-0.9.0-py3-none-any.whl.metadata (1.5 kB) 2025-07-24T05:19:05.7726400Z Requirement already satisfied: urllib3!=2.2.0,<3,>=1.25.4 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from botocore<1.36.0,>=1.35.42->boto3==1.35.42) (1.26.20) 2025-07-24T05:19:05.7734900Z Requirement already satisfied: packaging>=17.0 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from marshmallow<4.0.0,>=3.18.0->dataclasses_json==0.6.7) (23.1) 2025-07-24T05:19:05.7830490Z Collecting mypy-extensions>=0.3.0 (from typing-inspect<1,>=0.4.0->dataclasses_json==0.6.7) 2025-07-24T05:19:05.7844590Z Using cached mypy_extensions-1.1.0-py3-none-any.whl.metadata (1.1 kB) 2025-07-24T05:19:05.7880380Z Requirement already satisfied: typing-extensions>=3.7.4 in /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645/lib/python3.12/site-packages (from typing-inspect<1,>=0.4.0->dataclasses_json==0.6.7) (4.12.2) 2025-07-24T05:19:05.7929980Z Using cached python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB) 2025-07-24T05:19:05.7965340Z Using cached boto3-1.35.42-py3-none-any.whl (139 kB) 2025-07-24T05:19:05.7997250Z Using cached pandas-2.1.3-cp312-cp312-macosx_11_0_arm64.whl (10.6 MB) 2025-07-24T05:19:05.8302810Z Using cached dataclasses_json-0.6.7-py3-none-any.whl (28 kB) 2025-07-24T05:19:05.8327820Z Using cached marshmallow-3.26.1-py3-none-any.whl (50 kB) 2025-07-24T05:19:05.8345240Z Using cached typing_inspect-0.9.0-py3-none-any.whl (8.8 kB) 2025-07-24T05:19:05.8361640Z Using cached mypy_extensions-1.1.0-py3-none-any.whl (5.0 kB) 2025-07-24T05:19:05.8384930Z Using cached pytz-2025.2-py2.py3-none-any.whl (509 kB) 2025-07-24T05:19:05.8429210Z Using cached tzdata-2025.2-py2.py3-none-any.whl (347 kB) 2025-07-24T05:19:05.9395900Z Installing collected packages: pytz, tzdata, python-dateutil, mypy-extensions, marshmallow, typing-inspect, pandas, dataclasses_json, boto3 2025-07-24T05:19:06.0734890Z Attempting uninstall: python-dateutil 2025-07-24T05:19:06.0755640Z Found existing installation: python-dateutil 2.9.0.post0 2025-07-24T05:19:06.0803610Z Uninstalling python-dateutil-2.9.0.post0: 2025-07-24T05:19:06.0810860Z Successfully uninstalled python-dateutil-2.9.0.post0 2025-07-24T05:19:08.5792840Z Attempting uninstall: boto3 2025-07-24T05:19:08.5815150Z Found existing installation: boto3 1.35.33 2025-07-24T05:19:08.5845650Z Uninstalling boto3-1.35.33: 2025-07-24T05:19:08.5860250Z Successfully uninstalled boto3-1.35.33 2025-07-24T05:19:08.6261930Z 2025-07-24T05:19:08.6301340Z Successfully installed boto3-1.35.42 dataclasses_json-0.6.7 marshmallow-3.26.1 mypy-extensions-1.1.0 pandas-2.1.3 python-dateutil-2.8.2 pytz-2025.2 typing-inspect-0.9.0 tzdata-2025.2 2025-07-24T05:19:09.2434070Z Command completed after 1 attempt(s). 2025-07-24T05:19:09.2613000Z ##[group]Run python3 -m tools.stats.upload_utilization_stats.upload_utilization_stats \ 2025-07-24T05:19:09.2614440Z python3 -m tools.stats.upload_utilization_stats.upload_utilization_stats \ 2025-07-24T05:19:09.2615390Z  --workflow-run-id "16487210679" \ 2025-07-24T05:19:09.2616090Z  --workflow-name "trunk" \ 2025-07-24T05:19:09.2616730Z  --workflow-run-attempt "1" \ 2025-07-24T05:19:09.2617330Z  --job-id "46614827190" \ 2025-07-24T05:19:09.2618220Z  --job-name "macos-py3-arm64 / test (default, 1, 3, macos-m1-stable)" \ 2025-07-24T05:19:09.2619130Z  --local-path "usage_log.txt" \ 2025-07-24T05:19:09.2619770Z  --artifact-prefix "" 2025-07-24T05:19:09.2689240Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:19:09.2690060Z env: 2025-07-24T05:19:09.2690580Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:09.2691190Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:09.2691770Z TEST_CONFIG: default 2025-07-24T05:19:09.2692220Z SHARD_NUMBER: 1 2025-07-24T05:19:09.2692650Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:09.2693080Z PR_BODY: 2025-07-24T05:19:09.2693540Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:09.2694300Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:09.2695200Z DEVICE_NAME: 2025-07-24T05:19:09.2695650Z DEVICE_TYPE: 2025-07-24T05:19:09.2696180Z ##[endgroup] 2025-07-24T05:19:11.3756580Z repo: pytorch/pytorch 2025-07-24T05:19:11.3756950Z ::warning file usage_log.txt does not exist. 2025-07-24T05:19:11.3757290Z [Log Model] Failed to process test log, metadata is None 2025-07-24T05:19:11.4185200Z ##[group]Run if [[ -n "$REINSTALL_BREW_MINICONDA" ]]; then 2025-07-24T05:19:11.4185550Z if [[ -n "$REINSTALL_BREW_MINICONDA" ]]; then 2025-07-24T05:19:11.4185810Z  brew install --cask miniconda 2025-07-24T05:19:11.4186020Z fi 2025-07-24T05:19:11.4210750Z shell: /bin/bash -e -l {0} 2025-07-24T05:19:11.4211080Z env: 2025-07-24T05:19:11.4211230Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:11.4211450Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:11.4211670Z TEST_CONFIG: default 2025-07-24T05:19:11.4211840Z SHARD_NUMBER: 1 2025-07-24T05:19:11.4212010Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:11.4212190Z PR_BODY: 2025-07-24T05:19:11.4212350Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:11.4212620Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:11.4212910Z DEVICE_NAME: 2025-07-24T05:19:11.4213070Z DEVICE_TYPE: 2025-07-24T05:19:11.4213220Z ##[endgroup] 2025-07-24T05:19:15.6354300Z ==> Caveats 2025-07-24T05:19:15.6354630Z Please run the following to setup your shell: 2025-07-24T05:19:15.6354890Z conda init "$(basename "${SHELL}")" 2025-07-24T05:19:15.6355050Z 2025-07-24T05:19:15.6355220Z Alternatively, manually add the following to your shell init: 2025-07-24T05:19:15.6355550Z eval "$(conda "shell.$(basename "${SHELL}")" hook)" 2025-07-24T05:19:15.6355770Z 2025-07-24T05:19:15.6365550Z ==> Downloading https://repo.anaconda.com/miniconda/Miniconda3-py313_25.5.1-1-MacOSX-arm64.sh 2025-07-24T05:19:15.8086860Z Already downloaded: /Users/ec2-user/Library/Caches/Homebrew/downloads/ac2aa7a8e15821b957e5b3521679e86c83c3f0dc738ab629ded756f0b301d2c7--Miniconda3-py313_25.5.1-1-MacOSX-arm64.sh 2025-07-24T05:19:18.0209370Z ==> Installing Cask miniconda 2025-07-24T05:19:18.2639680Z ==> Running installer script 'Miniconda3-py313_25.5.1-1-MacOSX-arm64.sh' 2025-07-24T05:19:19.2501870Z PREFIX=/opt/homebrew/Caskroom/miniconda/base 2025-07-24T05:19:19.6407820Z Unpacking payload ... 2025-07-24T05:19:22.1255870Z entry_point.py:256: DeprecationWarning: Python 3.14 will, by default, filter extracted tar archives and reject files or modify their metadata. Use the filter argument to control this behavior. 2025-07-24T05:19:24.4965450Z entry_point.py:256: DeprecationWarning: Python 3.14 will, by default, filter extracted tar archives and reject files or modify their metadata. Use the filter argument to control this behavior. 2025-07-24T05:19:31.8440710Z 2025-07-24T05:19:31.8441410Z Installing base environment... 2025-07-24T05:19:31.8441660Z 2025-07-24T05:19:36.2923460Z Preparing transaction: ...working... done 2025-07-24T05:19:47.7770110Z Executing transaction: ...working... 2025-07-24T05:19:47.7770390Z done 2025-07-24T05:19:49.9648470Z entry_point.py:256: DeprecationWarning: Python 3.14 will, by default, filter extracted tar archives and reject files or modify their metadata. Use the filter argument to control this behavior. 2025-07-24T05:19:50.1379820Z installation finished. 2025-07-24T05:19:50.1388730Z ==> Linking Binary 'conda' to '/opt/homebrew/bin/conda' 2025-07-24T05:19:50.2914280Z 🍺 miniconda was successfully installed! 2025-07-24T05:19:50.3434080Z ##[group]Run pytorch/test-infra/.github/actions/check-disk-space@main 2025-07-24T05:19:50.3434430Z with: 2025-07-24T05:19:50.3434610Z minimum-available-space-in-gb: 6 2025-07-24T05:19:50.3434820Z env: 2025-07-24T05:19:50.3434980Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:50.3435200Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:50.3435470Z TEST_CONFIG: default 2025-07-24T05:19:50.3435680Z SHARD_NUMBER: 1 2025-07-24T05:19:50.3435860Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:50.3436040Z PR_BODY: 2025-07-24T05:19:50.3436210Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:50.3436530Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:50.3436820Z DEVICE_NAME: 2025-07-24T05:19:50.3436970Z DEVICE_TYPE: 2025-07-24T05:19:50.3437120Z ##[endgroup] 2025-07-24T05:19:50.3448780Z ##[group]Run echo "Print the available disk space for manual inspection" 2025-07-24T05:19:50.3449190Z echo "Print the available disk space for manual inspection" 2025-07-24T05:19:50.3449480Z df -h 2025-07-24T05:19:50.3449630Z  2025-07-24T05:19:50.3449810Z function check_disk_space() { 2025-07-24T05:19:50.3450100Z  set +e 2025-07-24T05:19:50.3450250Z  2025-07-24T05:19:50.3450450Z  # Set the minimum requirement space to 6GB 2025-07-24T05:19:50.3450830Z  MINIMUM_AVAILABLE_SPACE_IN_KB=$(($MINIMUM_AVAILABLE_SPACE_IN_GB * 1024 * 1024)) 2025-07-24T05:19:50.3451130Z  2025-07-24T05:19:50.3451320Z  # Use KB to avoid floating point warning like 3.1GB 2025-07-24T05:19:50.3451610Z  df -k | tr -s ' ' | cut -d' ' -f 4,9 | while read -r LINE; 2025-07-24T05:19:50.3451860Z  do 2025-07-24T05:19:50.3452050Z  AVAIL=$(echo $LINE | cut -f1 -d' ') 2025-07-24T05:19:50.3452310Z  MOUNT=$(echo $LINE | cut -f2 -d' ') 2025-07-24T05:19:50.3452510Z  2025-07-24T05:19:50.3452670Z  if [ "${MOUNT}" = "/" ]; then 2025-07-24T05:19:50.3452970Z  if [ "${AVAIL}" -lt "${MINIMUM_AVAILABLE_SPACE_IN_KB}" ]; then 2025-07-24T05:19:50.3453560Z  echo "Failure: There is only ${AVAIL}KB free space left in ${MOUNT}, which is less than the minimum requirement of ${MINIMUM_AVAILABLE_SPACE_IN_KB}KB for ${RUNNER_OS}" 2025-07-24T05:19:50.3454050Z  else 2025-07-24T05:19:50.3454390Z  echo "Success: There is ${AVAIL}KB free space left in ${MOUNT} for ${RUNNER_OS}, continue" 2025-07-24T05:19:50.3454730Z  fi 2025-07-24T05:19:50.3454930Z  fi 2025-07-24T05:19:50.3455080Z  done 2025-07-24T05:19:50.3455230Z  2025-07-24T05:19:50.3455380Z  set -e 2025-07-24T05:19:50.3455540Z } 2025-07-24T05:19:50.3455690Z  2025-07-24T05:19:50.3455840Z RESULT=$(check_disk_space) 2025-07-24T05:19:50.3456070Z echo "${RESULT}" 2025-07-24T05:19:50.3456260Z  2025-07-24T05:19:50.3456480Z if [[ "${RESULT}" == *Failure* && "${RUNNER_OS}" == "macOS" ]]; then 2025-07-24T05:19:50.3457040Z  # We can clean up /System/Library/Caches/com.apple.coresymbolicationd on MacOS to free up the space and this should free up enough space 2025-07-24T05:19:50.3457580Z  # https://github.com/pytorch/pytorch/issues/85440 2025-07-24T05:19:50.3457970Z  sudo rm "/System/Library/Caches/com.apple.coresymbolicationd/data" || true 2025-07-24T05:19:50.3458490Z  # Stop the daemon and launchctl will automatically start it again, thus accomplish a restart and free up the above file 2025-07-24T05:19:50.3458960Z  sudo launchctl stop com.apple.coresymbolicationd || true 2025-07-24T05:19:50.3459240Z  2025-07-24T05:19:50.3459410Z  # Clean up crash reports on the runner 2025-07-24T05:19:50.3459760Z  sudo rm -rf "/System/Volumes/Data/Library/Logs/CrashReporter" || true 2025-07-24T05:19:50.3460060Z  2025-07-24T05:19:50.3460570Z  # Also try to clean up torch.hub caching directory 2025-07-24T05:19:50.3460880Z  rm -rf "${HOME}/.cache/torch/hub" || true 2025-07-24T05:19:50.3461110Z  2025-07-24T05:19:50.3461340Z  # Purge conda 2025-07-24T05:19:50.3461560Z  conda clean -p -t -y || true 2025-07-24T05:19:50.3461800Z  # and pip cache 2025-07-24T05:19:50.3462010Z  pip cache purge || true 2025-07-24T05:19:50.3462210Z  2025-07-24T05:19:50.3462430Z  echo "Re-run disk space check for ${RUNNER_OS} after cleaning up" 2025-07-24T05:19:50.3462710Z  # Re-run the check 2025-07-24T05:19:50.3462930Z  RESULT=$(check_disk_space) 2025-07-24T05:19:50.3463150Z  echo "${RESULT}" 2025-07-24T05:19:50.3463330Z fi 2025-07-24T05:19:50.3463600Z  2025-07-24T05:19:50.3463770Z if [[ "${RESULT}" == *Failure* ]]; then 2025-07-24T05:19:50.3463990Z  df -h 2025-07-24T05:19:50.3464160Z  2025-07-24T05:19:50.3464590Z  echo "Please help create an issue to PyTorch Release Engineering via https://github.com/pytorch/test-infra/issues and provide the link to the workflow run." 2025-07-24T05:19:50.3465130Z  exit 1 2025-07-24T05:19:50.3465290Z fi 2025-07-24T05:19:50.3771080Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:19:50.3771340Z env: 2025-07-24T05:19:50.3771500Z GIT_DEFAULT_BRANCH: main 2025-07-24T05:19:50.3771760Z BUILD_ENVIRONMENT: macos-py3-arm64 2025-07-24T05:19:50.3771950Z TEST_CONFIG: default 2025-07-24T05:19:50.3772140Z SHARD_NUMBER: 1 2025-07-24T05:19:50.3772280Z NUM_TEST_SHARDS: 3 2025-07-24T05:19:50.3772440Z PR_BODY: 2025-07-24T05:19:50.3772570Z REINSTALL_BREW_MINICONDA: 1 2025-07-24T05:19:50.3772850Z VENV_PATH: /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:50.3773120Z DEVICE_NAME: 2025-07-24T05:19:50.3773290Z DEVICE_TYPE: 2025-07-24T05:19:50.3773450Z MINIMUM_AVAILABLE_SPACE_IN_GB: 6 2025-07-24T05:19:50.3773660Z ##[endgroup] 2025-07-24T05:19:50.3982260Z Print the available disk space for manual inspection 2025-07-24T05:19:50.3996580Z Filesystem Size Used Avail Capacity iused ifree %iused Mounted on 2025-07-24T05:19:50.3997130Z /dev/disk5s2s1 256Gi 9.5Gi 173Gi 6% 404k 1.8G 0% / 2025-07-24T05:19:50.3997560Z devfs 217Ki 217Ki 0Bi 100% 752 0 100% /dev 2025-07-24T05:19:50.3997950Z /dev/disk5s5 256Gi 1.0Gi 173Gi 1% 1 1.8G 0% /System/Volumes/VM 2025-07-24T05:19:50.3998390Z /dev/disk5s3 256Gi 5.7Gi 173Gi 4% 1.0k 1.8G 0% /System/Volumes/Preboot 2025-07-24T05:19:50.3998870Z /dev/disk1s2 500Mi 6.0Mi 387Mi 2% 1 4.0M 0% /System/Volumes/xarts 2025-07-24T05:19:50.3999320Z /dev/disk1s1 500Mi 53Mi 387Mi 13% 61 4.0M 0% /System/Volumes/iSCPreboot 2025-07-24T05:19:50.3999820Z /dev/disk1s3 500Mi 872Ki 387Mi 1% 51 4.0M 0% /System/Volumes/Hardware 2025-07-24T05:19:50.4000250Z /dev/disk5s1 256Gi 66Gi 173Gi 28% 2.8M 1.8G 0% /System/Volumes/Data 2025-07-24T05:19:50.4000700Z map auto_home 0Bi 0Bi 0Bi 100% 0 0 - /System/Volumes/Data/home 2025-07-24T05:19:50.4001130Z /dev/disk3s4 228Gi 120Ki 210Gi 1% 18 2.2G 0% /private/tmp/tmp-mount-dYoGYX 2025-07-24T05:19:50.4410610Z Success: There is 180903352KB free space left in / for macOS, continue 2025-07-24T05:19:50.4455070Z Post job cleanup. 2025-07-24T05:19:50.4881870Z Removing virtual environment at /Users/ec2-user/runner/_work/_temp/venv-3.12-1753329645 2025-07-24T05:19:53.8375640Z Post job cleanup. 2025-07-24T05:19:53.8417620Z Post job cleanup. 2025-07-24T05:19:53.9219450Z [command]/usr/bin/git version 2025-07-24T05:19:53.9303140Z git version 2.39.3 (Apple Git-146) 2025-07-24T05:19:53.9322380Z Copying '/Users/ec2-user/.gitconfig' to '/Users/ec2-user/runner/_work/_temp/087cb632-8653-4fcc-acf2-287d2a136e77/.gitconfig' 2025-07-24T05:19:53.9328430Z Temporarily overriding HOME='/Users/ec2-user/runner/_work/_temp/087cb632-8653-4fcc-acf2-287d2a136e77' before making global git config changes 2025-07-24T05:19:53.9329120Z Adding repository directory to the temporary git global config as a safe directory 2025-07-24T05:19:53.9331580Z [command]/usr/bin/git config --global --add safe.directory /Users/ec2-user/runner/_work/pytorch/pytorch 2025-07-24T05:19:53.9400210Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-07-24T05:19:53.9460500Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'core\.sshCommand' && git config --local --unset-all 'core.sshCommand' || :" 2025-07-24T05:19:54.0299710Z Entering 'android/libs/fbjni' 2025-07-24T05:19:54.0440270Z Entering 'third_party/FP16' 2025-07-24T05:19:54.0549890Z Entering 'third_party/FXdiv' 2025-07-24T05:19:54.0670970Z Entering 'third_party/NNPACK' 2025-07-24T05:19:54.0799670Z Entering 'third_party/NVTX' 2025-07-24T05:19:54.0908090Z Entering 'third_party/VulkanMemoryAllocator' 2025-07-24T05:19:54.1011370Z Entering 'third_party/XNNPACK' 2025-07-24T05:19:54.1276970Z Entering 'third_party/aiter' 2025-07-24T05:19:54.1398700Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-07-24T05:19:54.1504370Z Entering 'third_party/benchmark' 2025-07-24T05:19:54.1655670Z Entering 'third_party/composable_kernel' 2025-07-24T05:19:54.1777500Z Entering 'third_party/cpp-httplib' 2025-07-24T05:19:54.1880600Z Entering 'third_party/cpuinfo' 2025-07-24T05:19:54.2021030Z Entering 'third_party/cudnn_frontend' 2025-07-24T05:19:54.2129150Z Entering 'third_party/cutlass' 2025-07-24T05:19:54.2233500Z Entering 'third_party/fbgemm' 2025-07-24T05:19:54.2489880Z Entering 'third_party/fbgemm/external/asmjit' 2025-07-24T05:19:54.2652950Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-07-24T05:19:54.2902690Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-07-24T05:19:54.3064860Z Entering 'third_party/fbgemm/external/cutlass' 2025-07-24T05:19:54.3309370Z Entering 'third_party/fbgemm/external/googletest' 2025-07-24T05:19:54.3466870Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-07-24T05:19:54.3639130Z Entering 'third_party/fbgemm/external/json' 2025-07-24T05:19:54.3804950Z Entering 'third_party/flash-attention' 2025-07-24T05:19:54.3920110Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-07-24T05:19:54.4048570Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-07-24T05:19:54.4161180Z Entering 'third_party/flatbuffers' 2025-07-24T05:19:54.4264720Z Entering 'third_party/fmt' 2025-07-24T05:19:54.4397990Z Entering 'third_party/gemmlowp/gemmlowp' 2025-07-24T05:19:54.4512290Z Entering 'third_party/gloo' 2025-07-24T05:19:54.4633330Z Entering 'third_party/googletest' 2025-07-24T05:19:54.4767840Z Entering 'third_party/ideep' 2025-07-24T05:19:54.4999660Z Entering 'third_party/ideep/mkl-dnn' 2025-07-24T05:19:54.5215030Z Entering 'third_party/ittapi' 2025-07-24T05:19:54.5323750Z Entering 'third_party/kineto' 2025-07-24T05:19:54.5429790Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-07-24T05:19:54.5543580Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-07-24T05:19:54.5644850Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-07-24T05:19:54.5758640Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-07-24T05:19:54.5865540Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-07-24T05:19:54.5978340Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-07-24T05:19:54.6088200Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-07-24T05:19:54.6188960Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-07-24T05:19:54.6295650Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-07-24T05:19:54.6395840Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-07-24T05:19:54.6498570Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-07-24T05:19:54.6606080Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-07-24T05:19:54.6714540Z Entering 'third_party/kleidiai' 2025-07-24T05:19:54.6823890Z Entering 'third_party/mimalloc' 2025-07-24T05:19:54.6931470Z Entering 'third_party/nlohmann' 2025-07-24T05:19:54.7031740Z Entering 'third_party/onnx' 2025-07-24T05:19:54.7401390Z Entering 'third_party/onnx/third_party/pybind11' 2025-07-24T05:19:54.7542770Z Entering 'third_party/opentelemetry-cpp' 2025-07-24T05:19:54.7650660Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-07-24T05:19:54.7750010Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-07-24T05:19:54.7856340Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-07-24T05:19:54.7955700Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-07-24T05:19:54.8063420Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-07-24T05:19:54.8162980Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-07-24T05:19:54.8269210Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-07-24T05:19:54.8380960Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-07-24T05:19:54.8481240Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-07-24T05:19:54.8590010Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-07-24T05:19:54.8706370Z Entering 'third_party/pocketfft' 2025-07-24T05:19:54.8809220Z Entering 'third_party/protobuf' 2025-07-24T05:19:54.9082140Z Entering 'third_party/protobuf/third_party/benchmark' 2025-07-24T05:19:54.9223110Z Entering 'third_party/protobuf/third_party/googletest' 2025-07-24T05:19:54.9352470Z Entering 'third_party/psimd' 2025-07-24T05:19:54.9472790Z Entering 'third_party/pthreadpool' 2025-07-24T05:19:54.9587480Z Entering 'third_party/pybind11' 2025-07-24T05:19:54.9708220Z Entering 'third_party/python-peachpy' 2025-07-24T05:19:54.9822810Z Entering 'third_party/sleef' 2025-07-24T05:19:54.9945560Z Entering 'third_party/tensorpipe' 2025-07-24T05:19:55.0115540Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-07-24T05:19:55.0256200Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-07-24T05:19:55.0391340Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-07-24T05:19:55.0545340Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-07-24T05:19:55.0707080Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-07-24T05:19:55.0836600Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-07-24T05:19:55.0893610Z http.https://github.com/.extraheader 2025-07-24T05:19:55.0900550Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader 2025-07-24T05:19:55.0974100Z [command]/usr/bin/git submodule foreach --recursive sh -c "git config --local --name-only --get-regexp 'http\.https\:\/\/github\.com\/\.extraheader' && git config --local --unset-all 'http.https://github.com/.extraheader' || :" 2025-07-24T05:19:55.1469830Z Entering 'android/libs/fbjni' 2025-07-24T05:19:55.1540280Z http.https://github.com/.extraheader 2025-07-24T05:19:55.1625420Z Entering 'third_party/FP16' 2025-07-24T05:19:55.1692490Z http.https://github.com/.extraheader 2025-07-24T05:19:55.1764660Z Entering 'third_party/FXdiv' 2025-07-24T05:19:55.1831850Z http.https://github.com/.extraheader 2025-07-24T05:19:55.1898160Z Entering 'third_party/NNPACK' 2025-07-24T05:19:55.1965120Z http.https://github.com/.extraheader 2025-07-24T05:19:55.2029890Z Entering 'third_party/NVTX' 2025-07-24T05:19:55.2095200Z http.https://github.com/.extraheader 2025-07-24T05:19:55.2161480Z Entering 'third_party/VulkanMemoryAllocator' 2025-07-24T05:19:55.2227530Z http.https://github.com/.extraheader 2025-07-24T05:19:55.2293640Z Entering 'third_party/XNNPACK' 2025-07-24T05:19:55.2359980Z http.https://github.com/.extraheader 2025-07-24T05:19:55.2430710Z Entering 'third_party/aiter' 2025-07-24T05:19:55.2498610Z http.https://github.com/.extraheader 2025-07-24T05:19:55.2563430Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-07-24T05:19:55.2629230Z http.https://github.com/.extraheader 2025-07-24T05:19:55.2705700Z Entering 'third_party/benchmark' 2025-07-24T05:19:55.2773930Z http.https://github.com/.extraheader 2025-07-24T05:19:55.2840540Z Entering 'third_party/composable_kernel' 2025-07-24T05:19:55.2906510Z http.https://github.com/.extraheader 2025-07-24T05:19:55.2974760Z Entering 'third_party/cpp-httplib' 2025-07-24T05:19:55.3042020Z http.https://github.com/.extraheader 2025-07-24T05:19:55.3108240Z Entering 'third_party/cpuinfo' 2025-07-24T05:19:55.3174410Z http.https://github.com/.extraheader 2025-07-24T05:19:55.3240650Z Entering 'third_party/cudnn_frontend' 2025-07-24T05:19:55.3307290Z http.https://github.com/.extraheader 2025-07-24T05:19:55.3373800Z Entering 'third_party/cutlass' 2025-07-24T05:19:55.3440660Z http.https://github.com/.extraheader 2025-07-24T05:19:55.3509320Z Entering 'third_party/fbgemm' 2025-07-24T05:19:55.3576960Z http.https://github.com/.extraheader 2025-07-24T05:19:55.3643040Z Entering 'third_party/fbgemm/external/asmjit' 2025-07-24T05:19:55.3709250Z http.https://github.com/.extraheader 2025-07-24T05:19:55.3775280Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-07-24T05:19:55.3841730Z http.https://github.com/.extraheader 2025-07-24T05:19:55.3908950Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-07-24T05:19:55.3975990Z http.https://github.com/.extraheader 2025-07-24T05:19:55.4042580Z Entering 'third_party/fbgemm/external/cutlass' 2025-07-24T05:19:55.4108430Z http.https://github.com/.extraheader 2025-07-24T05:19:55.4176690Z Entering 'third_party/fbgemm/external/googletest' 2025-07-24T05:19:55.4243380Z http.https://github.com/.extraheader 2025-07-24T05:19:55.4309300Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-07-24T05:19:55.4375050Z http.https://github.com/.extraheader 2025-07-24T05:19:55.4440720Z Entering 'third_party/fbgemm/external/json' 2025-07-24T05:19:55.4506350Z http.https://github.com/.extraheader 2025-07-24T05:19:55.4573900Z Entering 'third_party/flash-attention' 2025-07-24T05:19:55.4641850Z http.https://github.com/.extraheader 2025-07-24T05:19:55.4706300Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-07-24T05:19:55.4772030Z http.https://github.com/.extraheader 2025-07-24T05:19:55.4839490Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-07-24T05:19:55.4905950Z http.https://github.com/.extraheader 2025-07-24T05:19:55.4984040Z Entering 'third_party/flatbuffers' 2025-07-24T05:19:55.5052270Z http.https://github.com/.extraheader 2025-07-24T05:19:55.5119020Z Entering 'third_party/fmt' 2025-07-24T05:19:55.5185570Z http.https://github.com/.extraheader 2025-07-24T05:19:55.5251080Z Entering 'third_party/gemmlowp/gemmlowp' 2025-07-24T05:19:55.5317960Z http.https://github.com/.extraheader 2025-07-24T05:19:55.5383870Z Entering 'third_party/gloo' 2025-07-24T05:19:55.5449120Z http.https://github.com/.extraheader 2025-07-24T05:19:55.5515350Z Entering 'third_party/googletest' 2025-07-24T05:19:55.5581090Z http.https://github.com/.extraheader 2025-07-24T05:19:55.5646570Z Entering 'third_party/ideep' 2025-07-24T05:19:55.5712260Z http.https://github.com/.extraheader 2025-07-24T05:19:55.5775820Z Entering 'third_party/ideep/mkl-dnn' 2025-07-24T05:19:55.5841170Z http.https://github.com/.extraheader 2025-07-24T05:19:55.5911060Z Entering 'third_party/ittapi' 2025-07-24T05:19:55.5979230Z http.https://github.com/.extraheader 2025-07-24T05:19:55.6044800Z Entering 'third_party/kineto' 2025-07-24T05:19:55.6110780Z http.https://github.com/.extraheader 2025-07-24T05:19:55.6174930Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-07-24T05:19:55.6241050Z http.https://github.com/.extraheader 2025-07-24T05:19:55.6305760Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-07-24T05:19:55.6371740Z http.https://github.com/.extraheader 2025-07-24T05:19:55.6438790Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-07-24T05:19:55.6504500Z http.https://github.com/.extraheader 2025-07-24T05:19:55.6585540Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-07-24T05:19:55.6652630Z http.https://github.com/.extraheader 2025-07-24T05:19:55.6732230Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-07-24T05:19:55.6798370Z http.https://github.com/.extraheader 2025-07-24T05:19:55.6863390Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-07-24T05:19:55.6929700Z http.https://github.com/.extraheader 2025-07-24T05:19:55.6998010Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-07-24T05:19:55.7064460Z http.https://github.com/.extraheader 2025-07-24T05:19:55.7131340Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-07-24T05:19:55.7196970Z http.https://github.com/.extraheader 2025-07-24T05:19:55.7264160Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-07-24T05:19:55.7330150Z http.https://github.com/.extraheader 2025-07-24T05:19:55.7396960Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-07-24T05:19:55.7463040Z http.https://github.com/.extraheader 2025-07-24T05:19:55.7530640Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-07-24T05:19:55.7596280Z http.https://github.com/.extraheader 2025-07-24T05:19:55.7662140Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-07-24T05:19:55.7727450Z http.https://github.com/.extraheader 2025-07-24T05:19:55.7794850Z Entering 'third_party/kleidiai' 2025-07-24T05:19:55.7862310Z http.https://github.com/.extraheader 2025-07-24T05:19:55.7928580Z Entering 'third_party/mimalloc' 2025-07-24T05:19:55.7994210Z http.https://github.com/.extraheader 2025-07-24T05:19:55.8059910Z Entering 'third_party/nlohmann' 2025-07-24T05:19:55.8125370Z http.https://github.com/.extraheader 2025-07-24T05:19:55.8191540Z Entering 'third_party/onnx' 2025-07-24T05:19:55.8257220Z http.https://github.com/.extraheader 2025-07-24T05:19:55.8328160Z Entering 'third_party/onnx/third_party/pybind11' 2025-07-24T05:19:55.8395920Z http.https://github.com/.extraheader 2025-07-24T05:19:55.8463970Z Entering 'third_party/opentelemetry-cpp' 2025-07-24T05:19:55.8530760Z http.https://github.com/.extraheader 2025-07-24T05:19:55.8596890Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-07-24T05:19:55.8662930Z http.https://github.com/.extraheader 2025-07-24T05:19:55.8728800Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-07-24T05:19:55.8794230Z http.https://github.com/.extraheader 2025-07-24T05:19:55.8860290Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-07-24T05:19:55.8925960Z http.https://github.com/.extraheader 2025-07-24T05:19:55.8991500Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-07-24T05:19:55.9056520Z http.https://github.com/.extraheader 2025-07-24T05:19:55.9122610Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-07-24T05:19:55.9188790Z http.https://github.com/.extraheader 2025-07-24T05:19:55.9254790Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-07-24T05:19:55.9320620Z http.https://github.com/.extraheader 2025-07-24T05:19:55.9386420Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-07-24T05:19:55.9452010Z http.https://github.com/.extraheader 2025-07-24T05:19:55.9516680Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-07-24T05:19:55.9581970Z http.https://github.com/.extraheader 2025-07-24T05:19:55.9662040Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-07-24T05:19:55.9727810Z http.https://github.com/.extraheader 2025-07-24T05:19:55.9796150Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-07-24T05:19:55.9863490Z http.https://github.com/.extraheader 2025-07-24T05:19:55.9941220Z Entering 'third_party/pocketfft' 2025-07-24T05:19:56.0013020Z http.https://github.com/.extraheader 2025-07-24T05:19:56.0079260Z Entering 'third_party/protobuf' 2025-07-24T05:19:56.0146010Z http.https://github.com/.extraheader 2025-07-24T05:19:56.0211400Z Entering 'third_party/protobuf/third_party/benchmark' 2025-07-24T05:19:56.0277880Z http.https://github.com/.extraheader 2025-07-24T05:19:56.0343360Z Entering 'third_party/protobuf/third_party/googletest' 2025-07-24T05:19:56.0408900Z http.https://github.com/.extraheader 2025-07-24T05:19:56.0476420Z Entering 'third_party/psimd' 2025-07-24T05:19:56.0544050Z http.https://github.com/.extraheader 2025-07-24T05:19:56.0610010Z Entering 'third_party/pthreadpool' 2025-07-24T05:19:56.0675940Z http.https://github.com/.extraheader 2025-07-24T05:19:56.0741800Z Entering 'third_party/pybind11' 2025-07-24T05:19:56.0807690Z http.https://github.com/.extraheader 2025-07-24T05:19:56.0873070Z Entering 'third_party/python-peachpy' 2025-07-24T05:19:56.0939450Z http.https://github.com/.extraheader 2025-07-24T05:19:56.1011490Z Entering 'third_party/sleef' 2025-07-24T05:19:56.1077480Z http.https://github.com/.extraheader 2025-07-24T05:19:56.1143210Z Entering 'third_party/tensorpipe' 2025-07-24T05:19:56.1210020Z http.https://github.com/.extraheader 2025-07-24T05:19:56.1274870Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-07-24T05:19:56.1340340Z http.https://github.com/.extraheader 2025-07-24T05:19:56.1405780Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-07-24T05:19:56.1471210Z http.https://github.com/.extraheader 2025-07-24T05:19:56.1536510Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-07-24T05:19:56.1601990Z http.https://github.com/.extraheader 2025-07-24T05:19:56.1667550Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-07-24T05:19:56.1733950Z http.https://github.com/.extraheader 2025-07-24T05:19:56.1797800Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-07-24T05:19:56.1864530Z http.https://github.com/.extraheader 2025-07-24T05:19:56.1990810Z A job completed hook has been configured by the self-hosted runner administrator 2025-07-24T05:19:56.2039710Z ##[group]Run '/opt/runner_scripts/post-job.sh' 2025-07-24T05:19:56.2051460Z shell: /bin/bash --noprofile --norc -e -o pipefail {0} 2025-07-24T05:19:56.2051690Z ##[endgroup] 2025-07-24T05:19:56.2314510Z + df -h 2025-07-24T05:19:56.2334320Z + ls -t /var/log/post_job 2025-07-24T05:19:56.2334650Z + awk 'NR>100' 2025-07-24T05:19:56.2336750Z + xargs rm -fv 2025-07-24T05:19:56.4732260Z + Checking if runner needs to be terminated...ok 2025-07-24T05:19:56.4732570Z + Outputting disk space 2025-07-24T05:19:56.4732990Z Filesystem Size Used Avail Capacity iused ifree %iused Mounted on 2025-07-24T05:19:56.4733510Z /dev/disk5s2s1 256Gi 9.5Gi 174Gi 6% 404k 1.8G 0% / 2025-07-24T05:19:56.4733870Z devfs 217Ki 217Ki 0Bi 100% 752 0 100% /dev 2025-07-24T05:19:56.4734320Z /dev/disk5s5 256Gi 1.0Gi 174Gi 1% 1 1.8G 0% /System/Volumes/VM 2025-07-24T05:19:56.4734770Z /dev/disk5s3 256Gi 5.7Gi 174Gi 4% 1.0k 1.8G 0% /System/Volumes/Preboot 2025-07-24T05:19:56.4735230Z /dev/disk1s2 500Mi 6.0Mi 387Mi 2% 1 4.0M 0% /System/Volumes/xarts 2025-07-24T05:19:56.4735690Z /dev/disk1s1 500Mi 53Mi 387Mi 13% 61 4.0M 0% /System/Volumes/iSCPreboot 2025-07-24T05:19:56.4736190Z /dev/disk1s3 500Mi 872Ki 387Mi 1% 51 4.0M 0% /System/Volumes/Hardware 2025-07-24T05:19:56.4736630Z /dev/disk5s1 256Gi 65Gi 174Gi 28% 2.7M 1.8G 0% /System/Volumes/Data 2025-07-24T05:19:56.4737040Z map auto_home 0Bi 0Bi 0Bi 100% 0 0 - /System/Volumes/Data/home 2025-07-24T05:19:56.4737490Z /dev/disk3s4 228Gi 120Ki 210Gi 1% 18 2.2G 0% /private/tmp/tmp-mount-dYoGYX 2025-07-24T05:19:56.4737880Z + Cleaning up old logs (Keep the latest 100) 2025-07-24T05:19:56.4740180Z + Restoring SSH key to be the skeleton key 2025-07-24T05:19:56.4823800Z Cleaning up orphan processes